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IJCNN 2020: Glasgow, UK
- 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020. IEEE 2020, ISBN 978-1-7281-6926-2
- Stanislaw J. Purgal:
Improving Expressivity of Graph Neural Networks. 1-7 - Xinyue Liang, Alireza M. Javid, Mikael Skoglund, Saikat Chatterjee:
A Low Complexity Decentralized Neural Net with Centralized Equivalence using Layer-wise Learning. 1-8 - Gitesh Dawer, Yangzi Guo, Adrian Barbu:
Generating Compact Tree Ensembles via Annealing. 1-8 - Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra
, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. 1-7 - Ying Chen, Jingwei Zheng, Dagang Li:
Sparse Attributed Network Embedding via Adaptively Aggregating Neighborhood Information. 1-8 - Julio J. Valdés, Ljubomir Nikolic, Simone Disabato
A Computational Intelligence Characterization of Solar Magnetograms. 1-8 - Daniele Castellana
Generalising Recursive Neural Models by Tensor Decomposition. 1-8 - Indu John, Shalabh Bhatnagar
Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources. 1-6 - Tomoyuki Togawa, Toshimichi Saito:
Connection Sparsification and Orbit Stabilization of Dynamic Binary Neural Networks based on Multiobjective Evolutionary Algorithms. 1-6 - Samuel Spillane, Kristopher H. Jung, Kate Bowers, Ture Peken, Michael M. Marefat, Tamal Bose:
Machine Learning Based MIMO Equalizer for High Frequency (HF) Communications. 1-8 - Jianjun Zhang, Ting Wang
Minority Oversampling Using Sensitivity. 1-7 - Victor Henrique Alves Ribeiro
Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. 1-8 - Hao Cheng, Kaijie Wu, Kai Ma, Jie Tian, Rui Xu, Chaochen Gu, Xinping Guan:
Double Attention for Pathology Image Diagnosis Network with Visual Interpretability. 1-8 - Amrut Sekhar Panda, Ravi Prakash
Combined Online and Offline Inverse Dynamics Learning for a Robot Manipulator. 1-7 - Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. 1-9 - Jiayin Lin, Zhexuan Zhou, Geng Sun, Jun Shen
Deep Sequence Labelling Model for Information Extraction in Micro Learning Service. 1-10 - Iana Sereda
Problems of representation of electrocardiograms in convolutional neural networks. 1-6 - Abdulrahman Altahhan:
True Online TD(λ)-Replay An Efficient Model-free Planning with Full Replay. 1-7 - Yong Yu, Haina Tang, Fei Wang, Lin Wu, Tangwen Qian, Tao Sun, Yongjun Xu
TULSN: Siamese Network for Trajectory-user Linking. 1-8 - Meng Cao
Heterogeneous Information Network Embedding with Convolutional Graph Attention Networks. 1-8 - Dong Chen, Miaomiao Cheng, Chen Min, Liping Jing:
Unsupervised Deep Imputed Hashing for Partial Cross-modal Retrieval. 1-8 - Amina Asif
Generalized Neural Framework for Learning with Rejection. 1-8 - Zhenlin Fan, Guoqiang Zhong, Hongxu Wei, Haitao Li:
EDNet: A Mesoscale Eddy Detection Network with Multi-Modal Data. 1-7 - Nan Zhou, Wenjian Luo, Xin Lin, Peilan Xu
Generating Multi-label Adversarial Examples by Linear Programming. 1-8 - Ricardo Cardoso Pereira
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. 1-7 - Mun Kit Ho, Sivanagaraja Tatinati, Andy W. H. Khong:
Distilling Essence of a Question: A Hierarchical Architecture for Question Quality in Community Question Answering Sites. 1-7 - Manuel Baltieri:
A Bayesian perspective on classical control. 1-8 - Linshan Shen, Shaobin Huang, Xiangke Mao:
A reputation-enhanced model for trust-based collaborative filtering recommender system. 1-7 - Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio:
Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. 1-9 - Zishan Ahmad
Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation. 1-8 - Karliane M. O. Vale
A Co-Training-based Algorithm Using Confidence Values to Select Instances. 1-7 - Pravendra Singh
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. 1-8 - Soha A. Nossier, Julie A. Wall
Mapping and Masking Targets Comparison using Different Deep Learning based Speech Enhancement Architectures. 1-8 - Fayez Alharbi, Lahcen Ouarbya, Jamie A. Ward:
Synthetic Sensor Data for Human Activity Recognition. 1-9 - Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. 1-6 - Mohammed Bany Muhammad, Mohammed Yeasin:
Eigen-CAM: Class Activation Map using Principal Components. 1-7 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
The Importance of Balanced Data Sets: Analyzing a Vehicle Trajectory Prediction Model based on Neural Networks and Distributed Representations. 1-8 - Sheng Wei Pang, Chai Quek
GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks. 1-8 - Paulo Lacerda
A Parallel Method for Anatomical Structure Segmentation based on 3D Seeded Region Growing. 1-6 - Varun Bhatt, Shrivastava Shalini
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. 1-8 - Zhong-Qiu Zhao, Yue-Lin Sun, Nan-Xun Wang, Weidong Tian:
Extricating from GroundTruth: An Unpaired Learning Based Evaluation Metric for Image Captioning. 1-8 - Yuxuan Sun
Attention-based Deep Learning Model for Text Readability Evaluation. 1-8 - Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein
Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence. 1-8 - Zhen Wang, Qiansheng Wang, Chengguo Lv, Xue Cao, Guohong Fu:
Unseen Target Stance Detection with Adversarial Domain Generalization. 1-8 - Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. 1-8 - Wei Hong Chin, Nuo Wi Noel Tay, Naoyuki Kubota, Chu Kiong Loo:
A Lightweight Neural-Net with Assistive Mobile Robot for Human Fall Detection System. 1-6 - Mario I. Chacon Murguia, Eduardo Rivas-Posada
Feature Extraction Evaluation for Two Motor Imagery Recognition Based on Common Spatial Patterns, Time-Frequency Transformations and SVM. 1-7 - Paula Carroll:
Exploring Smart Grid Time-of-Use Tariffs using a Robust Optimisation Framework. 1-6 - Eduardo Castro
Soft Rotation Equivariant Convolutional Neural Networks. 1-8 - Jun Niu:
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network. 1-8 - Jinwei Xing
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. 1-8 - Azzeddine Rachid Benaissa, Azza Harbaoui, Henda Hajjami Ben Ghézala
Classification of Cyberbullying Text in Arabic. 1-7 - Chandresh S. Kanani, Sriparna Saha, Pushpak Bhattacharyya:
Improving Diversity and Reducing Redundancy in Paragraph Captions. 1-8 - Maksim Podkorytov
Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. 1-8 - Joohi Chauhan
Deep Learning based fully automatic efficient Burn Severity Estimators for better Burn Diagnosis. 1-8 - Zezheng Zhang, Matloob Khushi
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. 1-8 - Johny Moreira, Chaina Oliveira, David Macêdo
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. 1-7 - Zijia Zhang
Graph Convolutional Extreme Learning Machine. 1-8 - Alexis Juven, Xavier Hinaut:
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. 1-8 - Nozomu Ohta, Shin Kawai, Hajime Nobuhara:
Analysis and Learning of Capsule Networks Robust for Small Image Deformation. 1-7 - Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim:
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. 1-8 - Oleg A. Kuzenkov, Andrew Morozov, Galina Kuzenkova:
Machine learning evaluating evolutionary fitness in complex biological systems. 1-7 - Daniele M. Papetti
On the automatic calibration of fully analogical spiking neuromorphic chips. 1-8 - Aleksandra Maria Osowska-Kurczab
Textural and deep learning methods in recognition of renal cancer types based on CT images. 1-8 - István Megyeri, István Hegedüs, Márk Jelasity
Adversarial Robustness of Model Sets. 1-8 - Sergey V. Sidorov
Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer. 1-6 - Abbas Raza Ali:
Multi-Dialect Arabic Speech Recognition. 1-7 - Matthias Rottmann, Pascal Colling, Thomas-Paul Hack, Robin Chan
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities. 1-9 - Luca Verderame, Davide Caputo
On the (Un)Reliability of Privacy Policies in Android Apps. 1-9 - Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. 1-8 - Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi:
Capsule Deep Generative Model That Forms Parse Trees. 1-8 - Kaige Wang, Qingyu Xiong, Chao Wu, Min Gao
Multi-modal cyberbullying detection on social networks. 1-8 - Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Francisco H. S. Silva
Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. 1-8 - Sanjana Sinha
Identity-Preserving Realistic Talking Face Generation. 1-10 - Anmol Bhasin, Gaurav Mathur, Promod Yenigalla, Bharatram S. Natarajan:
Phoneme based Domain Prediction for Language Model Adaptation. 1-6 - Jen-Tzung Chien
Amortized Mixture Prior for Variational Sequence Generation. 1-6 - Dehua Chen, Amir Jalilifard, Adriano Veloso
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. 1-7 - Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. 1-7 - Guan-Ru Huang, Tien-Ruey Hsiang:
A Simplified Deep Network Architecture on Optic Cup and Disc Segmentation. 1-7 - Daniel Gibert
Orthrus: A Bimodal Learning Architecture for Malware Classification. 1-8 - Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay:
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision. 1-8 - Yundong Li, Chen Lin, Wei Hu, Han Dong:
Improving Feature's Capability of Carrying Category-specific Information for Adversarial Domain Adaptation. 1-8 - Daniele Salvati
Two-Microphone End-to-End Speaker Joint Identification and Localization Via Convolutional Neural Networks. 1-6 - Shiori Kuramoto, Hideyuki Sawada, Pitoyo Hartono:
Visualization of topographical internal representation of learning robots. 1-7 - Purbaditya Bhattacharya, Udo Zölzer:
Convolutional Neural Network with Inception Blocks for Image Compression Artifact Reduction. 1-8 - Matthia Sabatelli, Gilles Louppe
The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms. 1-8 - Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He
DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. 1-8 - Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros
Component Analysis for Visual Question Answering Architectures. 1-8 - César Montenegro, Roberto Santana, José Antonio Lozano:
Transfer learning in hierarchical dialogue topic classification with neural networks*. 1-8 - Arun M. George
A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input. 1-9 - Huaming Chen, Yaochu Jin
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 1-8 - Essam Soliman Debie, Nour Moustafa
A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. 1-8 - Raghu Yelugam, Leonardo Enzo Brito da Silva
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. 1-8 - André G. C. Pacheco, Thomas Trappenberg
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. 1-8 - Daisuke Kaji, Kazuho Watanabe
Multi-Decoder RNN Autoencoder Based on Variational Bayes Method. 1-8 - Lei Sha
Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. 1-8 - Ananya Gupta, Simon Watson
3D Point Cloud Feature Explanations Using Gradient-Based Methods. 1-8 - Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado:
Using Autoencoders for Anomaly Detection in Hard Disk Drives. 1-7 - Luca Baldini
Exploiting Cliques for Granular Computing-based Graph Classification. 1-9 - Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. 1-8 - Máté Mohácsi, Márk Patrik Török, Sára Sáray, Szabolcs Káli:
A unified framework for the application and evaluation of different methods for neural parameter optimization. 1-7 - Stanislaw Osowski, Lukasz Sierenski:
Prediction of Customer Status in Corporate Banking Using Neural Networks. 1-6 - Nicole Hallett, Kai Yi, Josef Dick, Christopher Hodge, Gerard Sutton, Yu Guang Wang, Jingjing You:
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus. 1-7 - Pedro H. M. Braga, Heitor R. Medeiros, Hansenclever F. Bassani:
Deep Categorization with Semi-Supervised Self-Organizing Maps. 1-7 - Amir Aminifar:
Universal Adversarial Perturbations in Epileptic Seizure Detection. 1-6 - Motoshi Abe, Jun'ichi Miyao, Takio Kurita
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network. 1-8 - Japa Sai Sharath, Banafsheh Rekabdar:
Question Answering over Knowledge Base using Language Model Embeddings. 1-8 - Louis Annabi, Alexandre Pitti, Mathias Quoy:
Autonomous learning and chaining of motor primitives using the Free Energy Principle. 1-8 - Huajie Wang, Lei Chen, Mei Li, Mengnan Chen:
GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL Generation. 1-7 - Danilo Coura Moreira, Eanes Torres Pereira, Marco Álvarez:
PEDA 376K: A Novel Dataset for Deep-Learning Based Porn-Detectors. 1-8 - Sreejita Ghosh
Visualisation and knowledge discovery from interpretable models. 1-8 - Wentao Zhang
MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation. 1-7 - Giulia Serafini, Ping Yi, Qingquan Zhang, Marco Brambilla
Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches. 1-8 - Takenori Obo
Cognitive Modeling Based on Perceiving-Acting Cycle in Robotic Avatar System for Disabled Patients. 1-6 - Jiajia Liu, Hongning Dai
Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation. 1-8 - Weslley L. Caldas, João Paulo do Vale Madeiro, César Lincoln C. Mattos, João Paulo Pordeus Gomes:
A New Methodology for Classifying QRS Morphology in ECG Signals. 1-9 - Alexander Rast, Mahyar Shahsavari
A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation. 1-9 - Xuejie Zhang, Samarth Agarwal, Ruth Choy, Kay Jan Wong, Lecia Lim
Personalized Digital Customer Services for Consumer Banking Call Centre using Neural Networks. 1-7 - Peyman Rasouli, Ingrid Chieh Yu:
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation. 1-9 - Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. 1-6 - Boxin Li, Tingwen Liu, Bin Wang, Lihong Wang:
Label Noise Robust Curriculum for Deep Paraphrase Identification. 1-8 - Zezhou Chen, Irena Koprinska:
Ensemble Methods for Solar Power Forecasting. 1-8 - Rafal Grycuk
Novel Fast Binary Hash for Content-based Solar Image Retrieval. 1-7 - Quanbin Wang, Ying Tan
Grammatical Error Detection with Self Attention by Pairwise Training. 1-7 - Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen:
A Large-scale Simulation Dataset: Boost the Detection Accuracy for Special Weather Conditions. 1-8 - Hangyu Xia, Neng Gao, Jia Peng, Jingjie Mo, Jiong Wang:
Binarized Attributed Network Embedding via Neural Networks. 1-8 - Nhan Dam, Trung Le, Viet Huynh, Dinh Phung
Stein Variational Gradient Descent with Variance Reduction. 1-8 - Pei Huo, Yan Yang
TERG: Topic-Aware Emotional Response Generation for Chatbot. 1-8 - Linshu Ouyang, Yongzheng Zhang, Yipeng Wang:
Unified Graph Embedding-Based Anomalous Edge Detection. 1-8 - Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier
Neural Architecture Search for Time Series Classification. 1-8 - Wanyu Zhao, Bairong Li, Qinghua Gu, Yuesheng Zhu:
Improved Hierarchical Clustering with Non-locally Enhanced Features for Unsupervised Person Re-identification. 1-8 - Claudio Gallicchio, Alessio Micheli
Ring Reservoir Neural Networks for Graphs. 1-7 - Rohollah Moghadam, Pappa Natarajan
Online Optimal Adaptive Control of a Class of Uncertain Nonlinear Discrete-time Systems. 1-6 - Achyut Mani Tripathi, Rashmi Dutta Baruah:
Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network. 1-8 - Anna Sergeevna Bosman
Loss Surface Modality of Feed-Forward Neural Network Architectures. 1-8 - Alejandro Barredo Arrieta, Javier Del Ser
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. 1-7 - Yingda Guan, Zuochang Ye, Yan Wang:
Object Detection with Extended Attention and Spatial Information. 1-8 - Kleanthis Malialis
Data-efficient Online Classification with Siamese Networks and Active Learning. 1-7 - Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman:
Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density. 1-7 - Taghreed Alqaisi, Alexandros Komninos, Simon O'Keefe
Dependency Based Bilingual word Embeddings without word alignment. 1-6 - Hui Shi, Wei Ma, Xiaoliang Zhang, Junyan Jiang, Yanbing Liu, Shujuan Chen:
A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata. 1-8 - Samuele Cornell, Emanuele Principi, Stefano Squartini
A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. 1-8 - Wanting Zhao, Hao Xu
Higher-Order Heterogeneous Graph Convolutional Network Based on Meta-Paths. 1-8 - Pierre Lewden
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. 1-8 - Amirreza Salamat, Xiao Luo, Ali Jafari:
BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. 1-8 - Gianluca Bontempi:
Learning causal dependencies in large-variate time series. 1-7 - Yuxuan Zhang, Yuanxiang Li, Xian Wei, Lei Jia:
Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation. 1-7 - Yongchi Zhang, Ping Wei, Huan Li, Nanning Zheng:
Multiscale Adaptation Fusion Networks for Depth Completion. 1-7 - Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro:
Approaches to Avoid Overfitting in a Quantum Perceptron. 1-8 - Hadi Akbarzadeh Khorshidi
Machine learning with incomplete datasets using multi-objective optimization models. 1-8 - Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres:
Systematic study on dimensionality reduction in the gesture phase segmentation problem. 1-8 - Yunlong Meng, Fengliang Qi, Heng Zuo, Bo Chen, Xian Yuan, Yao Xiao:
Multi-step LSTM Prediction Model for Visibility Prediction. 1-8 - Yanze Min, Hang Su, Jun Zhu, Bo Zhang:
Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning. 1-8 - Hussain Mohammed Dipu Kabir
Uncertainty Quantification Neural Network from Similarity and Sensitivity. 1-8 - Edgar Macias-Garcia
CNN Based Perception System for Collision Avoidance in Mobile Robots using Stereo Vision. 1-7 - Rahul Mehta, Müge Karaman:
Correlated Mixed Membership Modeling for Somatic Mutations. 1-8 - Martín Naya-Varela
An Experiment in Morphological Development for Learning ANN Based Controllers. 1-8 - Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan
TSception: A Deep Learning Framework for Emotion Detection Using EEG. 1-7 - Haowen Fang, Amar Shrestha, Qinru Qiu:
Multivariate Time Series Classification Using Spiking Neural Networks. 1-7 - Dennis Bautembach, Iason Oikonomidis, Nikolaos Kyriazis, Antonis A. Argyros
Faster and Simpler SNN Simulation with Work Queues. 1-8 - Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. 1-10 - Sayantani Ghosh, Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar:
Vowel Sound Imagery Decoding by a Capsule Network for the Design of an Automatic Mind-Driven Type-Writer. 1-8 - Tiago Colliri
An Optimized Modularity-Based High Level Classification Model. 1-8 - Heitor Murilo Gomes
On Ensemble Techniques for Data Stream Regression. 1-8 - Hiram Ponce, Lourdes Martínez-Villaseñor:
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition. 1-7 - Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frédéric Alexandre:
A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. 1-8 - Zhihao Chen, Alain Lalande, Michel Salomon
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. 1-8 - Xiaoyi Chen, Ni Zhang:
Layer-wise Adversarial Training Approach to Improve Adversarial Robustness. 1-8 - Hua Zuo
Multiple-source Domain Adaptation in Rule-based Neural Network. 1-6 - Andronicus Ayobami Akinyelu:
Bio-inspired technique for improving machine learning speed and big data processing. 1-8 - Lourdes Martínez-Villaseñor, Hiram Ponce, José Núñez-Martínez, Sofía Pacheco:
Online Testing in Machine Learning Approach for Fall Detection. 1-8 - Vithursan Thangarasa, Thomas Miconi, Graham W. Taylor:
Enabling Continual Learning with Differentiable Hebbian Plasticity. 1-8 - Jun Yamada, John Shawe-Taylor
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. 1-8 - Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
OvA-INN: Continual Learning with Invertible Neural Networks. 1-7 - Syed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup
DQR: Deep Q-Routing in Software Defined Networks. 1-8 - Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda:
Recurrent Point Review Models. 1-8 - Tiago Pimentel, Marianne Monteiro, Adriano Veloso
Deep Active Learning for Anomaly Detection. 1-8 - Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu:
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. 1-7 - Ziqiang Li
HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction. 1-9 - Charles R. Day, Edward K. Chadwick
A comparative evaluation of time-delay, deep learning and echo state neural networks when used as simulated transhumeral prosthesis controllers. 1-7 - Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Jefferson S. Almeida, Marcos Falcão y Martin, Robertas Damasevicius, Rytis Maskeliunas
An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction. 1-8 - Jinxin Liu, Qiangxing Tian, Donglin Wang:
Multivariate Time Series Prediction with PID-based Residual Compensation. 1-7 - Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik
Online Evolving Spiking Neural Networks for Incremental Air Pollution Prediction. 1-8 - Andrey de Aguiar Salvi, Nathan Gavenski, Eduardo H. P. Pooch, Felipe Tasoniero, Rodrigo C. Barros
Attention-based 3D Object Reconstruction from a Single Image. 1-8 - Naylene Fraccanabbia, Ramon Gomes da Silva
Solar Power Forecasting Based on Ensemble Learning Methods. 1-7 - Rashmi Kethireddy, Sudarsana Reddy Kadiri
Learning Filterbanks from Raw Waveform for Accent Classification. 1-6 - Ariana Bermudez, Saúl Calderón Ramírez
A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. 1-6 - Aditya Kuppa, Nhien-An Le-Khac
Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security. 1-8 - Keyu Wen, Xiaodong Gu:
Dual Semantic Relationship Attention Network for Image-Text Matching. 1-7 - Zuzanna Krawczyk
YOLO and Morphing-based Method for 3D Individualised Bone Model Creation. 1-8 - Azhar Aulia Saputra, Wei Hong Chin, Auke Jan Ijspeert
A Muscle-Reflex Model of Forelimb and Hindlimb of Felidae Family of Animal with Dynamic Pattern Formation Stimuli. 1-8 - Chandan Kumar Singh, Vivek Kumar Gangwar, Anima Majumder, Swagat Kumar, Prakash Chanderlal Ambwani, Rajesh Sinha:
A Light-weight Deep Feature based Capsule Network. 1-8 - Xinjie Wang, Yaochu Jin
A Gated Recurrent Unit based Echo State Network. 1-7 - Kasun Bandara
Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand. 1-10 - Simona Doboli
A cognitive inspired method for assessing novelty of short-text ideas. 1-8 - Huiyu Li, Xiabi Liu, Said Boumaraf, Weihua Liu, Xiaopeng Gong, Xiaohong Ma:
A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation. 1-6 - Tianhao Shen
Multi-Domain Dialogue State Tracking with Hierarchical Task Graph. 1-8 - Amin Khatami, Asef Nazari, Amin Beheshti
Convolutional Neural Network for Medical Image Classification using Wavelet Features. 1-8 - Arthur Costa Gorgônio
A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. 1-8 - Wenzheng Hu, Mingyang Li, Changhe Yuan, Changshui Zhang, Jianqiang Wang:
Diversity in Neural Architecture Search. 1-8 - George S. Eskander Ekladious, Hugo Lemoine, Eric Granger
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video Face Recognition. 1-9 - Dan Valle, Tiago Pimentel, Adriano Veloso
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations. 1-8 - Pengfei Li, Peixiang Zhong, Jiaheng Zhang, Kezhi Mao
Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis. 1-8 - Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. 1-8 - Toshi Sinha, Brijesh K. Verma:
A Non-iterative Radial Basis Function Based Quick Convolutional Neural Network. 1-6 - João Ribeiro Pinto
Self-Learning with Stochastic Triplet Loss. 1-8 - José Pereira Amorim
Interpretability vs. Complexity: The Friction in Deep Neural Networks. 1-7 - Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone:
Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence. 1-8 - Cong Wang, Cheng-Lin Liu:
Scene Text Recognition by Attention Network with Gated Embedding. 1-8 - Dinesh Kumar
Multi-modal Information Extraction and Fusion with Convolutional Neural Networks. 1-9 - Sidhant Nagpal, Siddharth Verma, Shikhar Gupta, Swati Aggarwal
A Guided Learning Approach for Generative Adversarial Networks. 1-8 - Mingjian Lei, Xiaoyong Li
P-DNN: An Effective Intrusion Detection Method based on Pruning Deep Neural Network. 1-9 - Yushuo Li, Yuanpei Liu, Xiaopeng Gong, Xiabi Liu:
Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network. 1-8 - Adam Jilling, Marco Álvarez:
Optimizing Recommendations for Clustering Algorithms Using Meta-Learning. 1-10 - Usman Naseem
Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding. 1-8 - Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. 1-8 - Jordan Schupbach, John W. Sheppard, Tyler Forrester:
Quantifying Uncertainty in Neural Network Ensembles using U-Statistics. 1-8 - Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. 1-8 - Mukund Rungta, Rishabh Kumar
TransKP: Transformer based Key-Phrase Extraction. 1-7 - Wei Lu, Yan Hu:
Multi-type Feature Mining and Fusion Model for Temporal Prediction. 1-6 - Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. 1-8 - Haolei Pei, Qiaohong Chen, Ji Wang, Qi Sun, Yubo Jia:
Visual Relational Reasoning for Image Caption. 1-8 - Sepehr Ataei, Javad Alirezaie, Paul S. Babyn:
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising. 1-5 - Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal C. Bouaynaya:
Using Deep Speech Recognition to Evaluate Speech Enhancement Methods. 1-7 - Gianlucca L. Zuin, Adriano Veloso
Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions. 1-8 - Luca Oneto
General Fair Empirical Risk Minimization. 1-8 - Donghan Xie, Zhi Wang, Chunlin Chen, Daoyi Dong:
IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control. 1-8 - George Kandilogiannakis, Paris A. Mastorocostas:
ReFuzzTiD: A Recurrent Neurofuzzy Model for Anomaly Detection in Time Series. 1-7 - Fernando García-Redondo
Training DNN IoT Applications for Deployment On Analog NVM Crossbars. 1-8 - Oluwatamilore Orojo, Jonathan A. Tepper
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. 1-7 - Pablo Scleidorovich
A Computational Model for Latent Learning based on Hippocampal Replay. 1-8 - Cinzia Bernardeschi, Andrea Domenici
Identify Potential Attacks from Simulated Log Analysis. 1-6 - Edoardo Ragusa, Tommaso Apicella
An hardware-aware image polarity detector enhanced with visual attention. 1-7 - Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
Sig-R2ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. 1-8 - Yiwen Jiang, Wei Tang, Neng Gao, Chenyang Tu, Jia Peng, Min Li:
SECL: Separated Embedding and Correlation Learning for Demographic Prediction in Ubiquitous Sensor Scenario. 1-10 - Garima Sharma
Audio-Visual Weakly Supervised Approach for Apathy Detection in the Elderly. 1-7 - Alessio Martino
On the Optimization of Embedding Spaces via Information Granulation for Pattern Recognition. 1-8 - Yiming Peng, Gang Chen, Mengjie Zhang:
Effective Linear Policy Gradient Search through Primal-Dual Approximation. 1-8 - Zhiwen Zeng, Matloob Khushi
Wavelet Denoising and Attention-based RNN- ARIMA Model to Predict Forex Price. 1-7 - Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. 1-7 - Siyuan Zhu, Cheng Shang, Jingjing Fan, Xin Wang, Meili Wang:
Bas-reliefs modelling based on learning deformable 3D models. 1-7 - Chunquan Chen, Si Li:
Knowledge-based Context-aware Multi-turn Conversational Model with Hierarchical Attention. 1-8 - Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim
A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. 1-8 - Eduardo Nigri, Nivio Ziviani, Fábio A. M. Cappabianco, Augusto Antunes, Adriano Veloso
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease. 1-8 - Yasuaki Kuroe, Hitoshi Iima, Yutaka Maeda:
Four Models of Hopfield-Type Octonion Neural Networks and Their Existing Conditions of Energy Functions. 1-7 - Joyjit Chatterjee
A Dual Transformer Model for Intelligent Decision Support for Maintenance of Wind Turbines. 1-10 - Jengnan Tzeng, Yen-Ru Lai, Ming-Lai Lin, Yu-Han Lin, Yu-Cheng Shih:
Improve the LSTM and GRU model for small training data by wavelet transformation. 1-6 - Ke Zhang
A Light-Weight Crowdsourcing Aggregation in Privacy-Preserving Federated Learning System. 1-8 - Mahmoud Hossam, Trung Le, Viet Huynh, Michael Papasimeon, Dinh Phung
OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation. 1-8 - Sofiane Medjram, Saïda Bouakaz:
ZF Model Efficiency for Automatic Hand Detection in Vehicles. 1-7 - Charitos Charitou, Artur S. d'Avila Garcez, Simo Dragicevic:
Semi-supervised GANs for Fraud Detection*. 1-8 - Ziang Liu, Dongrui Wu
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. 1-7 - Sérgio F. Chevtchenko
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network. 1-8 - Ruijiao Liu, Yangyang Li, Licheng Jiao
SAR Image Specle Reduction based on a Generative Adversarial Network. 1-6 - Adrian Horzyk
YOLOv3 Precision Improvement by the Weighted Centers of Confidence Selection. 1-8 - Siddharth Dadhich, Fredrik Sandin, Ulf Bodin, Ulf Andersson, Torbjörn Martinsson:
Adaptation of a wheel loader automatic bucket filling neural network using reinforcement learning. 1-9 - Lei Wu, Xi Chen, Lei Meng, Xiangxu Meng:
Multitask Adversarial Learning for Chinese Font Style Transfer. 1-8 - Zhi-An Huang
Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data. 1-7 - Dighanchal Banerjee, Smriti Rani, Arun M. George
Application of Spiking Neural Networks for Action Recognition from Radar Data. 1-10 - Gioele Ciaparrone
A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection. 1-8 - Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. 1-8 - Shruti Landge, Vivek Saraswat
n-Oscillator Neural Network based Efficient Cost Function for n-city Traveling Salesman Problem. 1-8 - Alessandro G. Di Nuovo
A Developmental Neuro-Robotics Approach for Boosting the Recognition of Handwritten Digits. 1-8 - Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar:
A Neurobiological Schema Model for Contextual Awareness in Robotics. 1-8 - Yilin Dai, Qian Ji, Gongshen Liu, Bo Su:
Multi-paragraph Reading Comprehension with Token-level Dynamic Reader and Hybrid Verifier. 1-8 - Wensi Tang, Lu Liu, Guodong Long:
Interpretable Time-series Classification on Few-shot Samples. 1-8 - Evgeny M. Mirkes
Artificial Neural Network Pruning to Extract Knowledge. 1-8 - Antonio Quintero-Rincón, Carlos D'Giano, Hadj Batatia:
Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution. 1-5 - Olivier Habimana, Yuhua Li, Ruixuan Li, Xiwu Gu, Yuqi Peng:
A Multi-Task Learning Approach to Improve Sentiment Analysis with Explicit Recommendation. 1-8 - Nebojsa Bacanin
Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm. 1-7 - Bharat Richhariya, Muhammad Tanveer:
Universum least squares twin parametric-margin support vector machine. 1-8 - Lam Dang Pham, Ian McLoughlin
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. 1-7 - Prabath Abeysekara, Hai Dong
Distributed Machine Learning for Predictive Analytics in Mobile Edge Computing Based IoT Environments. 1-8 - Tomasz Les, Tomasz Markiewicz, Miroslaw Dziekiewicz
Axis projection for Kidney-Region-Of-Interest detection in computed tomography. 1-6 - Daniel S. Levine:
What You Get is More Than What You See - or Less - in Models of Human Decision Making. 1-5 - Ammar Shaker, Christoph Gärtner, Xiao He, Shujian Yu:
Online Meta-Forest for Regression Data Streams. 1-8 - Ramazan Esmeli
Using Word2Vec Recommendation for Improved Purchase Prediction. 1-8 - Maryam Parsa
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. 1-9 - Tuan Pham Minh, Daniel Kottke, Anna Tsarenko, Christian Gruhl, Bernhard Sick
Improving Self-Adaptation For Multi-Sensor Activity Recognition with Active Learning. 1-8 - Xia Xiao, Chao Shang, Jinbo Bi, Sanguthevar Rajasekaran:
Predicting Outcomes of Chemical Reactions: A Seq2Seq Approach with Multi-view Attention and Edge Embedding. 1-8 - Shoumik Roychowdhury, Shounak Roychowdhury:
A Modular Framework to Predict Alzheimer's Disease Progression Using Conditional Generative Adversarial Networks. 1-8 - Arlete Teresinha Beuren, Alceu de Souza Britto Jr., Jacques Facon:
Sky/Ground Segmentation Using Different Approaches. 1-8 - Rakesh Kumar Sanodiya, Alwyn Mathew, Jimson Mathew, Matloob Khushi
Statistical and Geometrical Alignment using Metric Learning in Domain Adaptation. 1-8 - Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. 1-7 - Hassam Ullah Sheikh, Ladislau Bölöni:
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward. 1-8 - Louis Jensen, Jacob Harer, Sang Chin:
NodeDrop: A Method for Finding Sufficient Network Architecture Size. 1-9 - Imran Razzak
Skin Lesion Analysis Toward Accurate Detection of Melanoma using Multistage Fully Connected Residual Network. 1-8 - Tao Liang, Jin Liu:
Meta-Path Generation Online for Heterogeneous Network Embedding. 1-8 - Jizhi Peng, Zhixiong Nan, Linhai Xu, Jingmin Xin, Nanning Zheng:
A Deep Model for Joint Object Detection and Semantic Segmentation in Traffic Scenes. 1-8 - Haider Raza
Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation Application. 1-8 - Anik Khan, Kishor Datta Gupta
CIDMP: Completely Interpretable Detection of Malaria Parasite in Red Blood Cells using Lower-dimensional Feature Space. 1-8 - Peter Sussner, Israel Campiotti, Manuel Alejandro Quispe Torres
Hybrid Gray-Scale and Fuzzy Morphological/Linear Perceptrons Trained By Extreme Learning Machine. 1-8 - Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. 1-8 - Lei Shen, Xiaoyu Guo, Meng Chen:
Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation. 1-8 - Guang Yao, Zongxuan Liu, Xufeng Guo, Chaoshi Wei, Xinfeng Li, Zhihao Chen:
Prediction of Weather Radar Images via a Deep LSTM for Nowcasting. 1-8 - Yanyun Tao, Guoqi Yue, Kaixin Wang, Yuzhen Zhang, Bin Jiang:
A cascaded step-temporal attention network for ECG arrhythmia classification. 1-8 - Ying Xu, Xu Zhong, Antonio José Jimeno-Yepes, Jey Han Lau:
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. 1-8 - Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. 1-8 - Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao:
Segmented Pairwise Distance for Time Series with Large Discontinuities. 1-8 - Tiancheng Shen, Jia Jia, Yan Li, Hanjie Wang, Bo Chen:
Enhancing Music Recommendation with Social Media Content: an Attentive Multimodal Autoencoder Approach. 1-8 - Pawel Pelka
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting. 1-8 - Stéphane Ayache, Ronan Sicre, Thierry Artières:
Transfer Learning by Weighting Convolution. 1-8 - Yixuan Chai, Guohua Liu, Ziwei Jin, Donghong Sun:
How to Keep an Online Learning Chatbot From Being Corrupted. 1-8 - Motoki Iwashita, Daisuke Katagami:
Psychological Effects of Compliment Expressions by Communication Robots on Humans. 1-8 - Regina R. Parente, Ricardo B. C. Prudêncio:
One-Class Classification for Selecting Synthetic Datasets in Meta-Learning. 1-8 - Pradeep Kr. Banerjee, Guido Montúfar:
The Variational Deficiency Bottleneck. 1-8 - Antônio Carlos da Silva Barros, Elene F. Ohata, Suane Pires P. da Silva, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho:
An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning. 1-8 - Pasquale Ardimento
Data-Aware Declarative Process Mining for Malware Detection. 1-8 - Aparup Khatua, Erik Cambria
Deciphering Public Opinion of Nuclear Energy on Twitter. 1-8 - Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
Online Knowledge Acquisition with the Selective Inherited Model. 1-7 - Suyash Sangwan, Md. Shad Akhtar, Pranati Behera, Asif Ekbal:
I didn't mean what I wrote! Exploring Multimodality for Sarcasm Detection. 1-8 - Bryan Lim, Stefan Zohren, Stephen Roberts:
Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction. 1-8 - Yaoquan Yu, Yuefeng Guo, Zhiyuan Zhang, Mengshi Li, Tianyao Ji, Wenhu Tang, Qinghua Wu:
Intelligent Classification and Automatic Annotation of Violations based on Neural Network Language Model. 1-7 - Fei Sun, Yangjie Xu, Weidong Sun:
SPSN: Seed Point Selection Network in Point Cloud Instance Segmentation. 1-8 - Xueting Zhang, Yuting Qiang, Flood Sung, Yongxin Yang, Timothy M. Hospedales:
RelationNet2: Deep Comparison Network for Few-Shot Learning. 1-8 - Junfeng Hu, Jun Liao, Li Liu, Wenchao Ma:
RCapsNet: A Recurrent Capsule Network for Text Classification. 1-8 - Haoran Xu, Yongjun Wang, Shuhui Fan, Peidai Xie, Aizhi Liu:
DSmith: Compiler Fuzzing through Generative Deep Learning Model with Attention. 1-9 - Ding Qin, Xiaodong Gu:
Single Image Super-Resolution with Hierarchical Receptive Field. 1-8 - Aakansha Mishra, Ashish Anand, Prithwijit Guha:
CQ-VQA: Visual Question Answering on Categorized Questions. 1-8 - Wenjie Lu, Jie Zhou, Leiying Zhou, Gongshen Liu, Quanhai Zhang:
Challenge Training to Simulate Inference in Machine Translation. 1-8 - Christian Bauckhage, Ramsés J. Sánchez, Rafet Sifa:
Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. 1-6 - Luiz Ricardo Takeshi Horita, Denis Fernando Wolf, Valdir Grassi Jr.
Effective Deep Reinforcement Learning Setups for Multiple Goals on Visual Navigation. 1-8 - Ruiyang Yang, Hongyin Tang, Beihong Jin:
Monoceros: A New Approach for Training an Agent to Play FPS Games. 1-8 - Zhichen Lai, Chenwei Tang, Jiancheng Lv:
Arbitrary Chinese Font Generation from a Single Reference. 1-7 - Aaron R. Young
Scaled-up Neuromorphic Array Communications Controller (SNACC) for Large-scale Neural Networks. 1-8 - Aman Jaiswal, Suraj Kumar
En-VStegNET: Video Steganography using spatio-temporal feature enhancement with 3D-CNN and Hourglass. 1-8 - Feng Chen, Yunkai Shang, Jincheng Hu, Bo Xu:
Few Features Attack to Fool Machine Learning Models through Mask-based GAN. 1-7 - Sonia, Rashmi Dutta Baruah:
Transfer Learning in Smart Home Scenario. 1-8 - Zhaocheng Zhang, Gang Yang:
Deep Representation of Hierarchical Semantic Attributes for Zero-shot Learning. 1-8 - Vassilis C. Nicodemou, Iason Oikonomidis, Georgios Tzimiropoulos, Antonis A. Argyros:
Learning to Infer the Depth Map of a Hand from its Color Image. 1-8 - Majdi Khalid
Proximal Stochastic AUC Maximization. 1-8 - Zhenhua Shi
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. 1-8 - Soha A. Nossier, Julie A. Wall
A Comparative Study of Time and Frequency Domain Approaches to Deep Learning based Speech Enhancement. 1-8 - B. Rasitha Fernando
3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. 1-8 - Roghayeh Mojarad, Ferhat Attal, Abdelghani Chibani, Yacine Amirat:
A Hybrid Context-aware Framework to Detect Abnormal Human Daily Living Behavior. 1-8 - Alejandro Romero, Francisco Bellas
Developmental Learning of Value Functions in a Motivational System for Cognitive Robotics. 1-8 - Dongming Zhou, Canlong Zhang, Zhixin Li, Zhiwen Wang:
Multi-level Visual Fusion Networks for Image Captioning. 1-8 - Dhruval Jain, Debi Prasanna Mohanty, Sanjeev Roy, Naresh Purre, Sukumar Moharana:
On-device Filtering of Social Media Images for Efficient Storage. 1-7 - Xu Zhang, Boming Li, Chao Song, Zhengwen Huang, Yan Li:
SASRM: A Semantic and Attention Spatio-temporal Recurrent Model for Next Location Prediction. 1-8 - Chirath Pathiravasam, Paranietharan Arunagirinathan, Iroshani Jayawardene, Ganesh K. Venayagamoorthy
Spatio-Temporal Distributed Solar Irradiance and Temperature Forecasting. 1-8 - Dan Barsever, Sameer Singh, Emre Neftci
Building a Better Lie Detector with BERT: The Difference Between Truth and Lies. 1-7 - Leonardo Conegundes Martinez, Adriano César Machado Pereira
Beating the Stock Market with a Deep Reinforcement Learning Day Trading System. 1-8 - Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Anomaly Detection in Trajectory Data with Normalizing Flows. 1-8 - Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao:
Learning Non-Unique Segmentation with Reward-Penalty Dice Loss. 1-8 - Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. 1-8 - Sujit Roy
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. 1-8 - Théo Morales, Andriy Sarabakha, Erdal Kayacan
Image Generation for Efficient Neural Network Training in Autonomous Drone Racing. 1-8 - Ziqiang Li, Hong Pan, Yaping Zhu, A. Kai Qin
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors. 1-8 - Akihiro Matsufuji, Haruka Sekino, Eri Sato-Shimokawara
A Calculation Method of the Similarity Between Trained Model and New Sample by using Gaussian Distribution. 1-6 - Adriano Lucieri
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. 1-10 - Huynh Thi Thanh Binh, Nguyen Phi Le, Binh-Minh Nguyen, Trinh Thu Hai, Quang Minh Ngo, Do Bao Son
A Reinforcement Learning Algorithm for Resource Provisioning in Mobile Edge Computing Network. 1-7 - Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu:
Identifying Optimism and Pessimism in Twitter Messages Using XLNet and Deep Consensus. 1-8 - Yingjie Xu, Jun Guo:
Low Resolution Handwritten Digit String Recognition based on Object Detection Network. 1-7 - Jinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Ruipeng Jia:
Improving Abstractive Summarization with Iterative Representation. 1-8 - Kyle Pretorious, Nelishia Pillay:
A Comparative Study of Classifiers for Thumbnail Selection. 1-7 - Yusen Liu, Dayiheng Liu, Jiancheng Lv, Yongsheng Sang:
Generating Chinese Poetry from Images via Concrete and Abstract Information. 1-8 - Kun Xiong, Liu Jiang, Xuan Dang, Guolong Wang, Wenwen Ye, Zheng Qin:
Towards Personalized Aesthetic Image Caption. 1-8 - Tulika Saha
Transfer Learning based Task-oriented Dialogue Policy for Multiple Domains using Hierarchical Reinforcement Learning. 1-8 - Omar Kawi, Kathy Clawson, Paul Dunn, Daniel Knight, Jonathan Hodgson, Yonghong Peng:
Medical Formulation Recognition (MFR) using Deep Feature Learning and One Class SVM. 1-7 - Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu:
Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks. 1-8 - Le-Yan Tao, Bao-Liang Lu:
Emotion Recognition under Sleep Deprivation Using a Multimodal Residual LSTM Network. 1-8 - Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin:
Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked Decoder. 1-8 - Anouar Kherchouche, Sid Ahmed Fezza
Detection of Adversarial Examples in Deep Neural Networks with Natural Scene Statistics. 1-7 - Milad Mozafari, Leila Reddy, Rufin VanRullen:
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. 1-8 - Samuel da S. Oliveira
Machine Learning Based Seismic Region Classification. 1-6 - Bruno Henrique Meyer, Aurora Trinidad Ramirez Pozo
Improving Barnes-Hut t-SNE Scalability in GPU with Efficient Memory Access Strategies. 1-8 - Bastien Nollet, Mathieu Lefort
Learning Arithmetic Operations With A Multistep Deep Learning. 1-8 - Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. 1-8 - Vassilis G. Kaburlasos, Eleni Vrochidou
Toward Big Data Manipulation for Grape Harvest Time Prediction by Intervals' Numbers Techniques. 1-6 - Mauro Giampieri, Luca Baldini
Facing Big Data by an Agent-Based Multimodal Evolutionary Approach to Classification. 1-8 - Haoran Li, Qichao Zhang, Dongbin Zhao, Yaran Chen:
RailNet: An Information Aggregation Network for Rail Track Segmentation. 1-7 - Brian Chmiel, Chaim Baskin
Feature Map Transform Coding for Energy-Efficient CNN Inference. 1-9 - Sam Green, Craig M. Vineyard, Ryan Helinski, Çetin Kaya Koç:
RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search. 1-7 - Jen-Tzung Chien
Stochastic Convolutional Recurrent Networks. 1-6 - Daniel A. Magallón
Design of a Morlet wavelet control algorithm using super-twisting sliding modes applied to an induction machine. 1-8 - Mohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras
Deep Learning Towards Intelligent Vehicle Fault Diagnosis. 1-7 - Tong Zhang, Di Wang, Huanhuan Chen, Zhiwei Zeng
BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection. 1-8 - Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. 1-8 - Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder
Towards Best Practice in Explaining Neural Network Decisions with LRP. 1-7 - Charu Sharma
Learning Representations using Spectral-Biased Random Walks on Graphs. 1-8 - Alvaro D. Orjuela-Cañón
Granger Causality Analysis based on Neural Networks Architectures for bivariate cases. 1-6 - Yonas Yehualaeshet Tefera, Tewodros Kibatu, Bethelhem Seifu Shawel
Recurrent Neural Network-based Base Transceiver Station Power Supply System Failure Prediction. 1-7 - Antonio Morán
Control of Complex Nonlinear Dynamic Systems with Incremental Deep Learning Neural Networks. 1-8 - Marinus Toman
Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft. 1-8 - Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage:
Novelty-Guided Reinforcement Learning via Encoded Behaviors. 1-8 - Aung Aung Phyo Wai, Heng Guo, Ying Chi
Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI). 1-8 - Eleftherios Spyromitros Xioufis, Konstantinos Sechidis, Ioannis P. Vlahavas:
Multi-target regression via output space quantization. 1-9 - Julien Abrossimoff, Alexandre Pitti, Philippe Gaussier:
Working-memory prefrontal model for cognitive flexibility in task-switching and selection. 1-7 - Heng Liu, Gregory Ditzler:
Detecting Adversarial Audio via Activation Quantization Error. 1-7 - Harish Kumar Manchukonda, Shahram Rahimi, Alexander Sommers, Sean Bozorgzad, Junfeng Ma:
A Study of Emergency Department Patient Admittance Predictors. 1-7 - Keqing He, Yuanmeng Yan, Hong Xu, Sihong Liu, Zijun Liu, Weiran Xu:
Learning Label-Relational Output Structure for Adaptive Sequence Labeling. 1-8 - Le Thanh Nguyen-Meidine, Eric Granger
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation. 1-8 - Jia-Rui Zhang, Hongzheng Li, Shumin Shi, Heyan Huang, Yue Hu, Xiangpeng Wei:
Dynamic Attention Aggregation with BERT for Neural Machine Translation. 1-8 - Yang Lin
Temporal Convolutional Neural Networks for Solar Power Forecasting. 1-8 - Pu Li, Xiaobai Liu, K. J. Palmer, Erica Fleishman, Douglas Gillespie
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. 1-10 - Jing Bai, Wentao Yu, Anran Yuan, Zhu Xiao:
Airplane Detection in Optical Remote Sensing Video Using Spatial and Temporal Features. 1-7 - Hongxin Xiang, Ting Zeng, Yun Yang:
A Novel Sleep Stage Classification via Combination of Fast Representation Learning and Semantic-to-Signal Learning. 1-8 - Ye-Sheen Lim, Denise Gorse:
Deep Probabilistic Modelling of Price Movements for High-Frequency Trading. 1-8 - Jaroslaw Protasiewicz
A Neural Network Toolbox for Electricity Consumption Forecasting. 1-6 - Esteban Reyes, Pablo A. Estévez
Transformation Based Deep Anomaly Detection in Astronomical Images. 1-8 - Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal:
Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. 1-7 - Basma Abdulaimma, Paul Fergus, Carl Chalmers
Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes. 1-8 - Ahoud Alhazmi
Analyzing the Sensitivity of Deep Neural Networks for Sentiment Analysis: A Scoring Approach. 1-7 - Ahlam Alnefaie
End-to-End Analysis for Text Detection and Recognition in Natural Scene Images. 1-8 - Richard A. McAllister, John W. Sheppard:
Enhancing Neural Networks with Locality-Sensitive Clustering of Internal Representations. 1-8 - Luca Oneto
Deep Learning for Cavitating Marine Propeller Noise Prediction at Design Stage. 1-10 - Thomas Vacek:
Regularizing Pattern Recognition with Conditional Probability Estimates. 1-10 - Binbin Qiu, Jinjin Guo, Xiaodong Li, Yunong Zhang
Solving Discrete Dynamic Nonlinear Equation System Using New-Type DTG Model With Occasionally-Singular Jacobian Matrix. 1-8 - Meilin Zhou, Qi Liang, Lu Ma, Dan Luo, Peng Zhang, Bin Wang:
Towards Selective Data Enhanced Implicit Discourse Relation Recognition via Reinforcement Learning. 1-8 - Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang:
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron. 1-10 - Yuan Pu, Shaochen Wang, Xin Yao, Bin Li:
Latent Context Based Soft Actor-Critic. 1-7 - Yachen Kang, Sibo Gai, Feng Zhao, Donglin Wang, Ao Tang:
Deep Transfer Collaborative Filtering with Geometric Structure Preservation for Cross-Domain Recommendation. 1-8 - Xiaocong Chen
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation. 1-8 - Mingli Zhang, Dongsheng Xiao, Timothy H. Murphy, Jean-Baptiste Poline, Alan C. Evans:
Group-Patch Based Classification and Asymptotic Predicting Imbalanced Neuron Spikes. 1-6 - Kaiqiang Xu, Zhulin An
HLNet: Modeling High and Low Frequencies for Scene Parsing. 1-8 - Zeineb Ghrib, Rakia Jaziri, Rim Romdhane:
Hybrid approach for Anomaly Detection in Time Series Data. 1-7 - Qian Zhang
Cross-Domain Recommendation with Multiple Sources. 1-7 - Xiaobo Shu, Bowen Yu, Zhenyu Zhang, Tingwen Liu:
DRG2vec: Learning Word Representations from Definition Relational Graph. 1-9 - Ziyi Zhao, Zhao Jin, Wentian Bai, Wentan Bai, Carlos Caicedo
Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density Prediction. 1-8 - Sanatan Sukhija, Srenivas Varadarajan, Narayanan C. Krishnan
Multi-Partition Feature Alignment Network for Unsupervised Domain Adaptation. 1-8 - Abtin Riasatian, Maral Rasoolijaberi, Morteza Babaie, Hamid R. Tizhoosh:
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images. 1-8 - Chen Li, Runze Chen
Robustness to Noisy Synaptic Weights in Spiking Neural Networks. 1-8 - Shenghuan Zhang, Brendan McCane
Trait depressivity prediction with EEG signals via LSBoost. 1-8 - Zhenyu Zhang, Xiaobo Sind, Tingwen Liu, Zheng Fang, Quangang Li
Joint Entity Linking and Relation Extraction with Neural Networks for Knowledge Base Population. 1-8 - Subhrajit Samanta, Mahardhika Pratama
A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. 1-8 - Hoon Chung, Hyeong-Bae Jeon, Jeon Gue Park
Semi-supervised Training for Sequence-to-Sequence Speech Recognition Using Reinforcement Learning. 1-6 - Andre Mendes, Julian Togelius
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder. 1-8 - Dengdi Sun, Fanchen Zeng, Bin Luo, Jin Tang, Zhuanlian Ding:
Information Enhanced Graph Convolutional Networks for Skeleton-based Action Recognition. 1-7 - Rongkai Zhang, Anatolii Prokhorchuk, Justin Dauwels:
Deep Reinforcement Learning for Traveling Salesman Problem with Time Windows and Rejections. 1-8 - Omar Ali
Conventional and Structure Based Sentiment Analysis: A Survey. 1-8 - Alessandro Betti, Marco Gori, Simone Marullo
Developing Constrained Neural Units Over Time. 1-8 - Christos Kouppas
Balance Control of a Bipedal Robot Utilizing Intuitive Pattern Generators with Extended Normalized Advantage Functions. 1-8 - João V. C. Moraes, Jessica T. S. Reinaldo, Ricardo B. C. Prudêncio, Telmo de Menezes e Silva Filho:
Item Response Theory for Evaluating Regression Algorithms. 1-8 - Luis Miguel Núñez, Margarida Julià-Sapé
Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis. 1-8 - Jefferson Fontinele, Marcelo Mendonça, Marco Ruiz, João P. Papa, Luciano Oliveira:
Faster α-expansion via dynamic programming and image partitioning. 1-8 - Abdul Wahid
An Outlier Detection Algorithm based on KNN-kernel Density Estimation. 1-8 - Apurva Gandhi, Shomik Jain:
Adversarial Perturbations Fool Deepfake Detectors. 1-8 - Parham M. Kebria, Abbas Khosravi, Saeid Nahavandi:
Neural Network Control of Teleoperation Systems with Delay and Uncertainties based on Multilayer Perceptron Estimations. 1-7 - David Novoa-Paradela
Online learning for anomaly detection via subdivisible convex hulls. 1-8 - Johan Garcia, Topi Korhonen:
DIOPT: Extremely Fast Classification Using Lookups and Optimal Feature Discretization. 1-8 - Yun Ma
Mixing Up Real Samples and Adversarial Samples for Semi-Supervised Learning. 1-8 - Javier Osorio, Alejandro Beltran
Enhancing the Detection of Criminal Organizations in Mexico using ML and NLP. 1-7 - Weijie Ke, Yannan Xing, Gaetano Di Caterina
Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition. 1-7 - Wei Shao
Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks. 1-8 - Qi Zhang, Zhen Lei, Stan Z. Li:
Neighborhood-Aware Attention Network for Semi-supervised Face Recognition. 1-8 - Giuseppe Marra
Local Propagation in Constraint-based Neural Networks. 1-8 - Rohan Banerjee, Avik Ghose, Kayapanda M. Mandana:
A Hybrid CNN-LSTM Architecture for Detection of Coronary Artery Disease from ECG. 1-8 - Lele Huang, Huifang Ma, Xiangchun He, Liang Chang:
Leveraging Multisource Information in Matrix Factorization for Social Collaborative Filtering. 1-8 - Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li:
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning. 1-10 - Xueyang Li, Yongfeng Huang, Cairong Yan, Lihao Liu:
IT-Block: Inverted Triangle Block embedded U-Net for Medical Image Segmentation. 1-8 - Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting. 1-8 - Yunjian Zhang, Yanwei Liu, Liming Wang, Zhen Xu, Qiuqing Jin:
RegionSparse: Leveraging Sparse Coding and Object Localization to Counter Adversarial Attacks. 1-8 - Divish Rengasamy, Benjamin Rothwell
Asymmetric Loss Functions for Deep Learning Early Predictions of Remaining Useful Life in Aerospace Gas Turbine Engines. 1-7 - Emir Demirel, Sven Ahlbäck, Simon Dixon:
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention. 1-8 - Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso:
Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity Networks. 1-7 - Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong:
Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. 1-8 - Bernardo M. Firme
Multi-agent system for dynamic scheduling. 1-8 - Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin
Generating High-Fidelity Images with Disentangled Adversarial VAEs and Structure-Aware Loss. 1-8 - Ting Ye, Jun Liao, Xuewen Yan, Hao Luo, Wenbing Zhang, Li Liu:
Discovering biomedical causality by a generative Bayesian causal network under uncertainty. 1-8 - Weidong Tian, Bin He, Nanxun Wang, Zhongqiu Zhao:
Multi-Channel Co-Attention Network for Visual Question Answering. 1-8 - Weili Guo, Liping Xie, Zhenyong Fu, Jianhui Guo, Guochen Pang, Jian Yang:
Analytical form of Fisher information matrix of bipoloar-activation-function-based multilayer perceptrons. 1-8 - Li Li, Sarah M. Erfani, Chien Aun Chan
Discovery of contrast corridors from trajectory data in heterogeneous dynamic cellular networks. 1-8 - Naresh Balaji Ravichandran
Learning representations in Bayesian Confidence Propagation neural networks. 1-7 - Feng Liang, Wei Dai, Yunfeng Huang, Weike Pan, Zhong Ming:
PAT: Preference-Aware Transfer Learning for Recommendation with Heterogeneous Feedback. 1-7 - Vassilis S. Kodogiannis
An Asymmetric Neuro-Fuzzy Model for the Detection of Meat Spoilage. 1-8 - Xia Hong, Hong Wei, Junbin Gao:
Nonlinear Logistic Regression Model Based On Simplex Basis Function. 1-8 - Rishabh Ramteke, Peter J. Stuckey, Jeffrey Chan, Kotagiri Ramamohanarao, James Bailey, Christopher Leckie, Emir Demirovic:
Improving Single and Multi-View Blockmodelling by Algebraic Simplification. 1-7 - Ehsan Hallaji
Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. 1-8 - Dong Zhao, Marios M. Polycarpou:
Distributed Fault Accommodation for a Class of Interconnected Nonlinear Systems with Event-Triggered Inter-Communications. 1-6 - Flávia Alves
Sensor Data for Human Activity Recognition: Feature Representation and Benchmarking. 1-8 - Muhammad Mansoor
Echo State Network Performance in Electrical and Industrial Applications. 1-7 - Asma Baghdadi, Rahma Fourati
Robust feature learning method for epileptic seizures prediction based on long-term EEG signals. 1-7 - Narito Amako, Naoki Masuyama, Chu Kiong Loo, Yusuke Nojima
Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments. 1-8 - Chengkun Zhang, Junbin Gao, Steven Lu:
Cluster Developing 1-Bit Matrix Completion. 1-8 - Ying Ma
MetaCGAN: A Novel GAN Model for Generating High Quality and Diversity Images with Few Training Data. 1-7 - Prayag Gowgi, Shayan Srinivasa Garani:
Hessian-based Bounds on Learning Rate for Gradient Descent Algorithms. 1-8 - Paul Kirkland
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping. 1-8 - Xinhan Di, Pengqian Yu, Rui Bu, Mingchao Sun:
Mutual Information Maximization in Graph Neural Networks. 1-7 - Anjin Liu, Guangquan Zhang, Kun Wang
Fast Switch Naïve Bayes to Avoid Redundant Update for Concept Drift Learning. 1-7 - Dai Hoang Tran
HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems. 1-8 - Cephas A. S. Barreto
Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods. 1-8 - Weichong Ng, Guohua Wang, Siddhartha, Zhiping Lin, Bhaskar Jyoti Dutta:
Range-Doppler Detection in Automotive Radar with Deep Learning. 1-8 - Luyang Hou, Shuai Ma, Jun Yan, Chun Wang, Jia Yuan Yu:
Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. 1-8 - Mubarak G. Abdu-Aguye
Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors. 1-6 - Shailesh Sridhar, Snehanshu Saha, Azhar Shaikh, Rahul Yedida
Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data Sets. 1-8 - Amlan Basu
Modified Capsule Neural Network (Mod-CapsNet) for Indoor Home Scene Recognition. 1-6 - Maxence Ferrari, Hervé Glotin, Ricard Marxer, Mark Asch
DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification. 1-8 - Dong Liu, Minh Thành Vu, Saikat Chatterjee, Lars K. Rasmussen:
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning. 1-10 - Imran Razzak
Deep Analysis of Handwritten Notes for Early Diagnosis of Neurological Disorders. 1-6 - Haiyin Piao, Zhixiao Sun, Guanglei Meng, Hechang Chen, Bohao Qu, Kuijun Lang, Yang Sun, Shengqi Yang
Beyond-Visual-Range Air Combat Tactics Auto-Generation by Reinforcement Learning. 1-8 - Hongmin Li, Xiucai Ye, Akira Imakura, Tetsuya Sakurai:
Hubness-based Sampling Method for Nyström Spectral Clustering. 1-8 - Shui-Hua Wang, Gerry P. McCann
Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction Capabilities. 1-8 - Tikara Hosino:
Variational Bayesian Parameter-Based Policy Exploration. 1-7 - YingYing Ge, Jun Li, ChenYing Meng:
A Hybrid Firefly Algorithm Based on Orthogonal Opposition. 1-8 - Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue
Product Categorization by Title Using Deep Neural Networks as Feature Extractor. 1-7 - Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs. 1-8 - Chunpeng Wu, Bin Ni, Hai Li:
Redistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer. 1-8 - Jonathan Bac
Local intrinsic dimensionality estimators based on concentration of measure. 1-8 - Krzysztof Adamiak, Pawel Kapusta
Facial Appearance Modifications using SKPCA-Derived Features Extracted from Convolutional Autoencoder's Latent Space. 1-7 - Callum Wilson
A Novel Update Mechanism for Q-Networks Based On Extreme Learning Machines. 1-7 - Fucheng Pan, Beilei Bian, Binxu Wang, Yueping Yang, Xiaoming Ju:
Weakly Supervised Object Localization Using Self-Paced Pyramid Adversarial Learning. 1-8 - Haider Raza
Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance. 1-8 - Ruitong Li, Gang Hu, Min Peng:
Hierarchical Embedding for Code Search in Software Q&A Sites. 1-10 - Ravi Tej Akella, Shirsendu Sukanta Halder
Enhancing Perceptual Loss with Adversarial Feature Matching for Super-Resolution. 1-8 - Karol Cheinski, Pawel Wawrzynski:
DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform. 1-6 - Robin Chan
Controlled False Negative Reduction of Minority Classes in Semantic Segmentation. 1-8 - Gulsum Alicioglu, Bo Sun, Shen-Shyang Ho:
Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation. 1-8 - Chiranjibi Sitaula
HDF: Hybrid Deep Features for Scene Image Representation. 1-8 - Yinghua Gao, Naiqi Li, Ning Ding, Yiming Li
Generalized Local Aggregation for Large Scale Gaussian Process Regression. 1-8 - Cheng-Hsiang Hu, Yi-Ling Chen:
Forecasting Time Series for Electricity Consumption Data Using Dynamic Weight Ensemble Model. 1-9 - Riccardo Massa, Alberto Marchisio
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor. 1-9 - Muhammed Furkan Kucuk
Performance analysis of neural network topologies and hyperparameters for deep clustering. 1-6 - Zhe Liu
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction. 1-8 - Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin:
Enhancing Pre-trained Language Representation for Multi-Task Learning of Scientific Summarization. 1-8 - Syeda Alleena Riaz, Saeeda Naz, Imran Razzak
Multipath Deep Shallow Convolutional Networks for Large Scale Plant Species Identification in Wild Image. 1-7 - Toshitaka Matsuki, Souya Inoue, Katsunari Shibata:
Q-learning with exploration driven by internal dynamics in chaotic neural network. 1-7 - Kart-Leong Lim:
Non-conjugate Posterior using Stochastic Gradient Ascent with Adaptive Stepsize. 1-8 - Matheus Camilo da Silva, André Armstrong Janino Cizotto, Emerson Cabrera Paraiso
A Developer Recommendation Method Based on Code Quality. 1-8 - Zhenshan Tan
SBN: Scale Balance Network for Accurate Salient Object Detection. 1-7 - Lukasz Korycki, Bartosz Krawczyk:
Online Oversampling for Sparsely Labeled Imbalanced and Non-Stationary Data Streams. 1-8 - Haobo Rao, Zhiheng Zhou, Bo Li, Xin Shu:
DAGNet: Exploring the Structure of Objects for Saliency Detection. 1-8 - Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin:
End-to-end Multimodel Deep Learning for Malware Classification. 1-7 - Buddhika Kasthuriarachchy
Pre-trained Language Models with Limited Data for Intent Classification. 1-9 - Yuki Sunaga, Ryo Natsuaki
Similar land-form discovery: Complex absolute-value max pooling in complex-valued convolutional neural networks in interferometric synthetic aperture radar. 1-7 - Kai Yi, Yi Guo, Yanan Fan, Jan Hamann, Yu Guang Wang:
Cosmo VAE: Variational Autoencoder for CMB Image Inpainting. 1-7 - Weidong Zou, Yuanqing Xia, Weipeng Cao:
Dense Broad Learning System based on Conjugate Gradient. 1-6 - Jhonatan Geremias, Altair O. Santin
Towards Real-time Video Content Detection in Resource Constrained Devices. 1-8 - Hadar Shalev, Peerly Setter, Ruth Kimchi, Hagit Hel-Or:
Hiding Data in Images Using Spectral Filtering and Deep Neural Networks. 1-9 - Laura Jamieson, Carlos Francisco Moreno-García
Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. 1-7 - Zishu Gao, Guodong Yang, En Li, Zize Liang:
Learning Single-view Object Reconstruction with Scaling Volume-View Supervision. 1-8 - Sumeet S. Shah, John W. Sheppard:
Evaluating Explanations of Convolutional Neural Network Image Classifications. 1-8 - Xiang Wu, Juyang Weng:
Muscle Vectors as Temporally Dense "Labels". 1-8 - Fang Lei, Zhiping Peng, Vassilis Cutsuridis, Mei Liu, Yicheng Zhang, Shigang Yue:
Competition between ON and OFF Neural Pathways Enhancing Collision Selectivity. 1-8 - Xiaobo Shu, Mengge Xue, Yanzeng Li
BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph. 1-8 - Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão
Metric Learning for Electrical Submersible Pump Fault Diagnosis. 1-8 - Muhammad Fakhrur Rozi, Sangwook Kim, Seiichi Ozawa:
Deep Neural Networks for Malicious JavaScript Detection Using Bytecode Sequences. 1-8 - Félix Escalona, Diego Viejo, Robert B. Fisher, Miguel Cazorla:
NurbsNet: A Nurbs approach for 3d object recognition. 1-7 - Sheng Bi, Peng Shi, Yuntao Du, Bin Jin, Lingshuang Yu:
Mining Knowledge within Categories in Global and Local Fashion for Multi-Label Text Classification. 1-8 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
Analyzing the Capacity of Distributed Vector Representations to Encode Spatial Information. 1-7 - Spoorthy Paresh, Naveen Kumar Thokala, Angshul Majumdar, M. Girish Chandra:
Multi-Label Auto-Encoder based Electrical Load Disaggregation. 1-6 - Jonas Prellberg, Oliver Kramer:
Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. 1-8 - Sara Mumtaz, Carlos Rodríguez
Learning Word Representation for the Cyber Security Vulnerability Domain. 1-8 - Sajjad Bahrami, Ertem Tuncel:
Mitigating Outlier Effect in Online Regression: An Efficient Usage of Error Correntropy Criterion. 1-6 - Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network. 1-10 - Shuhui Fan, Shaojing Fu, Haoran Xu, Chengzhang Zhu:
Expose Your Mask: Smart Ponzi Schemes Detection on Blockchain. 1-7 - Hisham Al-Mubaid, Andrew Nash:
A Feature Learning based Technique to Classify Medline Disease Abstracts. 1-8 - Adrian Lancucki, Jan Chorowski
Robust Training of Vector Quantized Bottleneck Models. 1-7 - Deepak Kumar Jain, Akshi Kumar
ATT: Attention-based Timbre Transfer. 1-6 - Kellyton dos Santos Brito
Predicting Brazilian and U.S. Elections with Machine Learning and Social Media Data. 1-8 - Hideki Oki, Motoshi Abe, Jun'ichi Miyao, Takio Kurita
Triplet Loss for Knowledge Distillation. 1-7 - Juyang Weng, Zejia Zheng, Xiang Wu, Juan L. Castro-Garcia:
Autonomous Programming for General Purposes: Theory and Experiments. 1-8 - Artur O. R. Franco, Felipe F. Soares, Aloísio Vieira Lira Neto, José A. F. de Macêdo, Paulo A. L. Rego, Fernando A. C. Gomes
Vehicle Re-Identification by Deep Feature Embedding and Approximate Nearest Neighbors. 1-8 - Binyang Wang, Huifang Li, Zhiwei Lin, Yuanqing Xia:
Temporal Fusion Pointer network-based Reinforcement Learning algorithm for Multi-Objective Workflow Scheduling in the cloud. 1-8 - Ramon Gomes da Silva
Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods. 1-8 - Yiwen Chen, Zhaojie Ju, Chenguang Yang:
Combining Reinforcement Learning and Rule-based Method to Manipulate Objects in Clutter. 1-6 - Chen Wang, Chengyuan Deng, Vladimir Ivanov
SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations. 1-9 - José Alonso Aguirre-Núñez, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán:
Non-Intrusive Appliance Load Monitoring in an Intelligent Device at the Edge layer. 1-8 - Alper Sekerci, Özlem Salehi
Language Inference with Multi-head Automata through Reinforcement Learning. 1-8 - Zohaib M. Jan
Optimal Clusters Generation for Maximizing Ensemble Classifier Performance. 1-7 - Marek Orlinski, Norbert Jankowski:
O (m log m) instance selection algorithms - RR-DROPs. 1-8 - Nuno Dionísio
Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. 1-8 - Zipeng Wu
A novel dynamically adjusted regressor chain for taxi demand prediction. 1-10 - Mingyuan Meng
Spiking Inception Module for Multi-layer Unsupervised Spiking Neural Networks. 1-8 - Fangzhou Luo
Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN. 1-7 - Saurabh Srivastava, Puneet Agarwal, Gautam Shroff, Lovekesh Vig, Vidya Vikas:
Capsule Based Neural Network Architecture to perform completeness check for Patent Eligibility Process. 1-8 - Imran Razzak
Cooperative Evolution Multiclass Support Matrix Machines. 1-8 - Benjamin Paassen
Tree Echo State Autoencoders with Grammars. 1-8 - Bingxin Zhou
On the Trend-corrected Variant of Adaptive Stochastic Optimization Methods. 1-8 - Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. 1-8 - Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David:
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. 1-10 - Kun Shao, Yuanheng Zhu, Zhentao Tang, Dongbin Zhao:
Cooperative Multi-Agent Deep Reinforcement Learning with Counterfactual Reward. 1-8 - Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. 1-8 - Riccardo Pecori
IoT Attack Detection with Deep Learning Analysis. 1-8 - Jiahao Zhang, Miao Li, Chenguang Yang
Robotic grasp detection using effective graspable feature selection and precise classification. 1-6 - Nicolás Cruz, Javier Ruiz-del-Solar
Closing the Simulation-to-Reality Gap using Generative Neural Networks: Training Object Detectors for Soccer Robotics in Simulation as a Case Study. 1-8 - Moshé Cotacallapa, Lilian Berton, Leonardo Nascimento Ferreira, Marcos G. Quiles
Measuring the engagement level in encrypted group conversations by using temporal networks. 1-8 - Fei Wang, Zongfeng Xu, Weiwei Zhang, Shichao Wu
An Adaptive Control Approach for Intelligent Wheelchair Based on BCI Combining with QoO. 1-8 - Hongwei Ge, Kai Zhang, Yaqing Hou, Chao Yu, Mingde Zhao, Zhen Wang, Liang Sun:
Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification. 1-8 - Vinícius H. Resende, Murillo G. Carneiro
High-Level Classification for Multi-Label Learning. 1-8 - Chao Yang
Gated Res2Net for Multivariate Time Series Analysis. 1-7 - Zhenyang Su, Jing Li, Zhiquan Ding, Tianqi Qin, Yafu Xiao:
Support Correlation Filters Tracking using Mask Matrix. 1-8 - Caetano Mazzoni Ranieri
Unveiling Parkinson's Disease Features from a Primate Model with Deep Neural Networks. 1-8 - Hoang Thanh-Tung, Truyen Tran
Catastrophic forgetting and mode collapse in GANs. 1-10 - Deepak Kumar Jain, Rachna Jain
Relative Vehicle Velocity Estimation Using Monocular Video Stream. 1-8 - Jeff Mitchell, Jeffrey S. Bowers
Harnessing the Symmetry of Convolutions for Systematic Generalisation. 1-8 - Jan Freiwald, Lea Schönherr
Loss Functions for Deep Monaural Speech Enhancement. 1-7 - Dawei Zhang
Joint Representation Learning with Deep Quadruplet Network for Real-Time Visual Tracking. 1-8 - Da Luo, Jindian Su, Shanshan Yu:
A BERT-based Approach with Relation-aware Attention for Knowledge Base Question Answering. 1-8 - Alexander Holstrup, Lasse Starklit, Andrea Burattin:
Analysis of Information-Seeking Conversations with Process Mining. 1-8 - Maroua Bahri, Heitor Murilo Gomes
CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. 1-8 - Rachid Riad Saboundji, Róbert Adrian Rill:
Predicting Human Errors from Gaze and Cursor Movements. 1-8 - Kundjanasith Thonglek
Retraining Quantized Neural Network Models with Unlabeled Data. 1-8 - David Lynch, Lester T. W. Ho
Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural Networks. 1-8 - Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. 1-8 - Qilei Chen, Ping Liu, Jing Ni, Yu Cao, Benyuan Liu, Honggang Zhang:
Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images. 1-8 - Mengtao Sun
A Novel Ensemble Representation Framework for Sentiment Classification. 1-8 - Michele Lo Giudice
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. 1-7 - Raghad Al-Shabandar, Abir Hussain, Robert Keight, Wasiq Khan
Students Performance Prediction in Online Courses Using Machine Learning Algorithms. 1-7 - Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma:
Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral Normalization. 1-8 - Xin Li, Xiaoyue Wen, Bo Jin, Xiangfeng Wang, Junjie Wang, Jinghui Cai:
Visual-to-Semantic Hashing for Zero Shot Learning. 1-7 - Mateusz Szczepanski, Michal Choras, Marek Pawlicki
Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer Approach. 1-8 - David Guijo-Rubio
Time series ordinal classification via shapelets. 1-8 - Yujia Wu, Jing Li, Vincent Chen, Jun Chang, Zhiquan Ding, Zhi Wang:
Text Classification using Triplet Capsule Networks. 1-7 - Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
KutralNet: A Portable Deep Learning Model for Fire Recognition. 1-8 - Ahmad Zia Ul-Saufie, Dhiya Al-Jumeily
Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation. 1-5 - Pawel Wawrzynski, Pawel Zawistowski, Lukasz Lepak
Automatic hyperparameter tuning in on-line learning: Classic Momentum and ADAM. 1-8 - Xiangnan Zhong, Haibo He:
Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming. 1-8 - Yong Liao, Kui Meng, Jianshen Zhang, Gongshen Liu:
Unleashing the Potential of Attention Model for News Headline Generation. 1-8 - Rongchun Li, Junjie Zhang, Yuntao Liu, Yong Dou:
Towards Precise End-to-end Semi-Supervised Human Head Detection Network. 1-8 - Takuya Teguri, Teijiro Isokawa, Nobuyuki Matsui, Haruhiko Nishimura, Naotake Kamiura:
Time Series Prediction by Quaternionic Qubit Neural Network. 1-6 - Penny Chong, Lukas Ruff, Marius Kloft, Alexander Binder
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification. 1-9 - Mattias Nilsson
Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor. 1-7 - Mariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira:
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service. 1-8 - Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
Regression-based Music Emotion Prediction using Triplet Neural Networks. 1-7 - Tong Wei, Junlin Hou, Rui Feng:
Fuzzy Graph Neural Network for Few-Shot Learning. 1-8 - Peng Wang
Bayesian Neural Networks Uncertainty Quantification with Cubature Rules. 1-7 - Zhengshang Liu, Kotagiri Ramamohanarao:
Instance-Based Ensemble Selection Using Deep Reinforcement Learning. 1-7 - CScott Brown, Ryan G. Benton
Decision Surfaces of Localized Classifiers. 1-8 - Xiaoqian Zhu, Xiangrong Zhang, Tianyang Zhang, Peng Zhu, Xu Tang, Chen Li:
Discriminative Feature Pyramid Network For Object Detection In Remote Sensing Images. 1-7 - Olaoluwa Adigun
High Capacity Neural Block Classifiers with Logistic Neurons and Random Coding. 1-9 - Xiancong Chen, Weike Pan, Zhong Ming:
Adaptive Transfer Learning for Heterogeneous One-Class Collaborative Filtering. 1-8 - Edoardo Giacomello
Brain MRI Tumor Segmentation with Adversarial Networks. 1-8 - Eraylson G. Silva, George D. C. Cavalcanti, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto:
On the evaluation of dynamic selection parameters for time series forecasting. 1-7 - Petr Hurtík, Vojtech Molek, Pavel Vlasánek
YOLO-ASC: You Only Look Once And See Contours. 1-7 - Justin Ting, Yan Fang, Ashwin Sanjay Lele, Arijit Raychowdhury:
Bio-inspired Gait Imitation of Hexapod Robot Using Event-Based Vision Sensor and Spiking Neural Network. 1-7 - Samuel Bruno da Silva Sousa
Word sense disambiguation: an evaluation study of semi-supervised approaches with word embeddings. 1-8 - Lorenzo Perino, Silvia Cascianelli, Marco Masseroli:
Hybrid Evolutionary Framework for Selection of Genes Predicting Breast Cancer Relapse. 1-8 - Cédric Gilon, Jean-Marie Grégoire, Hugues Bersini:
Forecast of paroxysmal atrial fibrillation using a deep neural network. 1-7 - Yuning He, Johann Schumann:
A Framework for the Analysis of Deep Neural Networks in Aerospace applications using Bayesian Statistics. 1-9 - Sergio Angelastro, Stefano Ferilli:
Process Model Modularization by Subprocess Discovery. 1-8 - Kentaro Takeda
A novel hardware-efficient CPG model based on asynchronous coupling of cellular automaton phase oscillators for a hexapod robot. 1-8 - Xiangli Ji, Bairong Li, Yuesheng Zhu:
TAM-Net: Temporal Enhanced Appearance-to-Motion Generative Network for Video Anomaly Detection. 1-8 - Rahul Sharma, Bernardete Ribeiro, Alexandre Miguel Pinto, F. Amílcar Cardoso
Reconstructing Abstract Concepts and their Blends Via Computational Cognitive Modeling. 1-6 - Mischa Schmidt, Julia Gastinger
HAMLET - A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. 1-8 - Marco Severini, Emanuele Principi, Samuele Cornell, Leonardo Gabrielli, Stefano Squartini
Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks. 1-8 - Peiye Liu, Wu Liu, Huadong Ma, Zhewei Jiang, Mingoo Seok:
KTAN: Knowledge Transfer Adversarial Network. 1-7 - Xianglan Wen, Pengjie Gu, Rui Yan, Huajin Tang:
Deep Spiking Neural Network Using Spatio-temporal Backpropagation with Variable Resistance. 1-7 - Usman Naseem
Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm. 1-7 - Nicholas I-Hsien Kuo, Mehrtash Harandi
An Input Residual Connection for Simplifying Gated Recurrent Neural Networks. 1-8 - Alex Vigneron, Jean Martinet:
A critical survey of STDP in Spiking Neural Networks for Pattern Recognition. 1-9 - Krishna Reddy Kesari, Priyadarshini Panda, Gopalakrishnan Srinivasan
Enabling Homeostasis using Temporal Decay Mechanisms in Spiking CNNs Trained with Unsupervised Spike Timing Dependent Plasticity. 1-8 - Abdenacer Keraghel, Khalid Benabdeslem, Bruno Canitia:
Data augmentation process to improve deep learning-based NER task in the automotive industry field. 1-8 - Devdhar Patel
Unsupervised Features Extracted using Winner-Take-All Mechanism Lead to Robust Image Classification. 1-7 - Félix Martel, Tamara Dupuy, Alexandre Moly, Stéphan Chabardès, Tetiana Aksenova
Evaluation criteria for closed-loop adaptive dynamic discrete-continuous brain-computer interfaces: clinical study case with tetraplegic patient. 1-10 - Zhiqiang Wan, Lusi Li
One-Shot Unsupervised Domain Adaptation for Object Detection. 1-8 - Chandranath Adak
Why Not? Tell us the Reason for Writer Dissimilarity. 1-7 - Matheus Inoue, Carlos Henrique Quartucci Forster
Semantic Hierarchy-based Convolutional Neural Networks for Image Classification. 1-8 - Weidong Liu, Xin Liu, Wenbo Qiao:
Bayesian Graph Convolutional Neural Network based Patent Valuation Model. 1-6 - Tianle Zhang, Zhen Liu, Shiguang Wu, Zhiqiang Pu, Jianqiang Yi:
Multi-Robot Cooperative Target Encirclement through Learning Distributed Transferable Policy. 1-8 - Patryk Najgebauer
Fully Convolutional Network for Removing DCT Artefacts From Images. 1-8 - Sevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. 1-8 - Jiantao Wu, Lin Wang:
ArcGrad: Angular Gradient Margin Loss for Classification. 1-8 - Raka Jovanovic, Sertac Bayhan
An Online Model for Scheduling Electric Vehicle Charging at Park-and-Ride Facilities for Flattening Solar Duck Curves. 1-8 - Jia Cai, Guanglong Xu, Wenwen Ye:
Modified Grey Wolf Optimizer based Maximum Entropy Clustering Algorithm. 1-8 - Ullah Ullah, Zhao Xu, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
Exploring Clinical Time Series Forecasting with Meta-Features in Variational Recurrent Models. 1-9 - Caetano Mazzoni Ranieri
Uncovering Human Multimodal Activity Recognition with a Deep Learning Approach. 1-8 - Maciej Grzenda, Heitor Murilo Gomes
Performance measures for evolving predictions under delayed labelling classification. 1-8 - Chandrasekhar Paseddula, Suryakanth V. Gangashetty:
Acoustic Scene Classification using Single Frequency Filtering Cepstral Coefficients and DNN. 1-6 - Vivien Kraus, Khalid Benabdeslem, Bruno Canitia:
Laplacian-based Semi-supervised Multi-Label Regression. 1-8 - Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan, Chu-Song Chen:
Pruning Depthwise Separable Convolutions for MobileNet Compression. 1-8 - Devi Lakshmidevinivas, Meryem Deniz, S. N. Balakrishnan:
Neural Network Augmented Intelligent Iterative Learning Control for a Nonlinear System. 1-8 - Anil Goyal
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data. 1-8 - Daniel Kohlsdorf, Denise Herzing, Thad Starner:
An Auto Encoder For Audio Dolphin Communication. 1-7 - Xi Meng, Limin Quan
A Self-Organizing Modular Neural Network for Nonlinear System Modeling. 1-8 - Binjing Li, Keli Xie, Siyuan Lu, Jun Lin, Zhongfeng Wang:
LSTM-Based Quantitative Trading Using Dynamic K-Top and Kelly Criterion. 1-8 - Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen:
Indoor Navigation for Mobile Agents: A Multimodal Vision Fusion Model. 1-8 - Filip Guzy
Employing dropout regularization to classify recurring drifted data streams. 1-7 - Will Serrano
The BlockChain Neural Network: Neuron as a Service. 1-9 - Ayat Abedalla
2ST-UNet: 2-Stage Training Model using U-Net for Pneumothorax Segmentation in Chest X-Rays. 1-6 - Nicolás I. Tapia
On the Information Plane of Autoencoders. 1-8 - Pradeep Rathore, Arghya Basak, Sri Harsha Nistala, Venkataramana Runkana:
Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series. 1-8 - Jiayuan He, Jianzhong Qi
TimeSAN: A Time-Modulated Self-Attentive Network for Next Point-of-Interest Recommendation. 1-8 - Xueyuan She, Priyabrata Saha, Daehyun Kim, Yun Long, Saibal Mukhopadhyay:
SAFE-DNN: A Deep Neural Network With Spike Assisted Feature Extraction For Noise Robust Inference. 1-8 - Stefan Oehmcke, Thomas Teusch, Thorben Petersen, Thorsten Klüner, Oliver Kramer:
Modeling H2O/Rutile-TiO2(110) Potential Energy Surfaces with Deep Networks. 1-7 - Jonathan D. Ambrose, Adam Z. Foshie, Mark E. Dean, James S. Plank, Garrett S. Rose
GRANT: Ground-Roaming Autonomous Neuromorphic Targeter. 1-8 - Arijit Nandi
Improving the Performance of Neural Networks with an Ensemble of Activation Functions. 1-7 - Thalita R. Silva, Audeliano Wolian Li
Automated Trading System for Stock Index Using LSTM Neural Networks and Risk Management. 1-8 - Wei Gao, Ahmad Hashemi-Sakhtsari, Mark D. McDonnell
End-to-End Phoneme Recognition using Models from Semantic Image Segmentation. 1-7 - Divya Acharya, Shivani Goel, Harshit Bhardwaj
A Long Short Term Memory Deep Learning Network for the Classification of Negative Emotions Using EEG Signals. 1-8 - Alexander Demidovskij, Eugene Smirnov:
Effective Post-Training Quantization Of Neural Networks For Inference on Low Power Neural Accelerator. 1-7 - Beatrice Lazzerini
A neural classifier to evaluate the role of image resolution in the perception of color differences. 1-6 - Saad Bin Ahmed, Saeeda Naz, Imran Razzak
Unconstrained Arabic Scene Text Analysis using Concurrent Invariant Points. 1-6 - Sumi Dey, Olac Fuentes:
Predicting Solar X-ray Flux Using Deep Learning Techniques. 1-7 - Luca Pedrelli
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech. 1-8 - Guoyu Zuo, Chengwei Zhang, Hongxing Liu, Daoxiong Gong:
Low-Quality Rendering-Driven 6D Object Pose Estimation from Single RGB Image. 1-8 - Shaoqing Tan, Ruoyu Yang:
Hybrid Pooling Networks for Few-shot Learning. 1-8 - Alexander Ding, Qilei Chen, Yu Cao, Benyuan Liu:
Retinopathy of Prematurity Stage Diagnosis Using Object Segmentation and Convolutional Neural Networks. 1-6 - Farshid Faal
Transformer Decoder Based Reinforcement Learning Approach for Conversational Response Generation. 1-8 - Xuanyang Zhang, Hao Liu, Zhanxing Zhu, Zenglin Xu:
Learning to Search Efficient DenseNet with Layer-wise Pruning. 1-8 - Seung Ju Cho, Tae Joon Jun, Byungsoo Oh
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation. 1-8 - Kun Deng, Shaochun Wu:
Improving Relation Classification by Incorporating Dependency and Semantic Information. 1-6 - Van Nguyen, Trung Le, Tue Le, Khanh Nguyen, Olivier Y. de Vel, Paul Montague, Dinh Phung
Code Pointer Network for Binary Function Scope Identification. 1-7 - Zehua Chen, Bruno Scalzo Dees, Danilo P. Mandic:
A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation. 1-6 - Jen-Tzung Chien
Stochastic Curiosity Maximizing Exploration. 1-8 - Ying Li, Chenxi Wang, Yu Cao, Benyuan Liu, Joanna Tan, Yan Luo:
Human pose estimation based in-home lower body rehabilitation system. 1-8 - Alberto Marchisio
Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks. 1-8 - Paulo R. Cavalin, Marisa Vasconcelos
Creating Corpora for Seq2Seq Tone Rephrasing Using Social Media Posts. 1-7 - Alessio Martino
An Ecology-based Index for Text Embedding and Classification. 1-8 - Wei Zhang, Zhaoxu Yu
Adaptive Neural Consensus Control for Nonlinear Strict-Feedback Multiagent Systems With Switching Directed Topology. 1-8 - Kalyani Selvarajah, Kumaran Ragunathan, Ziad Kobti, Mehdi Kargar:
Dynamic Network Link Prediction by Learning Effective Subgraphs using CNN-LSTM. 1-8 - Dong Yang
Adaptive Inner-reward Shaping in Sparse Reward Games. 1-8 - Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, François Petitjean:
Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. 1-8 - Eric Arazo, Diego Ortego, Paul Albert
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning. 1-8 - Akshaya Ramaswamy, Jayavardhana Gubbi, P. Balamuralidhar:
Video object segmentation using spatio-temporal deep network. 1-8 - K. Ram Prabhakar
CDNet++: Improved Change Detection with Deep Neural Network Feature Correlation. 1-8 - Prateek Munjal, Akanksha Paul, Narayanan C. Krishnan
Implicit Discriminator in Variational Autoencoder. 1-8 - Xiaoxiao Li, Sheng Bi, Yongxing Wang, Min Dong, Zhangshao Chen:
A Few-shot Dynamic Obstacle Avoidance Strategy in Unknown Environments. 1-7 - Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. 1-7 - Laura M. P. Mariño, Francisco de A. T. de Carvalho
A new batch SOM algorithm for relational data with weighted medoids. 1-8 - Peiyang Liu
Not All Synonyms Are Created Equal: Incorporating Similarity of Synonyms to Enhance Word Embeddings. 1-8 - Jay Nandy, Wynne Hsu, Mong-Li Lee:
Approximate Manifold Defense Against Multiple Adversarial Perturbations. 1-8 - Junde Li, Navyata Gattu, Swaroop Ghosh:
FAuto: An Efficient GMM-HMM FPGA Implementation for Behavior Estimation in Autonomous Systems. 1-8 - Chun Wang, Zhi Wang, Wei Xi, Zhao Yang, Gairui Bai, Ruimeng Wang, Meichen Duan:
MufiNet: Multiscale Fusion Residual Networks for Medical Image Segmentation. 1-7 - Tomasz Grzywalski
Joint Heart Sounds Segmentation and Murmur Detection with Masked Loss Function. 1-6 - Liangru Xie, Hao Wang, Zhuowei Wang, Lianglun Cheng:
DHD-Net: A Novel Deep-Learning-based Dehazing Network. 1-7 - Annunziata Paviglianiti, Vincenzo Randazzo
Neural Recurrent Approches to Noninvasive Blood Pressure Estimation. 1-7 - Gabriel Salomon, Rayson Laroca
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines. 1-8 - Marius Jahrens, Thomas Martinetz:
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks. 1-6 - Marcos Fabietti
Neural Network-based Artifact Detection in Local Field Potentials Recorded from Chronically Implanted Neural Probes. 1-8 - Yifeng Lu, Yao Zhang, Florian Richter, Thomas Seidl:
k-Nearest Neighbor based Clustering with Shape Alternation Adaptivity. 1-8 - Shamik Bose, Timothy Barao, Xiuwen Liu:
Explaining AI for Malware Detection: Analysis of Mechanisms of MalConv. 1-8 - Leandro Maia Silva, Fabrício Vivas Andrade, Luiz Filipe Menezes Vieira:
A Continuous Restricted Boltzmann Machine and Logistic Regression Framework for Circuit Classification. 1-8 - Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang:
Unsupervised Learning of Disentangled Location Embeddings. 1-8 - Shuto Hongo, Teijiro Isokawa, Nobuyuki Matsui, Haruhiko Nishimura, Naotake Kamiura:
Constructing Convolutional Neural Networks Based on Quaternion. 1-6 - Thiago Rios
Feature Visualization for 3D Point Cloud Autoencoders. 1-9 - Tania Re, Giuseppe Vitiello
On the brain-mind visual experiences. 1-8 - Yang Yu, Lei Zhang, Jiakai Shen, Qingcai Wang, Guiquan Liu:
Seismic Event Detection via Deep Multi-Task Learning. 1-6 - Boyu Zhang, A. Kai Qin
A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization. 1-8 - João W. M. de Souza, Gabriel Bandeira Holanda, Roberto F. Ivo, Shara S. A. Alves, Suane Pires P. da Silva, Virgínia Xavier Nunes, Luiz Lannes Loureiro, C. H. Dias-Silva, Pedro Pedrosa Rebouças Filho:
Predicting body measures from 2D images using Convolutional Neural Networks. 1-6 - Yameng Peng
Stylised Image Generation From Deep Neural Networks. 1-8 - Lewis Campbell Boyd, Vanja Popovic, Jan Paul Siebert:
Deep Reinforcement Learning Control of Hand-Eye Coordination with a Software Retina. 1-8 - Ocean Wu
GPU-based State Adaptive Random Forest for Evolving Data Streams. 1-8 - Kaoutar Benlamine, Younès Bennani
Quantum Collaborative K-means. 1-7 - Xiaolong Fan, Maoguo Gong, Hao Li
Gated Graph Pooling with Self-Loop for Graph Classification. 1-7 - Yu Guo, Zhenzhen Li, Zhen Li, Gang Xiong
FLAGB: Focal Loss based Adaptive Gradient Boosting for Imbalanced Traffic Classification. 1-8 - Mohamad Ballout, Mohammad Tuqan, Daniel C. Asmar
The benefits of synthetic data for action categorization. 1-8 - Moritz Seiler, Heike Trautmann
Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries. 1-8 - Igor Khokhlov, Ninad Ligade, Leon Reznik
Recurrent Neural Networks for Colluded Applications Attack Detection in Android OS Devices. 1-8 - Pankaj Pandey, Krishna Prasad Miyapuram
Classifying Oscillatory Signatures of Expert vs NonExpert Meditators. 1-7 - Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Conceptual Explanations of Neural Network Prediction for Time Series. 1-6 - Masato Ishikawa, Hiroyuki Torikai:
A Novel Design Method of Multi-Compartment Soma-Dendrite-Spine Model having Nonlinear Asynchronous CA Dynamics and its Applications to STDP-based Learning and FPGA Implementation. 1-8 - Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman
Black-Box Saliency Map Generation Using Bayesian Optimisation. 1-8 - Thommen George Karimpanal
Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning. 1-10 - Rim Haidar, Irena Koprinska, Bryn Jeffries
Sleep Apnea Event Prediction Using Convolutional Neural Networks and Markov Chains. 1-8 - Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane, Kamlesh Mistry:
Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades Affinity. 1-8 - Xu Li, Jinghua Zhu:
Attention and Graph Matching Network for Retrieval-Based Dialogue System with Domain Knowledge. 1-7 - Dipayan Dewan
Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning Approach. 1-8 - Dongxian Wu, Yisen Wang, Zhuobin Zheng, Shu-Tao Xia:
Temporal Calibrated Regularization for Robust Noisy Label Learning. 1-8 - Cheng Pan, Jie Tan:
Probabilistic Prediction of Solar Generation Based on Stacked Autoencoder and Lower Upper Bound Estimation Method. 1-8 - Valerio Venceslai, Alberto Marchisio
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. 1-8 - Chao Yang, Wenbin Yao, Xiaoyong Li
Cross-Scale Correlation Stereo Network. 1-6 - Grzegorz Dudek:
Data-Driven Randomized Learning of Feedforward Neural Networks. 1-8 - Yi-Ling Liu, Alessio Lomuscio
MRobust: A Method for Robustness against Adversarial Attacks on Deep Neural Networks. 1-8 - Ke Wang, Ning Chen, Ting Chen:
Joint Medical Ontology Representation Learning for Healthcare Predictions. 1-7 - Bashar Awwad Shiekh Hasan, Kate Kelly:
Bayesian Stress Testing of Models in a Classification Hierarchy. 1-8 - Zeyu Zhang, Zheng Liu, Qiyun Zhou, Yanwen Qu:
Cross Message Passing Graph Neural Network. 1-7 - Yunzhe Sun, Gang Yang, Dayong Ding, Gangwei Cheng, Jieping Xu, Xirong Li:
A GAN-based Domain Adaptation Method for Glaucoma Diagnosis. 1-8 - Surendrabikram Thapa
Data-Driven Approach based on Feature Selection Technique for Early Diagnosis of Alzheimer's Disease. 1-8 - Jacopo Ferretti, Pietro Barbiero
Towards Uncovering Feature Extraction From Temporal Signals in Deep CNN: the ECG Case Study. 1-7 - Piotr A. Kowalski, Maciej Kusy, Szymon Kubasiak, Szymon Lukasik:
Probabilistic Neural Network - parameters adjustment in classification task. 1-8 - Yi Zhang
Rethinking Modal-oriented Label Correlations for Multi-modal Multi-label Learning. 1-8 - Krittaphat Pugdeethosapol, Morgan Bishop, Dennis Bowen, Qinru Qiu:
Automatic Image Labeling with Click Supervision on Aerial Images. 1-8 - Waldyr Lourenco de Freitas, Sarajane M. Peres, Valdinei Freire, Lucas Fernandes Brunialti:
OvNMTF Algorithm: an Overlapping Non-Negative Matrix Tri-Factorization for Coclustering. 1-8 - Wen Zhang
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation. 1-8 - Luis Felipe Borja-Borja, Jorge Azorín López
Deep Learning Architecture for Group Activity Recognition using Description of Local Motions*. 1-8 - Tarek Khorshed, Mohamed N. Moustafa, Ahmed A. Rafea:
Learning & Visualizing Genomic Signatures of Cancer Tumors using Deep Neural Networks. 1-8 - Sugam Budhraja, Basabdatta Sen Bhattacharya
Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study. 1-8 - Sarkar Snigdha Sarathi Das, Syed Md. Mukit Rashid, Mohammed Eunus Ali
CCCNet: An Attention Based Deep Learning Framework for Categorized Counting of Crowd in Different Body States. 1-8 - Weiqin Ying, Junhui Li, Yu Wu, Kaijie Zheng, Yali Deng, Jiachen Li:
U-Net with Dense Encoder, Residual Decoder and Depth-wise Skip Connections. 1-6 - Simyung Chang, Keuntek Lee, Shobhit Jain, Cheul-Hee Hahm:
BIBNet: An Efficient Super Resolution with Bottleneck-In-Bottleneck. 1-8 - Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco:
Improving STDP-based Visual Feature Learning with Whitening. 1-8 - Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley
Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. 1-7 - Wei Luo
Bias-regularised Neural-Network Metamodelling of Insurance Portfolio Risk. 1-8 - Matthew McGuigan
Remote Extraction of Latent Fingerprints (RELF). 1-8 - Shuo Wang, Leandro L. Minku
AUC Estimation and Concept Drift Detection for Imbalanced Data Streams with Multiple Classes. 1-8 - Gulrukh Turabee, Georgina Cosma
Predicting Insulation Resistance of Enamelled Wire using Neural Network and Curve Fit Methods Under Thermal Aging. 1-7 - Andrey V. Savchenko:
Sequential Analysis with Specified Confidence Level and Adaptive Convolutional Neural Networks in Image Recognition. 1-8 - Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics. 1-8 - Shiqi Wu, Xiangrong Zhang, Xin Wang, Chen Li, Licheng Jiao
Scene Attention Mechanism for Remote Sensing Image Caption Generation. 1-7 - Alexander Tschantz, Manuel Baltieri, Anil K. Seth, Christopher L. Buckley:
Scaling Active Inference. 1-8 - Yinlong Zhu, Yi Zhang:
M3LA: A Novel Approach Based on Encoder-Decoder with Attention Framework for Multi-modal Multi-label Learning. 1-8 - Li Qian, Jing Liu:
Safe Reinforcement Learning via Probabilistic Timed Computation Tree Logic. 1-8 - Svetlana N. Yanushkevich
Cognitive Identity Management: Synthetic Data, Risk and Trust. 1-8 - Shadi Alamoudi, Xia Hong, Hong Wei:
Plant Leaf Recognition Using Texture Features and Semi-Supervised Spherical K-means Clustering. 1-8 - Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis:
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery. 1-7 - Xiaohui Zhu, Toshiharu Sugawara
Meta-Reward Model Based on Trajectory Data with k-Nearest Neighbors Method. 1-8 - Qian Wang
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery. 1-8 - Weidong Tian, Rencai Zhou, Zhongqiu Zhao:
Cascading Top-Down Attention for Visual Question Answering. 1-7 - Ankita Singh
Deep Active Transfer Learning for Image Recognition. 1-9 - Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard Jones:
Brain Melody Informatics: Analysing Effects of Music on Brainwave Patterns. 1-8 - Kai Hu, Shuo Tian, Shasha Guo, Nan Li, Li Luo, Lei Wang:
Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu Algorithm. 1-8 - Jinjin Guo, Binbin Qiu, Liangjie Ming, Yunong Zhang
Explicit Linear Dual-Multistep Methods Applied to ZNN Illustrated via Discrete Time-Dependent Linear and Nonlinear Inequalities System Solving. 1-6 - Walter D. Bennette, Karsten Maurer, Sean Sisti:
Harnessing Adversarial Distances to Discover High-Confidence Errors. 1-10 - Ahmed Adda, Hadjira Benoudnine:
A Novel Blending Hilbert -Kolmogorov Approach for Epileptic Seizures detection. 1-7 - Konstantinos Bacharidis
Improving Deep Learning Approaches for Human Activity Recognition based on Natural Language Processing of Action Labels. 1-8 - Huimin Xie, Xinghai Xu, Yuling Li, Wenjing Hong, Jia Shi:
Model Predictive Control Guided Reinforcement Learning Control Scheme. 1-8 - Raisa Dzhamtyrova, Yuri Kalnishkan:
Prediction with Expert Advice for Value at Risk. 1-8 - Muhammad Taufiq Pratama, Sangwook Kim, Seiichi Ozawa, Takenao Ohkawa, Yuya Chonan, Hiroyuki Tsuji, Noriyuki Murakami:
Deep Learning-based Object Detection for Crop Monitoring in Soybean Fields. 1-7 - Ziqiang Li
Deep Echo State Networks with Multi-Span Features for Nonlinear Time Series Prediction. 1-9 - Shuang Dai
Energy Forecasting with Building Characteristics Analysis. 1-7 - Ricardo Grunitzki, Gabriel de Oliveira Ramos:
On the Role of Reward Functions for Reinforcement Learning in the Traffic Assignment Problem. 1-9 - Yao Chen, Hefei Ling, Jiazhong Chen, Lei Wu, Yuxuan Shi:
Lightweight Action Recognition with Sequence-Specific Global Context. 1-8 - Pavel Tolmachev
New Insights on Learning Rules for Hopfield Networks: Memory and Objective Function Minimisation. 1-8 - Junshuai Yu, Qi Huang, Xiaofei Zhou
IARNet: An Information Aggregating and Reasoning Network over Heterogeneous Graph for Fake News Detection. 1-9 - Mohammad K. Ebrahimpour, J. Benjamin Falandays, Samuel Spevack, Ming-Hsuan Yang, David C. Noelle:
WW-Nets: Dual Neural Networks for Object Detection. 1-8 - Caio Mário Mesquita
Combining an LSTM neural network with the Variance Ratio Test for time series prediction and operation on the Brazilian stock market. 1-8 - Qian Wang, Wenxi Li
A Dynamic-Attention on Crowd Region with Physical Optical Flow Features for Crowd Counting. 1-8 - Mengnan Song, Jiasong Wang, Tongtong Zhang, Guoguang Zhang, Ruijun Zhang, Suisui Su:
Effective Automated Feature Derivation via Reinforcement Learning for Microcredit Default Prediction. 1-8 - Tariq Mahmood Khan, Syed Saud Naqvi, Muhammad Arsalan
Exploiting Residual Edge Information in Deep Fully Convolutional Neural Networks For Retinal Vessel Segmentation. 1-8 - Catherine D. Schuman
Automated Design of Neuromorphic Networks for Scientific Applications at the Edge. 1-7 - Yong Yuan, Chen Chen, Xiyuan Hu, Silong Peng:
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search. 1-8 - Yuanbin Zhu
Cross-Domain Data Fusion On Distribution Network Voltage Estimation with D-S Evidence Theory. 1-6 - Mingfei Lu, Lei Xing, Nanning Zheng, Badong Chen:
Robust Sparse Channel Estimation Based on Maximum Mixture Correntropy Criterion. 1-6 - Antonio García Díaz
Self-Optimisation of Dense Neural Network Architectures: An Incremental Approach. 1-8 - Licheng Zhang, Xianzhi Wang
Zero-Shot Object Detection with Textual Descriptions Using Convolutional Neural Networks. 1-6 - Chaochao Liu, Wenjun Wang, Pengfei Jiao, Xue Chen, Yueheng Sun:
Cascade modeling with multihead self-attention. 1-8 - Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass:
Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction. 1-8 - Yuxuan Zhao
A 3D Convolutional Neural Network for Emotion Recognition based on EEG Signals. 1-6 - Haodi Hou, Jing Huo, Yang Gao:
Cross-Domain Adversarial Autoencoder for Fine Grained Category Preserving Image Translation. 1-7 - Tianchi Zhao, Bo Jiang, Ming Li, Ravi Tandon:
Regret Analysis of Stochastic Multi-armed Bandit Problem with Clustered Information Feedback. 1-8 - Paolo Arena, Carmelo Fabrizio Blanco, Alessia Li Noce, Salvatore Taffara, Luca Patanè:
Learning traversability map of different robotic platforms for unstructured terrains path planning. 1-8 - Zhenhao Hu, Chao Peng, Cheng He, Haibin Cai:
IO-aware Factorization Machine for User Response Prediction. 1-8 - Yasutoshi Ida, Yasuhiro Fujiwara:
Improving Generalization Performance of Adaptive Learning Rate by Switching from Block Diagonal Matrix Preconditioning to SGD. 1-8 - Yao Qiang, Xin Li, Dongxiao Zhu:
Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach. 1-8 - Sha Luo
Accelerating Reinforcement Learning for Reaching Using Continuous Curriculum Learning. 1-8 - Liao Cheng, Ziheng Chen, Jiangtao Ren:
Enhancing Question Answering over Knowledge Base Using Dynamical Relation Reasoning. 1-8 - Imran Razzak
One-Class Support Tensor Machines with Bounded Hinge Loss Function for Anomaly Detection. 1-8 - Francesco Mercaldo, Antonella Santone, Francesco Tariello, Giuseppe Peter Vanoli:
Hourly Global Solar Radiation Reconstruction Applying Machine Learning. 1-8 - Gustav Grund Pihlgren
Improving Image Autoencoder Embeddings with Perceptual Loss. 1-7 - Francisco Gomez-Donoso, Edmanuel Cruz
Using a 3D CNN for Rejecting False Positives on Pedestrian Detection. 1-6 - Wenjie Li
SDCN: Sparsity and Diversity Driven Correlation Networks for Traffic Demand Forecasting. 1-8 - Shuo Wang, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler:
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning. 1-8 - Adedapo Alabi, Ali A. Minai
One Shot Spatial Learning through Replay in a Hippocampus-Inspired Reinforcement Learning Model. 1-8 - Vikas Chauhan
Multi-Label classifier based on Kernel Random Vector Functional Link Network. 1-7 - Nannan Li, Yaran Chen, Zixiang Ding, Dongbin Zhao:
Shift-Invariant Convolutional Network Search. 1-7 - Dario Zanca, Stefano Melacci, Marco Gori:
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach. 1-8 - Zikang Wang, Linjing Li, Daniel Dajun Zeng:
A Re-Ranking Framework for Knowledge Graph Completion. 1-8 - Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song:
pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant Training. 1-8 - Xu Wang, Shuai Zhao, Bo Cheng, Jiale Han, Xiangsheng Wei, Yi Liang, Hao Yang:
DVKCM: Knowledge-guided Conversation Generation with Dynamic Vocabulary. 1-8 - Marvin C. Santillan, Arnulfo P. Azcarraga:
Poem Generation using Transformers and Doc2Vec Embeddings. 1-7 - Xiaomei Mi, Huchang Liao, Xiao-Jun Zeng:
Attitudinal Choquet Integral-Based Stochastic Multicriteria Acceptability Analysis. 1-7 - Saumitra Mishra, Emmanouil Benetos
Reliable Local Explanations for Machine Listening. 1-8 - Marcos A. Araujo Ferreira, Luís Fabrício de F. Souza, Francisco Hércules dos S. Silva
Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines. 1-8 - Minsong Liu, Yuanheng Zhu, Dongbin Zhao:
An Improved Minimax-Q Algorithm Based on Generalized Policy Iteration to Solve a Chaser-Invader Game. 1-7 - Kohei Nakai, Takashi Matsubara, Kuniaki Uehara:
Att-DARTS: Differentiable Neural Architecture Search for Attention. 1-8 - Debadatta Dash
Decoding Speech Evoked Jaw Motion from Non-invasive Neuromagnetic Oscillations. 1-8 - Vinicius B. Cardoso, André Seidel Oliveira
A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization. 1-8 - Subhash Chand Yogi, Vibhu Kumar Tripathi
Real-time Trajectory Tracking of a Quadrotor using Adaptive Backstepping Controller and RNN based Uncertainty Observer. 1-8 - Aosong Feng, Priyadarshini Panda:
Energy-efficient and Robust Cumulative Training with Net2Net Transformation. 1-7 - Daniel J. Saunders, Cooper Sigrist, Kenneth Chaney, Robert Kozma
Minibatch Processing for Speed-up and Scalability of Spiking Neural Network Simulation. 1-8 - Djallel Bouneffouf, Charu C. Aggarwal, Thanh Hoang, Udayan Khurana, Horst Samulowitz, Beat Buesser, Sijia Liu, Tejaswini Pedapati, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Alexander G. Gray:
Survey on Automated End-to-End Data Science? 1-9 - Ming Li, Zhao-Hui Sun
Rolling Bearing Fault Diagnosis under Variable Working Conditions Based on Joint Distribution Adaptation and SVM. 1-8 - L. K. P. Vignesh, Avinash Achar, Gokul Karthik
Dynamic Bus Arrival Time Prediction: A temporal difference learning approach. 1-8 - Prayas Jain, Mridula Verma
Convergence Rate Analysis of Viscosity Approximation based Gradient Algorithms. 1-6 - Xu Zhang, Ruixu Cao, Zuyu Zhang, Ying Xia:
Crowd Flow Forecasting with Multi-Graph Neural Networks. 1-7 - Heitor Felix
Squeezed Deep 6DoF Object Detection using Knowledge Distillation. 1-7 - Matt Ross, Nareg Berberian, Sylvain Chartier:
Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer Perceptron. 1-8 - Jakub Nowak, Marcin Korytkowski
Discovering Sequential Patterns by Neural Networks. 1-6 - Andres Robles-Durazno, Naghmeh Moradpoor, James McWhinnie, Gordon Russell:
Real-time anomaly intrusion detection for a clean water supply system, utilising machine learning with novel energy-based features. 1-8 - Yan Zhou, Wei Jiang, Po Song, Yipeng Su, Tao Guo, Jizhong Han, Songlin Hu
Graph Convolutional Networks for Target-oriented Opinion Words Extraction with Adversarial Training. 1-7 - Rahma Fourati
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. 1-8 - Nicholas Evans, Jo Plested, Tom Gedeon:
Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent. 1-6 - Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu
Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. 1-8 - Subhankar Banerjee, Shayok Chakraborty:
Budgeted Subset Selection for Fine-tuning Deep Learning Architectures in Resource-Constrained Applications. 1-10 - Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira:
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. 1-8 - Christopher Briggs, Zhong Fan, Peter Andras:
Federated learning with hierarchical clustering of local updates to improve training on non-IID data. 1-9 - Steven Thompson, Paul Fergus, Carl Chalmers
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. 1-8 - Francesco Bardozzo
Motor strength classification with machine learning approaches applied to anatomical neuroimages. 1-8 - Ivan Yu. Tyukin
On Adversarial Examples and Stealth Attacks in Artificial Intelligence Systems. 1-6 - Rene Sturgeon, François Rivest
Automatic Policy Decomposition through Abstract State Space Dynamic Specialization. 1-7 - Laxmi R. Iyer, Yansong Chua:
Classifying Neuromorphic Datasets with Tempotron and Spike Timing Dependent Plasticity. 1-8 - Yongchao Yang, Jianxin Zhang, Qian Wang, Bin Liu:
Deep High-order Asymmetric Supervised Hashing for Image Retrieval. 1-7 - Alejandro Morán
SoC Kohonen Maps Based on Stochastic Computing. 1-7 - Tanik Saikh, Haripriya B., Asif Ekbal, Pushpak Bhattacharyya:
A Deep Transfer Learning Approach for Fake News Detection. 1-8 - Jen-Tzung Chien
Stochastic Adversarial Learning for Domain Adaptation. 1-7 - Carlos Francisco Moreno-García
Pixel-based layer segmentation of complex engineering drawings using convolutional neural networks. 1-7 - Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton:
Representing Temporal Dependencies in Smart Home Activity Recognition for Health Monitoring. 1-8 - Eyal Zakkay, Amjad Abu-Rmileh, Amir B. Geva, Oren Shriki
Asynchronous Brain Computer Interfaces Using Echo State Networks. 1-8 - Sandeep Kumar, Amit K. Shukla, Pranab K. Muhuri
Isolation Forest Based Multi-Source Unsupervised Transfer Learning for Missing GDP Prediction. 1-8 - Xin Li, Zhen Huang, Feng Liu, Changjian Wang, Minghao Hu, Shiyi Xu, Yuxing Peng:
RAD: Reinforced Attention Decoder Model On Question Generation. 1-8 - Tulika Saha
A Transformer based Approach for Identification of Tweet Acts. 1-8 - Franck Romuald Fotso Mtope, Bo Wei:
Region-DH: Region-based Deep Hashing for Multi-Instance Aware Image Retrieval. 1-7 - Cédric Simar
EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband. 1-4 - Rui Xu, Weizhong Yan:
A Comparison of GANs-Based Approaches for Combustor System Fault Detection. 1-8 - Ismael C. S. Araujo
Quantum ensemble of trained classifiers. 1-8 - Xinya You, Yajie Zhao, Mingyuan Sun:
Two-stage Strategy for Small-footprint Wake-up-word Speech Recognition System. 1-6 - Efe Camci, Domenico Campolo, Erdal Kayacan
Deep Reinforcement Learning for Motion Planning of Quadrotors Using Raw Depth Images. 1-7 - Kamal Kumar Gupta, Rejwanul Haque
Syntax-Informed Interactive Neural Machine Translation. 1-8 - Peter Boyd
A-mode Ultrasound Driven Sensor Fusion for Hand Gesture Recognition. 1-6 - Zhihan Li, Youjian Zhao, Haowen Xu, Wenxiao Chen, Shangqing Xu, Yilin Li, Dan Pei
Unsupervised Clustering through Gaussian Mixture Variational AutoEncoder with Non-Reparameterized Variational Inference and Std Annealing. 1-8 - Nicola Webb, Ariel Ruiz-Garcia, Mark Elshaw, Vasile Palade:
Emotion Recognition from Face Images in an Unconstrained Environment for usage on Social Robots. 1-8 - Guilherme Vieira
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding. 1-8 - Mathieu Seurin, Philippe Preux, Olivier Pietquin:
"I'm Sorry Dave, I'm Afraid I Can't Do That" Deep Q-Learning from Forbidden Actions. 1-8 - Péter Almási, Róbert Moni, Bálint Gyires-Tóth:
Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World. 1-8 - Pawel Ksieniewicz
Fake News Detection from Data Streams. 1-8 - Gabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
Image-Based Real-Time Path Generation Using Deep Neural Networks. 1-8 - Nicolò Navarin
Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams. 1-8 - Israel Raul Tiñini Alvarez, Guillermo Sahonero-Alvarez:
Cross-View Gait Recognition Based on U-Net. 1-7 - Pengcheng Liao, Chuang Zhang, Xiaojun Chen, Xiaofei Zhou
Improving Abstractive Text Summarization with History Aggregation. 1-9 - Andrea Cini
Cluster-based Aggregate Load Forecasting with Deep Neural Networks. 1-8 - Arthur Sena Lins Caldas, Eanes Torres Pereira, Niago Moreira Nobre Leite, Arthur Dimitri Brito Oliveira, Ellen Ribeiro Lucena:
Towards Automatic EEG Signal Denoising by Quality Metric Optimization. 1-7 - Isaac J. Sledge, José C. Príncipe:
Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of Information. 1-7 - Long Chen, Zhihua Liu, Lei Tong, Zheheng Jiang, Shengke Wang, Junyu Dong, Huiyu Zhou:
Underwater object detection using Invert Multi-Class Adaboost with deep learning. 1-8 - Rudolf J. Szadkowski
Neurodynamic Sensory-Motor Phase Binding for Multi-Legged Walking Robots. 1-8 - Yujing Chen, Yue Ning, Zheng Chai, Huzefa Rangwala:
Federated Multi-task Learning with Hierarchical Attention for Sensor Data Analytics. 1-8 - Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising. 1-8 - Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren, Fanlin Meng
An Inverse Prospect Theory Based-Approach for Linear Ordinal Ranking Aggregation with Its Application in Site Selection of Electric Vehicle Charging Station. 1-8 - Stanislaw Osowski, Tomasz Les:
Deep Learning Ensemble for Melanoma Recognition. 1-7 - Antonello Rosato, Federico Succetti, Marcello Barbirotta
ADMM Consensus for Deep LSTM Networks. 1-8 - Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann:
Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function. 1-9 - Athanasios Tsiligkaridis, Jing Zhang, Hiroshi Taguchi, Daniel Nikovski:
Personalized Destination Prediction Using Transformers in a Contextless Data Setting. 1-7 - Abhishek Pradhan, Ketan Kumar Todi, Anbarasan Selvarasu, Atish Sanyal:
Knowledge Graph Generation with Deep Active Learning. 1-8 - Kamlesh Mistry, Baqar Rizvi, Chris Rook, Sadaf Iqbal, Li Zhang, Colin Paul Joy:
A Multi-Population FA for Automatic Facial Emotion Recognition. 1-8 - Mandar Gogate, Kia Dashtipour, Peter Bell, Amir Hussain:
Deep Neural Network Driven Binaural Audio Visual Speech Separation. 1-7 - Liliana Antão
Learning to Play Precision Ball Sports from scratch: a Deep Reinforcement Learning Approach. 1-8 - João Antônio Chagas Nunes, David Macedo
AM-MobileNet1D: A Portable Model for Speaker Recognition. 1-8 - Takaya Ueda, Ikuko Nishikawa:
Latent space decomposition into task-specific and domain-specific subspaces for domain adaptation. 1-7 - Hangyu Deng, Yulong Wang, Jia Luo, Jinglu Hu:
Similitude Attentive Relation Network for Click-Through Rate Prediction. 1-8 - Ankur Kamboj
Discrete-Time Lyapunov based Kinematic Control of Robot Manipulator using Actor-Critic Framework. 1-7 - Vignesh Prasad
Variational Clustering: Leveraging Variational Autoencoders for Image Clustering. 1-10 - Qianlong Wang, Jiangtao Ren:
Event Extraction via Extracting Triggers and Arguments Simultaneously and Matching. 1-7 - Yongxuan Zhang, Jun Yan:
Semi-Supervised Domain-Adversarial Training for Intrusion Detection against False Data Injection in the Smart Grid. 1-7 - Ji Wang, Qiaohong Chen, Haolei Pei, Qi Sun, Yubo Jia:
Dynamic Global-Local Attention Network Based On Capsules for Text Classification. 1-8 - Chen Zhao, Yongzheng Zhang, Yipeng Wang:
A Feature Ensemble-based Approach to Malicious Domain Name Identification from Valid DNS Responses. 1-7 - Zhilong Hong, Qifei Zhou, Rong Zhang, Weiping Li, Tong Mo:
Legal Feature Enhanced Semantic Matching Network for Similar Case Matching. 1-8 - Mauajama Firdaus, Naveen Thangavelu, Asif Ekbal, Pushpak Bhattacharyya:
Persona aware Response Generation with Emotions. 1-8 - Haiyang Liu, Cheng Zhang:
Reinforcement Learning based Neural Architecture Search for Audio Tagging. 1-8 - Kakeru Mitsuno, Jun'ichi Miyao, Takio Kurita
Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks. 1-8 - Konstantinos Drossos
Sound Event Detection with Depthwise Separable and Dilated Convolutions. 1-7 - Alberto Marchisio
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks. 1-8 - Thanh Tung Khuat
An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. 1-9 - Mohit Goyal, Rajan Goyal, Brejesh Lall:
Improved Polynomial Neural Networks with Normalised Activations. 1-8 - Yujiang He
Forecasting Power Grid States for Regional Energy Markets with Deep Neural Networks. 1-8 - Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam:
Deep Learning Based Approach for Fresh Produce Market Price Prediction. 1-7 - Kyle Martin, Nirmalie Wiratunga, Sadiq Sani:
Locality Sensitive Batch Selection for Triplet Networks. 1-8 - Tung Nguyen, Jing Liu, Hung The Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. 1-8 - Thomas Gorman, Hadi Larijani, Ayyaz-Ul-Haq Qureshi:
Voice over LTE Quality Evaluation Using Convolutional Neural Networks. 1-7 - Yuanyuan Tao, Jun Li, Jianhua Xu:
Multi-label Feature Selection Method via Maximizing Correlation-based Criterion with Mutation Binary Bat Algorithm. 1-8 - Narsi Reddy, Reza Derakhshani:
Emotion Detection using Periocular Region: A Cross-Dataset Study. 1-6 - Tao Ma, Ying Tan
Multiple Stock Time Series Jointly Forecasting with Multi-Task Learning. 1-8 - Conor Lynch, Christian O'Leary, Gary Smith, Rose Bain, Jacqueline Kehoe, Alex Vakaloudis
A review of open-source machine learning algorithms for twitter text sentiment analysis and image classification. 1-9 - Zihao Chen, Bin Li:
Efficient Evolution for Neural Architecture Search. 1-7 - Chunpeng Wu, Hai Li:
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training. 1-8 - Adolfo Perrusquía, Wen Yu
Neural H2 Control Using Reinforcement Learning for Unknown Nonlinear Systems. 1-7 - Travis Hammond, Dirk Jelle Schaap, Matthia Sabatelli, Marco A. Wiering:
Forest Fire Control with Learning from Demonstration and Reinforcement Learning. 1-8 - Marcos M. Raimundo, Fernando J. Von Zuben:
Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets. 1-8 - Andrea Cossu
Continual Learning with Gated Incremental Memories for sequential data processing. 1-8 - Jianrong Jiang, Hongxing Wang:
Multi-Grained Selection and Fusion for Fine-Grained Image Representation. 1-8 - Pedro B. C. Castro, Breno Krohling, André G. C. Pacheco, Renato A. Krohling:
An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithms. 1-6 - Wenxuan Zhu
A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation Controlling. 1-7 - Haojie Huang, Raymond K. Wong:
Deep Embedding for Relation Extraction on Insufficient Labelled Data. 1-8 - Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet:
Adaptive XGBoost for Evolving Data Streams. 1-8 - Keqiuyin Li
Multi-Source Domain Adaptation with Distribution Fusion and Relationship Extraction. 1-6 - Guoliang Luo, Xin Zhao, Yang Tong, Qiang Chen
Geometry Sampling for 3D Face Generation via DCGAN. 1-7 - Wenyue Hu, Aimin Zhou, Guixu Zhang:
A Classification Surrogate Model based Evolutionary Algorithm for Neural Network Structure Learning. 1-7 - Randy Tan
Locality Guided Neural Networks for Explainable Artificial Intelligence. 1-8 - Catherine D. Schuman
Resilience and Robustness of Spiking Neural Networks for Neuromorphic Systems. 1-10 - Claudia Guerreiro, Erik Cambria
New Avenues in Mobile Tourism. 1-8 - Jinting Tang, Yongkai Huo, Shaoshi Yang
A Viewport Prediction Framework for Panoramic Videos. 1-8 - Wenjie Huang, Junpei Zhong
Multiple Timescale and Gated Mechanisms for Action and Language Learning in Robotics. 1-7 - Dmitry Kazhdan, Zohreh Shams, Pietro Liò
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library. 1-8 - Yuning Cui
Selective Feature Network for Object Detection. 1-8 - Yi Lei, Xifan Yao, Wocheng Chen, Junming Zhang, Jorn Mehnen
Multiple Object Detection of Workpieces Based on Fusion of Deep Learning and Image Processing. 1-7 - Paul Best, Maxence Ferrari, Marion Poupard, Sébastien Paris, Ricard Marxer, Helena Symonds, Paul Spong, Hervé Glotin:
Deep Learning and Domain Transfer for Orca Vocalization Detection. 1-7 - Jiangrong Shen, Yu Zhao, Jian K. Liu
Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural Networks. 1-8 - Jiachen Zhao, Yongling Li, Haibo He, Fang Deng:
One-step Predictive Encoder - Gaussian Segment Model for Time Series Anomaly Detection. 1-7 - Longxiang Shi, Shijian Li, Qian Zheng, Longbing Cao
Maximum Entropy Reinforcement Learning with Evolution Strategies. 1-8 - Yijun Su, Jia-Dong Zhang, Xiang Li, Daren Zha, Ji Xiang, Wei Tang, Neng Gao:
FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences. 1-9 - Estera Kot, Zuzanna Krawczyk
U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization. 1-7 - Elizaveta Kharlova, Daniel C. May
Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention. 1-7 - Songbo Chen, Wenhu Tang, Tianyao Ji, Huiling Zhu, Ye Ouyang, Wenbo Wang:
Detection of Safety Helmet Wearing Based on Improved Faster R-CNN. 1-7 - Gonzalo Nápoles
Fast k-Fuzzy-Rough Cognitive Networks. 1-8 - Tadeusz Szuba, Danuta Sztuba:
Can Adam Smith's Invisible Hand phenomenon be used for the analysis of Fourth Estate's impact and behavior? 1-8 - Carl Borngrund, Ulf Bodin, Fredrik Sandin:
Machine Vision for Construction Equipment by Transfer Learning with Scale Models. 1-8 - Xiang Li, Yijun Su, Neng Gao, Ji Xiang, Yuewu Wang:
User Alignment with Jumping Seed Alignment Information Propagation. 1-8 - Thao Minh Le
Neural Reasoning, Fast and Slow, for Video Question Answering. 1-8 - Jason Ramapuram, Russ Webb:
Improving Discrete Latent Representations With Differentiable Approximation Bridges. 1-10 - Qi Huang, Junshuai Yu, Jia Wu
Heterogeneous Graph Attention Networks for Early Detection of Rumors on Twitter. 1-8 - Viktor Losing, Barbara Hammer, Heiko Wersing, Albert Bifet:
Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift. 1-8 - Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz:
Efficient Neural Architecture for Text-to-Image Synthesis. 1-8 - Hao Xu, Suping Wu:
3D Human Pose Estimation based on Center of Gravity. 1-7 - Kai Zhu, Meng Cao
A Semantic Subgraphs Based Link Prediction Method for Heterogeneous Social Networks with Graph Attention Networks. 1-8 - Xi-tian Chen, Zhengjia Dai, Ying Lin
Novel Use of Self-organizing Map for Q-matrix Calibration in Cognitive Diagnosis Assessment. 1-8 - Sourjya Roy, Priyadarshini Panda, Gopalakrishnan Srinivasan
Pruning Filters while Training for Efficiently Optimizing Deep Learning Networks. 1-7 - Shuyun Ji, Jinglin Li, Quan Yuan, Jiawei Lu:
Multi-Range Gated Graph Neural Network for Telecommunication Fraud Detection. 1-6 - Weiqing Huang, Yi Liu, Shao-yi Zhu, Siye Wang
TSCNN: A 3D Convolutional Activity Recognition Network Based on RFID RSSI. 1-8 - Prakash Rajan, Krishna P. Miyapuram
PsychFM: Predicting your next gamble. 1-6 - Hui Zhu
Efficient Search for the Number of Channels for Convolutional Neural Networks. 1-8 - Mashud Rana
A Data-driven Approach for Forecasting State Level Aggregated Solar Photovoltaic Power Production. 1-8 - Amin Ullah, Khan Muhammad
One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN. 1-8 - Kirsty Duncan, Ekaterina Komendantskaya, Robert J. Stewart
Relative Robustness of Quantized Neural Networks Against Adversarial Attacks. 1-8 - Leonardo Amado, Gabriel Paludo Licks
Using Self-Attention LSTMs to Enhance Observations in Goal Recognition. 1-8 - Petia D. Koprinkova-Hristova
STDP Training of Hierarchical Spike Timing Model of Visual Information Processing. 1-8 - Dongrui Wu
Active Stacking for Heart Rate Estimation. 1-8 - Kun Jing
NASABN: A Neural Architecture Search Framework for Attention-Based Networks. 1-7 - Kenneth Lai, Svetlana N. Yanushkevich
An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition. 1-7 - Philipp Grüning, Amir Madany Mamlouk:
Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments. 1-8 - Feng Wang, Fanshu Liao, Huiqing Zhu:
FPA-DNN: A Forward Propagation Acceleration based Deep Neural Network for Ship Detection. 1-8 - Jiasen Li, Jianxin Zhang, Qiule Sun, Hengbo Zhang, Jing Dong, Chao Che, Qiang Zhang
Breast Cancer Histopathological Image Classification Based on Deep Second-order Pooling Network. 1-7 - Kin Wai Cheuk, Kat Agres, Dorien Herremans
The Impact of Audio Input Representations on Neural Network based Music Transcription. 1-6 - Fabricio A. Breve, Carlos N. Fischer:
Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation. 1-8 - Keqing He, Yuanmeng Yan, Weiran Xu:
Adversarial Cross-Lingual Transfer Learning for Slot Tagging of Low-Resource Languages. 1-8 - Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas
Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. 1-8 - Jiaming Sun, Yunli Wang
An Improved Template Representation-based Transformer for Abstractive Text Summarization. 1-8 - Xuewen Chen, Yonghong Yu, Fengyixin Jiang, Li Zhang, Rong Gao, Haiyan Gao:
Graph Neural Networks Boosted Personalized Tag Recommendation Algorithm. 1-8 - Alexandre Maciel-Guerra
Subspace-Based Dynamic Selection: A Proof of Concept Using Protein Microarray Data. 1-8 - Shriya T. P. Gupta, Basabdatta Sen Bhattacharya
Implementing a foveal-pit inspired filter in a Spiking Convolutional Neural Network: a preliminary study. 1-8 - Deepankar Nankani, Rashmi Dutta Baruah:
Investigating Deep Convolution Conditional GANs for Electrocardiogram Generation. 1-8 - Maria Inês Silva, Roberto Henriques:
Exploring time-series motifs through DTW-SOM. 1-8 - Claudio Cevallos, Hiram Ponce, Ernesto Moya-Albor
Vision-Based Analysis on Leaves of Tomato Crops for Classifying Nutrient Deficiency using Convolutional Neural Networks. 1-7 - Celso André R. de Sousa:
Kernelized Constrained Gaussian Fields and Harmonic Functions for Semi-supervised Learning. 1-8 - Iti Chaturvedi
Constrained Manifold Learning for Videos. 1-8 - Lingjuan Lyu:
Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving Distributed Learning. 1-8 - Simone Disabato
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. 1-8 - Pranav Machingal, Mohammed Thousif, Shirin Dora
Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. 1-7 - Rui Li, Xiaobo Lu, Shuowei Li, Haipeng Yang, Jianfeng Qiu, Lei Zhang:
DLEP: A Deep Learning Model for Earthquake Prediction. 1-8 - Syed Naveed Hussain Shah, Dean Frederick Hougen
Improved Stochastic Synapse Reinforcement Learning for Continuous Actions in Sharply Changing Environments. 1-8 - Zhengqing Wu, Robert W. Newcomb:
Analysis of the Dynamic Oscillatory Process of a Neural-type Cell (NTC) and Its Input Voltage Bounds. 1-7 - Mikel Gjergji, Vanessa Aparecida de Moraes Weber, Luiz Otávio Campos Silva, Rodrigo da Costa Gomes, Thiago Luís Alves Campos de Araújo, Hemerson Pistori, Marco A. Alvarez:
Deep Learning Techniques for Beef Cattle Body Weight Prediction. 1-8 - Yu-Ting Lan, Wei Liu, Bao-Liang Lu:
Multimodal Emotion Recognition Using Deep Generalized Canonical Correlation Analysis with an Attention Mechanism. 1-6 - Bo Li, Zhonghao Sheng, Wei Ye, Jinglei Zhang, Kai Liu, Shikun Zhang:
Sliding Hierarchical Recurrent Neural Networks for Sequence Classification. 1-8 - Ayyaz-Ul-Haq Qureshi, Hadi Larijani, Nhamoinesu Mtetwa, Mehdi Yousefi, Abbas Javed:
An Adversarial Attack Detection Paradigm With Swarm Optimization. 1-7 - Takehiro Ichimura, Ryosho Nakane
Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics. 1-8 - Henri De Plaen
Wasserstein Exponential Kernels. 1-6 - Xianrui Wang, Hefei Ling, Jiazhong Chen, Ping Li:
Multi-Object Tracking Via Multi-Attention. 1-8 - Sumit Hazra
A Pilot Study for Investigating Gait Signatures in Multi-Scenario Applications. 1-10 - Jing Chen, Yi He
Learning with Partial Multi-Outlooks. 1-8 - Jia Liu, Wenhua Zhang, Maoguo Gong, Haibo He:
Nucleus Neural Network: A Data-driven Self-organized Architecture. 1-8 - Faiq Khalid, Hassan Ali
FaDec: A Fast Decision-based Attack for Adversarial Machine Learning. 1-8 - Achyut Mani Tripathi:
Enhancing Multivariate Time Series Classification Using LSTM and Evidence Feed Forward HMM. 1-7 - Gil Fidel, Ron Bitton, Asaf Shabtai:
When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures. 1-8 - Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Malicious Collusion Detection in Mobile Environment by means of Model Checking. 1-6 - Jinlong Hu
GCN-LRP explanation: exploring latent attention of graph convolutional networks. 1-8 - Zehua Zhao, Min Gao
LSHWE: Improving Similarity-Based Word Embedding with Locality Sensitive Hashing for Cyberbullying Detection. 1-8 - Zhe Guan, Toru Yamamoto:
Design of a Reinforcement Learning PID controller. 1-6 - Mingyang Zhong, Brijesh K. Verma, Joseph Affum:
Multi-Receptive Atrous Convolutional Network for Semantic Segmentation. 1-8 - Zhen Cao, Sivanagaraja Tatinati, Andy W. H. Khong:
Controllable Question Generation via Sequence-to-Sequence Neural Model with Auxiliary Information. 1-7 - Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Multi-label learning for dynamic model type recommendation. 1-10 - Orfeas Menis-Mastromichalakis, Natasa Sofou, Giorgos Stamou:
Deep Ensemble Art Style Recognition. 1-8 - Daniel Rodrigues Ericeira, Filipe A. S. Rocha, Andrea G. C. Bianchi, Gustavo Pessin:
Early Failure Detection of Belt Conveyor Idlers by Means of Ultrasonic Sensing. 1-8 - Pegah Hozhabrierdi
Zero-Shot Source Code Author Identification: A Lexicon and Layout Independent Approach. 1-8 - Aman Jhunjhunwala, Jaeyoung Lee, Sean Sedwards, Vahdat Abdelzad, Krzysztof Czarnecki:
Improved Policy Extraction via Online Q-Value Distillation. 1-8 - Andreas Krause
Baseline win rates for neural-network based trading algorithms. 1-6 - Snehanshu Saha, Tejas Prashanth, Suraj Aralihalli, Sumedh Basarkod, T. S. B. Sudarshan, Soma S. Dhavala:
LALR: Theoretical and Experimental validation of Lipschitz Adaptive Learning Rate in Regression and Neural Networks. 1-8 - Martina Iammarino
A Topic Modeling Approach To Evaluate The Comments Consistency To Source Code. 1-8 - Gabriel Araújo De Souza, Márjory Da Costa-Abreu:
Automatic offensive language detection from Twitter data using machine learning and feature selection of metadata. 1-6 - June-Woo Kim, Ho-Young Jung, Minho Lee:
Vocoder-free End-to-End Voice Conversion with Transformer Network. 1-8 - Keeley A. Crockett, Matthew A. Garratt, Annabel Latham
Risk and Trust Perceptions of the Public of Artifical Intelligence Applications. 1-8 - Bethelhem Seifu Shawel
Hybrid Prediction Model for Mobile Data Traffic: A Cluster-level Approach. 1-8 - Rose Fenwick, Hartmut Boesch
Neural Networks for the Retrieval of Methane from the Sentinel-5 Precursor Satellite. 1-8 - Elhadji Amadou Oury Diallo, Toshiharu Sugawara
Multi-Agent Pattern Formation: a Distributed Model-Free Deep Reinforcement Learning Approach. 1-8 - Maciej Kusy, Roman Zajdel, Jacek Kluska
Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem. 1-8 - James Lindsay
A Novel way of Training a Neural Network with Reinforcement learning and without Back Propagation. 1-6 - Yuan Liu, Zhiping Lin:
Reinforced Sample Re-weighting for Pedestrian Attribute Recognition. 1-8 - Eric L. Manibardo
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. 1-8 - Humayun Kayesh, Md. Saiful Islam
Answering Binary Causal Questions: A Transfer Learning Based Approach. 1-9 - Praveen Palanisamy
Multi-Agent Connected Autonomous Driving using Deep Reinforcement Learning. 1-7 - Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. 1-7 - Ahoud Alhazmi
Are Modern Deep Learning Models for Sentiment Analysis Brittleƒ An Examination on Part-of-Speech. 1-7 - Joseph T. Colonel
Conditioning Autoencoder Latent Spaces for Real-Time Timbre Interpolation and Synthesis. 1-7 - Ranjeet Ranjan Jha, Aditya Nigam, Arnav Bhavsar
HLGSNet: Hierarchical and Lightweight Graph Siamese Network with Triplet Loss for fMRI-based Classification of ADHD. 1-7 - Tariq Mahmood Khan, Faizan Abdullah, Syed Saud Naqvi, Muhammad Arsalan
Shallow Vessel Segmentation Network for Automatic Retinal Vessel Segmentation. 1-7 - Mariel Alfaro-Ponce
Bioinformatics-inspired non-parametric modelling of pharmacokinetics-pharmacodynamics systems using differential neural networks. 1-6 - Jasjeet Dhaliwal, Kyle Hambrook
Compressive Recovery Defense: Defending Neural Networks Against ℓ2, ℓ∞, and ℓ0 Norm Attacks. 1-8 - Garrett E. Katz, Khushboo Gupta, James A. Reggia:
Reinforcement-based Program Induction in a Neural Virtual Machine. 1-8 - Juarez Monteiro, Nathan Gavenski, Roger Granada, Felipe Meneguzzi, Rodrigo C. Barros
Augmented Behavioral Cloning from Observation. 1-8 - Kallin Khan, Edward R. Ratner
Feature Bagging and Extreme Learning Machines: Machine Learning with Severe Memory Constraints. 1-7 - Baozhou Zhu, Zaid Al-Ars, H. Peter Hofstee:
NASB: Neural Architecture Search for Binary Convolutional Neural Networks. 1-8 - Andrey V. Savchenko:
Event Recognition with Automatic Album Detection based on Sequential Grouping of Confidence Scores and Neural Attention. 1-8 - Wenming Jiang, Ying Zhao, Zehan Wang:
Risk-Controlled Selective Prediction for Regression Deep Neural Network Models. 1-8 - Kruttidipta Samal, Marilyn Wolf, Saibal Mukhopadhyay:
Hybridization of Data and Model based Object Detection for Tracking in Flash Lidars. 1-6 - Hongming Li, Ying Ma, José C. Príncipe:
Cognitive Architecture for Video Games. 1-9 - Lídio Mauro Lima de Campos, Jherson Haryson Almeida Pereira, Danilo Souza Duarte, Roberto Célio Limão de Oliveira
Bio-Inspired System for Electricity Price Forecast in the Brazilian Market. 1-8 - Ramazan Esmeli
Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking. 1-8 - Norman L. Tasfi, Miriam A. M. Capretz:
Noisy Importance Sampling Actor-Critic: An Off-Policy Actor-Critic With Experience Replay. 1-8 - Yuxuan Bai, Yu Wang
Adversarial Named Entity Recognition with POS label embedding. 1-8 - Shu-Bin Zhang
Application of PSO-GA&CGA in Sea-Clutter Doppler Spectrum Modeling. 1-8 - Keeley A. Crockett, James O'Shea, Wasiq Khan
Automated Deception Detection of Males and Females From Non-Verbal Facial Micro-Gestures. 1-7 - Leon Palafox, Pedro Ortiz-Monasterio:
Predicting Gentrification in Mexico City using Neural Networks. 1-5 - Zhaoyuan Yang, Yang Zhao, Weizhong Yan:
Adversarial Vulnerability in Doppler-based Human Activity Recognition. 1-7 - Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona
Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. 1-5 - Stepán Procházka, Roman Neruda
Black-box Evolutionary Search for Adversarial Examples against Deep Image Classifiers in Non-Targeted Attacks. 1-8 - Nathalia Q. Ascenção, Luis C. S. Afonso, Danilo Colombo, Luciano Oliveira, João P. Papa:
Information Ranking Using Optimum-Path Forest. 1-8 - Tobias Baumann, Thore Graepel, John Shawe-Taylor
Adaptive Mechanism Design: Learning to Promote Cooperation. 1-7 - Olivia Keohane, Igor N. Aizenberg:
Impulse Noise Filtering using MLMVN. 1-8 - Wenfang Zhu, Weiwei Li, Xiuyi Jia:
Multi-Label Learning with Local Similarity of Samples. 1-8 - Jiafa Mao, Linlin Yu, Hui Yu, Yahong Hu, Weiguo Sheng:
A Transfer Learning Method with Multi-feature Calibration for Building Identification. 1-8 - Francesco Marchetti
Towards Intelligent Control via Genetic Programming. 1-8 - Jean Li
Gender Classification of EEG Signals using a Motif Attribute Classification Ensemble. 1-8 - Xiaofei Zhang, Jiancheng Lv, Heng Zheng, Yongsheng Sang:
Attention-Based Multi-Model Ensemble for Automatic Cataract Detection in B-Scan Eye Ultrasound Images. 1-10 - Ali A. Alani, Georgina Cosma
Classifying Imbalanced Multi-modal Sensor Data for Human Activity Recognition in a Smart Home using Deep Learning. 1-8 - Qing Ye
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks. 1-8 - Jesús Benito-Picazo
Image Clustering Using a Growing Neural Gas with Forbidden Regions. 1-7 - Aufar Zakiev, Tatyana Tsoy, Ksenia Shabalina, Evgeni Magid
Virtual Experiments on ArUco and AprilTag Systems Comparison for Fiducial Marker Rotation Resistance under Noisy Sensory Data. 1-6 - Nassim Abderrahmane
Neural coding: adapting spike generation for embedded hardware classification. 1-8 - Hannes De Meulemeester
Unsupervised Embeddings for Categorical Variables. 1-8 - Dominique Mercier
Interpreting Deep Models through the Lens of Data. 1-8 - Pravendra Singh
SkipConv: Skip Convolution for Computationally Efficient Deep CNNs. 1-8 - Zhixin Li, Yara Sun, Suqin Tang, Canlong Zhang, Huifang Ma:
Adaptive Graph Convolutional Networks with Attention Mechanism for Relation Extraction. 1-8 - Chidimma Opara
HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis. 1-8 - Ye Tao
TRec: Sequential Recommender Based On Latent Item Trend Information. 1-8 - Simone Dari, Nikolay Kadrileev, Eyke Hüllermeier:
A Neural Network-Based Driver Gaze Classification System with Vehicle Signals. 1-7 - Juncheng Zhang, Quanfeng Li, Xiang Chang
A Novel Self-Organizing Emotional CMAC Network for Robotic Control*. 1-6 - Raj Patel, Carlotta Domeniconi:
Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates. 1-8 - Wenyuan Zhang, Li Zhu, Lu Lu:
Improving the Style Adaptation for Unsupervised Cross-Domain Person Re-identification. 1-8 - Yu-Wei Wen
Composing Bossa Nova by Evolutionary Computation. 1-8 - Somayeh Bakhtiari Ramezani
Machine Learning Algorithms in Quantum Computing: A Survey. 1-8 - Alex Frid, Larry M. Manevitz:
Design and Selection of Features under ERP for Correlating and Classifying between Brain Areas and Dyslexia via Machine Learning. 1-8 - Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin:
Assistive System for Navigating Complex Realistic Simulated World Using Reinforcement Learning. 1-8 - Yingying Chen, Xinwen Hou:
An Improvement based on Wasserstein GAN for Alleviating Mode Collapsing. 1-7 - Monu Verma, Santosh Kumar Vipparthi
Non-Linearities Improve OrigiNet based on Active Imaging for Micro Expression Recognition. 1-8 - Nicolás I. Tapia
RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection. 1-8 - Neil Dhir, Tomasz Rudny, Davide Zilli, Alessandra Tosi:
An Automatic Type-Inferential General Latent Feature Model. 1-8 - Johanna Watkins
SENSE: a Student Performance Quantifier using Sentiment Analysis. 1-6 - Hiba Arnout, Johanna Bronner, Johannes Kehrer, Thomas A. Runkler:
DR-TiST: Disentangled Representation for Time Series Translation Across Application Domains. 1-8 - Mingming Li, Fuqing Zhu, Jiao Dai
A Rating Bias Formulation based on Fuzzy Set for Recommendation. 1-8 - M. A. Ganaie, Muhammad Tanveer, Ponnuthurai N. Suganthan:
Regularized robust fuzzy least squares twin support vector machine for class imbalance learning. 1-8 - Mingjun Duan, Yubai Li:
Penalty-based Sequence Generative Adversarial Networks with Enhanced Transformer for Text Generation. 1-6 - Chao Han, Deyun Zhou, Yu Xie, Yu Lei, Jiao Shi, Maoguo Gong:
Discrepancy-Aware Collaborative Representation for Unsupervised Domain Adaptation. 1-6 - Kaiwei Fu, Ruomin Zhu
Reservoir Computing with Neuromemristive Nanowire Networks. 1-8 - Ahed Abugabah, Xiaochun Cheng, Jianfeng Wang:
Dynamic Graph Attention-Aware Networks for Session-Based Recommendation. 1-7 - Vincenzo Crescimanna, Bruce Graham:
The Variational InfoMax AutoEncoder. 1-8
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