default search action
IJCNN 2018: Rio de Janeiro, Brazil
- 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018. IEEE 2018, ISBN 978-1-5090-6014-6
- Steven Z. Lin, Yong Shi, Zhi Xue:
Character-Level Intrusion Detection Based On Convolutional Neural Networks. 1-8 - Zhiheng Zhou, Man Lan, Yuanbin Wu:
A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide Attention. 1-8 - Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
:
TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site. 1-8 - Gang Chen, Yiming Peng, Mengjie Zhang:
Constrained Expectation-Maximization Methods for Effective Reinforcement Learning. 1-8 - Yingchun Zhang, Haoyi Zhou
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. 1-8 - Fannia Pacheco
A novel statistical based feature extraction approach for the inner-class feature estimation using linear regression. 1-8 - Douglas M. Souza, Duncan D. Ruiz:
Towards High-Resolution Face Pose Synthesis. 1-8 - Hao Yu, Zhaoning Zhang, Zijie Zhu, Wang Xiong, Gen Zhang:
Nominal Data Similarity: A Hierarchical Measure. 1-7 - Yuechi Jiang
The Scalable Version of Probabilistic Linear Discriminant Analysis and Its Potential as A Classifier for Audio Signal Classification. 1-7 - Siddhant Kumar, Neha Muthiyan, Shaifu Gupta, Dileep Aroor Dinesh, Aditya Nigam:
Association Learning based Hybrid Model for Cloud Workload Prediction. 1-8 - Eden P. da Silva, Carlos A. Estombelo-Montesco, Ewaldo Eder Carvalho Santana
Analysis and Improvement of convergence speed in kernel adaptive filters with nonlinear even cost function and pre-tuned dictionary. 1-8 - Stefano Leonori
Microgrid Energy Management by ANFIS Supported by an ESN Based Prediction Algorithm. 1-8 - João R. Bertini
Approaching miRNA Family Classification Through Constructive Neural Networks. 1-8 - Diego Galeano, Alberto Paccanaro:
A Recommender System Approach for Predicting Drug Side Effects. 1-8 - Eucassio G. Lima Junior, Luis H. S. Vogado, Ricardo de A. L. Rabelo, Cornélia J. P. Passarinho:
Curved Gabor Projection Entropy for Face Recognition. 1-8 - Martin Pilát
Controlling the Charging of Electric Vehicles with Neural Networks. 1-8 - Yi Zheng, Hui Peng, Xiaocai Zhang
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. 1-7 - Ricardo Grunitzki, Bruno Castro da Silva, Ana L. C. Bazzan:
Towards Designing Optimal Reward Functions in Multi-Agent Reinforcement Learning Problems. 1-8 - Rodrigo G. F. Soares:
Effort Estimation via Text Classification And Autoencoders. 1-8 - Thays A. Oliveira, Alexandre C. Barbosa, Helena Ramalhinho, Miquel Oliver
Citizens and Information and Communication Technologies. 1-7 - Maira B. H. Moran, Aura Conci, José R. González, Adriel S. Araújo, W. G. Fiirst, Charbel P. Damião, Giovanna A. B. Lima, Rubens A. da Cruz Filho:
Identification of thyroid nodules in infrared images by convolutional neural networks. 1-7 - Jingyuan Wang, Fei Hu, Xiaofei Xu, Dengbao Wang, Li Li:
A Deep Prediction Model of Traffic Flow Considering Precipitation Impact. 1-7 - Norberto Ritzmann Junior, Júlio César Nievola:
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine. 1-8 - Pedro L. Ballester
Lateral Representation Learning in Convolutional Neural Networks. 1-8 - Haoyu Wang, Yao Lu:
Soccer Video Super-Resolution via Sub-Pixel Convolutional Neural Network. 1-8 - Shan Xue
A Framework of Transferring Structures Across Large-scale Information Networks. 1-6 - Tobias Hinz, Stefan Wermter
Image Generation and Translation with Disentangled Representations. 1-8 - Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry
Similarity-based Multi-label Learning. 1-8 - Tianyi Xiong, Zhiqiang Pu, Jianqiang Yi:
Neural Network based Distributed Adaptive Time-varying Formation Control for Multi-UAV Systems with Varying Time Delays. 1-7 - Jingyi Zhang, Chao Lu, Jennie Si
Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid. 1-8 - Feixiang Wang, Man Lan, Wenting Wang:
Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning. 1-8 - Adedamola Wuraola, Nitish D. Patel:
SQNL: A New Computationally Efficient Activation Function. 1-7 - Mayra Z. Pimenta, Cesar Henrique Comin
The impact of Interconnecting Topologies on SOM Neural Networks. 1-6 - Claudio A. Perez
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. 1-7 - Nathan Riopelle, Philip Caspers, Donald Sofge:
Terrain Classification for Autonomous Vehicles Using Bat-Inspired Echolocation. 1-6 - Lunkai Fu, Jun Li
Utilizing Information from Task-Independent Aspects via GAN-Assisted Knowledge Transfer. 1-6 - Casimiro Aday Curbelo Montañez
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. 1-8 - Jorge C. Chamby-Diaz
Adaptive Incremental Gaussian Mixture Network for Non-Stationary Data Stream Classification. 1-8 - Mehmet Aktukmak, Samuel Mercier, Ismail Uysal:
A Neural Net Framework for Accumulative Feature-based Matrix Completion. 1-6 - Emerson Correia Lima, Fábio Lima Custódio, Gregorio Kappaun Rocha, Laurent Emmanuel Dardenne:
Estimating Protein Structure Prediction Models Quality Using Convolutional Neural Networks. 1-6 - Gary White
Forecasting QoS Attributes Using LSTM Networks. 1-8 - Maciej Jaworski
Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine. 1-7 - Fabrizio Frasca, Matteo Matteucci, Marco Masseroli, Marco J. Morelli:
Modeling Gene Transcriptional Regulation by Means of Hyperplanes Genetic Clustering. 1-8 - Samrat Dutta, Swagat Kumar
Learning Stable Movement Primitives by Finding a Suitable Fuzzy Lyapunov Function from Kinesthetic Demonstrations. 1-8 - Amit K. Shukla, Sandeep Kumar, Rishi Jagdev, Pranab K. Muhuri
Interval Type-2 Fuzzy weighted Extreme Learning Machine for GDP Prediction. 1-8 - Gianlucca L. Zuin, Luiz Chaimowicz
Learning Transferable Features For Open-Domain Question Answering. 1-8 - Miguel D. de S. Wanderley, Ricardo B. C. Prudêncio:
Transferring Knowledge From Texts to Images by Combining Deep Semantic Feature Descriptors. 1-7 - Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram:
A Self Fixing Intelligent Ant Clustering Algorithm For Graphs. 1-8 - Diego O. Dantas, Sergio R. Barros dos Santos, Fabio A. M. Cappabianco, Areolino de Almeida Neto:
Design of Automated Construction System for Modular Structures based on Parameterized Learning Automata. 1-8 - Pallabi Saikia
Unsupervised Pre-training on Improving the Performance of Neural Network in Regression. 1-6 - Alexandra Vieira, Bernardete Ribeiro
Dynamic Human Gait VGRF Reference Profile Generation via Extreme Learning Machine. 1-7 - Bin Wang
Explore Uncertainty in Residual Networks for Crowds Flow Prediction. 1-7 - Hung The Nguyen, Matthew Garratt, Hussein A. Abbass:
Apprenticeship Bootstrapping. 1-8 - Daniel S. Levine, Kay-Yut Chen:
Neural Network Modeling of Gist and Verbatim in Business Decision Making. 1-8 - Zezhi Sui, Zhiqiang Pu, Jianqiang Yi, Xiangmin Tan:
Path Planning of Multiagent Constrained Formation through Deep Reinforcement Learning. 1-8 - Gustavo Hernandez-Mejia, Esteban A. Hernández-Vargas
Recurrent High Order Neural Networks Identification for Infectious Diseases. 1-7 - Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu:
Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations. 1-6 - Tanaya Chaudhuri, Deqing Zhai, Yeng Chai Soh, Hua Li, Lihua Xie, Xianhua Ou:
Convolutional Neural Network and Kernel Methods for Occupant Thermal State Detection using Wearable Technology. 1-8 - Abhijit Das
More Realistic and Efficient Face-Based Mobile Authentication using CNNs. 1-8 - Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu:
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors. 1-8 - Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. 1-8 - Djallel Bouneffouf:
Eigenspectrum Shape Based Nyström Sampling. 1-6 - Rory Donovan, Xiao-Hua Yu
Motor Imagery Classification Using TSK Fuzzy Inference Neural Networks. 1-6 - Ildefons Magrans de Abril, Ryota Kanai:
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. 1-6 - Jiaxing Liu, Guoping Zhao:
A bio-inspired SOSNN model for object recognition. 1-8 - Yanfei Zhang, Rohitash Chandra
Cyclone Track Prediction with Matrix Neural Networks. 1-8 - Alejandro Catalina, Carlos M. Alaíz
Accelerated Block Coordinate Descent for Sparse Group Lasso. 1-8 - Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Eduardo Faria de Souza
A New Word Embedding Approach to Evaluate Potential Fixes for Automated Program Repair. 1-8 - Ming Li
Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets. 1-8 - Tiago Colliri
A Network-Based High Level Data Classification Technique. 1-8 - Xiuying Wang, Changliang Li, Bo Xu:
Hierarchical Tree Long Short-Term Memory for Sentence Representations. 1-6 - Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce:
Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure. 1-8 - Carolina Medeiros Carvalho, Flávio Luiz Seixas, Débora C. Muchaluat-Saade, Aura Conci, Yolanda Boechat, Jerson Laks:
A System for Aiding Diagnosis of Alzheimer's Disease and Related Disorders with an Adaptable Decision Model. 1-8 - Ziru Wang, Yongqiang Ma, Zhiwei Dong
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method. 1-7 - Chengqiang Huang, Yulei Wu, Geyong Min, Yiming Ying:
Kernelized Convex Hull Approximation and its Applications in Data Description Tasks. 1-8 - Eyad Elyan
Symbols Classification in Engineering Drawings. 1-8 - Hiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor
A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon Networks. 1-6 - Mayank Sharma, Sumit Soman
Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. 1-8 - Raphael C. Brito, Hansenclever de F. Bassani
Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. 1-8 - Tadeusz Szuba:
Formal and computational model of Adam Smith's Invisible Hand. 1-8 - Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback. 1-8 - Rafael A. Berri
A 3D vision system for detecting use of mobile phones while driving. 1-8 - Jacob Reinier Maat
Efficient Optimization of Echo State Networks for Time Series Datasets. 1-7 - Joao Felipe Guedes da Silva
Effects of Data Sparsity on Recommender Systems based on Collaborative Filtering. 1-8 - Brendan Abraham, Abhijith Mandya, Rohan Bapat, Fatma Alali, Don E. Brown, Malathi Veeraraghavan:
A Comparison of Machine Learning Approaches to Detect Botnet Traffic. 1-8 - Iago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Hard Disk Drive Failure Prediction Method Based On A Bayesian Network. 1-7 - Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino
Aggregation of Time Series Forecasts via Cacoullos Copula. 1-7 - Pablo V. A. Barros
The OMG-Emotion Behavior Dataset. 1-7 - Danilo Coura Moreira, Joseana Macêdo Fechine:
A Machine Learning-based Forensic Discriminator of Pornographic and Bikini Images. 1-8 - Alessio Martino
Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids Clustering. 1-8 - Piotr Antonik, Marvyn Gulina
Spying on chaos-based cryptosystems with reservoir computing. 1-7 - Joseph K. P. Tsoi, Nitish D. Patel, Akshya K. Swain
Grey-Box Neural Network System Identification with Transfer Learning on Ball and Beam System. 1-8 - Amirhossein Tavanaei, Zachary Kirby, Anthony S. Maida:
Training Spiking ConvNets by STDP and Gradient Descent. 1-8 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Instance Tumor Segmentation using Multitask Convolutional Neural Network. 1-8 - Jiwei Wang
SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition. 1-8 - Diana Haidar, Mohamed Medhat Gaber
Adaptive One-Class Ensemble-based Anomaly Detection: An Application to Insider Threats. 1-9 - Xuexin Qu, Xin Wang, Zihan Wang, Lei Wang, Lingchen Zhang:
Perceptual-DualGAN: Perceptual Losses for Image to Image Translation with Generative Adversarial Nets. 1-8 - Zhenyu Zhang, Juan Yang:
Dual Learning based Multi-Objective Pairwise Ranking. 1-7 - Youcai Zhang, Xiaodong Gu:
Cross-modal Metric Learning with Graph Embedding. 1-7 - Mohamed Ibn Khedher, Houda Jmila
Fusion of Interest Point/Image based descriptors for efficient person re-identification. 1-7 - Haotian Chang, Jing Feng, Chaofan Duan, Zhikang Xu, Min Yin:
Research of Recharging Scheduling Scheme for Wireless Sensor Networks Based on Cuckoo Search. 1-7 - Laura Rodriguez Carlos-Roca, Isabelle Hupont Torres, Carles Fernández Tena:
Facial recognition application for border control. 1-7 - Renato C. Duarte
Encoding symbolic sequences with spiking neural reservoirs. 1-8 - Enrico De Santis
Dissimilarity Space Representations and Automatic Feature Selection for Protein Function Prediction. 1-8 - Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Tao Kong, Chao Yang, Xinyu Zhang:
Adaptive Adversarial Transfer Learning for Electroencephalography Classification. 1-8 - Ricardo Faia
Differential Evolution Aplication in Portfolio optimization for Electricity Markets. 1-8 - Yaohua Liu, Yimin Zhou, Xiang Li:
Attitude Estimation of Unmanned Aerial Vehicle Based on LSTM Neural Network. 1-6 - João Paulo Aires, Juarez Monteiro, Roger Granada, Felipe Meneguzzi:
Norm Conflict Identification using Vector Space Offsets. 1-8 - Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks. 1-7 - Yifeng Liu, Xiaoming Tao, Ailing Xiao:
THU Face Database for Real-Time Automatic Video Scoring Model. 112-116 - Farzaneh Sheikhnezhad Fard, Thomas Trappenberg
Mixing Habits and Planning for Multi-Step Target Reaching Using Arbitrated Predictive Actor-Critic. 1-8 - Ariel Ruiz-Garcia
Deep Learning for Illumination Invariant Facial Expression Recognition. 1-6 - Leandro L. Tavares, Renato Moraes Silva
Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers. 1-8 - Wenlu Yang, Maria Rifqi, Christophe Marsala, Andréa Pinna:
Physiological-Based Emotion Detection and Recognition in a Video Game Context. 1-8 - Juliana Rodrigueiro C. P. de Oliveira, Roseli Aparecida Francelin Romero:
Transfer Learning Based Model for Classification of Cocoa Pods. 1-6 - Vincent Vigneron
Rank-order principal components. A separation algorithm for ordinal data exploration. 1-6 - Karliane M. Ovidio Vale
Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method. 1-8 - Antonino Capillo, Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Energy Transduction Optimization of a Wave Energy Converter by Evolutionary Algorithms. 1-8 - Francesco Calivá, Fabio De Sousa Ribeiro, Antonios Mylonakis, Christophe Demazière
A Deep Learning Approach to Anomaly Detection in Nuclear Reactors. 1-8 - Megha Gupta, Angshul Majumdar:
Robust Supervised Sparse Coding for Non-Intrusive Load Monitoring. 1-6 - De Guo, Meng Chen, Xiaohui Yu
Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity. 1-7 - Herberth Birck Fröhlich
Defect classification in shearography images using convolutional neural networks. 1-7 - Aria Jozi
Day ahead electricity consumption forecasting with MOGUL learning model. 1-6 - Barna Zajzon
Transferring State Representations in Hierarchical Spiking Neural Networks. 1-9 - Qikui Zhu, Bo Du, Jia Wu
A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets. 1-6 - Diego Renan Bruno, Norian Marranghello, Fernando Santos Osório
Neurogenetic algorithm applied to Route Planning for Autonomous Mobile Robots. 1-8 - Yaoming Cai
A Novel Deep Learning Approach: Stacked Evolutionary Auto-encoder. 1-8 - Wemerson Marinho
A Compact Encoding for Efficient Character-level Deep Text Classification. 1-8 - Alessandro G. Di Nuovo
Long-Short Term Memory Networks for Modelling Embodied Mathematical Cognition in Robots. 1-7 - Yang Liu, Long Cheng:
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot. 1-6 - Wenkai Chang, Guodong Yang, Zhengxing Wu, Zize Liang:
Learning Insulators Segmentation from Synthetic Samples*. 1-7 - Mahmood R. Azimi-Sadjadi, Yinghui Zhao, Sassan Sheedvash:
Incremental Dictionary Learning With Sparsity. 1-6 - Marcin Orchel
Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization. 1-8 - Mauro Giampieri, Enrico De Santis
A Supervised Classification System based on Evolutive Multi-Agent Clustering for Smart Grids Faults Prediction. 1-8 - Suman Deb, Tarun Vatwani, Anupam Chattopadhyay, Arindam Basu
Domain Wall Motion-based XOR-like Activation Unit With A Programmable Threshold. 1-8 - Bin Yu, Jie Pan, Jiaming Hu
Character Level based Detection of DGA Domain Names. 1-8 - Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar:
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. 1-8 - Catherine D. Schuman
Understanding Selection And Diversity For Evolution Of Spiking Recurrent Neural Networks. 1-8 - Aron A. Martins Lima, Rafael M. Araujo, Fabio A. Guidotti dos Santos, Victor H. Yoshizumi
Classification of Hand Movements from EMG Signals using Optimized MLP. 1-7 - Naoya Sogi, Taku Nakayama, Kazuhiro Fukui:
A Method Based on Convex Cone Model for Image-Set Classification With CNN Features. 1-8 - Miloslav Torda
Evaluation of Information-Theoretic Measures in Echo State Networks on the Edge of Stability. 1-6 - Hussain Mohammed Dipu Kabir
Partial Adversarial Training for Prediction Interval. 1-6 - Rodrigo Ferreira Berriel, Lucas Tabelini Torres
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. 1-8 - Junxuan Li, Shaodi You, Antonio Robles-Kelly:
A Frequency Domain Neural Network for Fast Image Super-resolution. 1-8 - Rui Dai, Lefei Li, Wenjian Yu:
Fast Training and Model Compression of Gated RNNs via Singular Value Decomposition. 1-7 - Wei Yang, Wei Wang, Yang Gao, Zhanpeng Jin:
An Embedded Tracking System with Neural Network Accelerator. 1-7 - Nikhil Churamani
Learning Empathy-Driven Emotion Expressions using Affective Modulations. 1-8 - Jeremias Barbosa Machado, Sidney Givigi
Impulse Response Modeling of Dynamical Systemswith Convolutional Neural Networks. 1-8 - Amirhossein Tavanaei, Raju Gottumukkala, Anthony S. Maida, Vijay V. Raghavan:
Unsupervised Learning to Rank Aggregation using Parameterized Function Optimization. 1-8 - Marek Herde, Daniel Kottke, Adrian Calma, Maarten Bieshaar, Stephan Deist, Bernhard Sick
Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques. 1-8 - Carine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.:
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers. 1-8 - Carlos A. S. Assis
Restricted Boltzmann Machines for the Prediction of Trends in Financial Time Series. 1-8 - Valmiro Ribeiro da Silva, Márjory Cristiany Da Costa Abreu
An empirical biometric-based study for user identification with different neural networks in the online game League of Legends. 1-6 - Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves
Metagenomics-based signature clustering and interactive visualization analysis. 1-8 - Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. 1-8 - Leandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang:
Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis. 1-7 - Qilai Zhang, Jianhua Dai:
Cluster Structure Preserving Based on Dictionary Pair for Unsupervised Feature Selection. 1-8 - Takashi Matsubara
Anomaly Machine Component Detection by Deep Generative Model with Unregularized Score. 1-8 - Fernando M. de Paula Neto
Quantum Perceptron with Dynamic Internal Memory. 1-8 - José Antonio Becerra
A Redescriptive Approach to Autonomous Perceptual Classification in Robotic Cognitive Architectures. 1-8 - Xuan Liu, Xiaoguang Wang, Stan Matwin
Interpretable Deep Convolutional Neural Networks via Meta-learning. 1-9 - Robson Antonio do Prado, Felipe da Rocha Henriques, Diego Barreto Haddad
Sparsity-Aware Distributed Adaptive Filtering Algorithms for Nonlinear System Identification. 1-8 - Marcio Rubbo
Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced Data. 1-8 - Yu Miao, Huajin Tang, Gang Pan:
A Supervised Multi-Spike Learning Algorithm for Spiking Neural Networks. 1-7 - Adrian Horzyk
Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. 1-8 - Diego B. Haddad
Brazilian Soil Bulk Density Prediction Based on a Committee of Neural Regressors. 1-8 - Luiza Mici, German Ignacio Parisi, Stefan Wermter
Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture. 1-8 - M. Pérez-Ortiz
A mixture of experts model for predicting persistent weather patterns. 1-8 - Siyuan Chen, Chao Peng, Linsen Cai, Lanying Guo:
A Deep Neural Network Model for Target-based Sentiment Analysis. 1-7 - Tomas Kuzma, Igor Farkas:
Computational Analysis of Learned Representations in Deep Neural Network Classifiers. 1-8 - Bruno Almeida Pimentel, André C. P. L. F. de Carvalho
Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning. 1-8 - Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
Collaborative Multi-View Attributed Networks Mining. 1-8 - Gary Wong, Anuraganand Sharma, Rohitash Chandra
Information Collection Strategies In Memetic Cooperative Neuroevolution For Time Series Prediction. 1-6 - Kun Shao, Dongbin Zhao, Yuanheng Zhu, Qichao Zhang:
Visual Navigation with Actor-Critic Deep Reinforcement Learning. 1-6 - Vincenzo Randazzo
Nonstationary topological learning with bridges and convex polytopes: the G-EXIN neural network. 1-6 - Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Mining Port Congestion Indicators from Big AIS Data. 1-8 - Sohini Roychowdhury, Minming Zhao, Andreas Wallin, Niklas Ohlsson, Mats Jonasson
Machine Learning Models for Road Surface and Friction Estimation using Front-Camera Images. 1-8 - Kelly J. Gurubel, Edgar N. Sánchez, Alberto Coronado-Mendoza, Virgilio Zúñiga, Belkis Sulbaran
Optimal Neural Control of A Two Stages Anaerobic Digestion Model for Biofuels Production. 1-7 - Chun Wai Chiu
Diversity-Based Pool of Models for Dealing with Recurring Concepts. 1-8 - Wei Wang, Yang Gao, Zhanpeng Jin:
Interpretive Reservoir: A Preliminary Study on The Association Between Artificial Neural Network and Biological Neural Network. 1-8 - Dazi Li, Tianjiao Kang, Jinglu Hu, Min Han, Qibing Jin:
Quasi-Linear Recurrent Neural Network based Identification and Predictive Control. 1-6 - Alexander Katzmann
TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment. 1-8 - Nicholas Buhagiar, Bahram Zahir Azami, Abdolreza Abhari:
Using Deep Learning to Recommend Discussion Threads to Users in an Online Forum. 1-8 - L. Wesley Passos, Gabriel M. Araujo
Eye Detection Using Ensemble of Weak Classifiers Based on Correlation Filter. 1-6 - Jianhui Zhao, Xinyu Newman Zhang, Hongbo Gao, Jialun Yin, Mo Zhou, Chuanqi Tan:
Object Detection Based on Hierarchical Multi-view Proposal Network for Autonomous Driving. 1-6 - Y. Yuliana Rios, Julio Alberto García-Rodríguez, Oscar D. Sánchez, Edgar N. Sánchez, Alma Y. Alanis
Inverse Optimal Control Using A Neural Multi-Step Predictor For T1DM Treatment. 1-8 - Valéry Covachev, Zlatinka Covacheva:
Existence of Periodic Solutions for the Discrete-Time Counterpart of a Complex-Valued Hopfield Neural Network with Time-Varying Delays and Impulses. 1-8 - Danillo Roberto Pereira, Pedro Pedrosa Rebouças Filho
Stroke Lesion Detection Using Convolutional Neural Networks. 1-6 - Murilo Falleiros Lemos Schmitt
Outlier Detection on Semantic Space for Sentiment Analysis With Convolutional Neural Networks. 1-8 - Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah:
Hierarchical Laplacian Score for unsupervised feature selection. 1-7 - Shuva Paul, Zhen Ni:
A Study of Linear Programming and Reinforcement Learning for One-Shot Game in Smart Grid Security. 1-8 - Melissa Johnson, Sylvain Chartier:
Is There a Purpose to Network Redundancy? 1-8 - Feng Guo, Canghong Shi
Outlier Detection Based on the Data Structure. 1-6 - Ilaria Bortone
A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic Baropodometry. 1-7 - Igor Rocha de Sousa, Rogerio Vieira de Oliveira Segundo, Cláudio Marques de Sá Medeiros, Elias Teodoro Silva
Estimation of global solar irradiance with LDR sensor and artificial neural network embedded in an 8-bit microcontroller. 1-8 - Jing Ma, Edmund M.-K. Lai, WenWang Pang:
CS-CL: A Flocking Model That Incorporates The Bio-inspired Chorus-Line Effect. 1-6 - Manuel R. Vargas, Carlos E. M. dos Anjos
Deep Leaming for Stock Market Prediction Using Technical Indicators and Financial News Articles. 1-8 - Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi:
Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface. 1-6 - Zhiqiang Wan, Hepeng Li, Haibo He:
Residential Energy Management with Deep Reinforcement Learning. 1-7 - Hugo Rosa, David Martins de Matos, Ricardo Ribeiro
A "Deeper" Look at Detecting Cyberbullying in Social Networks. 1-8 - He Li, Wei-Long Zheng, Bao-Liang Lu:
Multimodal Vigilance Estimation with Adversarial Domain Adaptation Networks. 1-6 - Andros Tjandra, Sakriani Sakti, Satoshi Nakamura:
Tensor Decomposition for Compressing Recurrent Neural Network. 1-8 - Deqing Zhai, Tanaya Chaudhuri, Yeng Chai Soh, Xianhua Ou, Chaoyang Jiang:
Improvement of Energy Efficiency of Markov ACMV Systems based on PTS Information of Occupants. 1-7 - Peter Andras
Random Projection Neural Network Approximation. 1-8 - Milla S. A. Ferro, Bruno J. T. Fernandes
Non-negative Structured Pyramidal Neural Network for Pattern Recognition. 1-7 - Douglas W. F. L. Vilela, Anna Diva P. Lotufo, Carlos R. Santos-Junior:
Fuzzy ARTMAP Neural Network IDS Evaluation applied for real IEEE 802.11w data base. 1-7 - Timoleon Moraitis
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. 1-8 - Yulong Wang, Wei Yang, Haoxin Zhang:
Deep Learning Single Logo Recognition with Data Enhancement by Shape Context. 1-7 - Jessica S. Rahman, Jinyan Li, Juanying Xie, Shoshana Fogelman, Michael Blumenstein:
Connectivity Based Method for Clustering Microbial Communities from Metagenomics Data of Water and Soil Samples. 1-8 - Matheus B. Moura, Daniel C. Vidal, Carla Schueler, Leni J. de Matos, Tadeu N. Ferreira
Outdoor-To-Indoor Power Prediction for 768 MHZ Wireless Mobile Transmission Using Multilayer Perceptron. 1-7 - Xiuying Wang, Changliang Li, Zhijun Zheng, Bo Xu:
Paraphrase Recognition via Combination of Neural Classifier and Keywords. 1-8 - Jeovane Honório Alves
Extracting Lungs from CT Images Using Fully Convolutional Networks. 1-8 - Michael Traynor, Thomas Trappenberg
Words Are Not Temporal Sequences of Characters. 1-6 - Lei Xing, Yunqi Mi, Yuanhao Li, Badong Chen:
Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss. 1-7 - Zigui Jiang, Rongheng Lin, Fangchun Yang:
Mining Daily Canonical Correlations among Multivariable Electricity, Gas and Climate Data. 1-8 - Xing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang:
Multi-granularity Hierarchical Attention Siamese Network for Visual Tracking. 1-8 - Anfeng Cheng, Chun-Yi Liu, Chuan Zhou, Jianlong Tan, Li Guo:
User Alignment via Structural Interaction and Propagation. 1-8 - Adriano S. Koshiyama, Nick Firoozye
Mid-Curve Recommendation System: a Stacking Approach Through Neural Networks. 1-8 - Xueying Wang
Background Subtraction on Depth Videos with Convolutional Neural Networks. 1-7 - Zheng Wang, Irena Koprinska, Alicia Troncoso
Static and Dynamic Ensembles of Neural Networks for Solar Power Forecasting. 1-8 - Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, Alexandro Baldassin
Pattern Analysis in Drilling Reports using Optimum-Path Forest. 1-8 - Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Segmentation-Free Approaches For Handwritten Numeral String Recognition. 1-8 - Yang Ning, Yang Huang, Jinyang Li, Qi Liu, Disheng Yang, Wei Zheng, Hengchang Liu:
ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows Forecast. 1-8 - Alex Norta
Self-Aware Smart Contracts with Legal Relevance. 1-8 - Gabriel Dusil, Dalibor Cerny:
The Next Evolution in Funding Innovation. 1-4 - Francisco Cruz
Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. 1-8 - Wei-Teng Weng, Daw-Tung Lin:
Crowd Density Estimation Based on a Modified Multicolumn Convolutional Neural Network. 1-7 - Mingyang Geng, Yiying Li, Bo Ding, Huaimin Wang:
Deep Learning-based Cooperative Trail Following for Multi-Robot System. 1-8 - Ying Ma, José C. Príncipe:
Comparison of Static Neural Network with External Memory and RNNs for Deterministic Context Free Language Learning. 1-7 - Lyes Khacef
Confronting machine-learning with neuroscience for neuromorphic architectures design. 1-8 - Alaa El Khatib, Shimeng Huang
Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. 1-8 - José M. Quero, Pablo J. Quero:
Stochastic Neural Interface with Selective Synapse. 1-6 - Chao Chen, Boyuan Jiang, Xinyu Jin:
Parameter Transfer Extreme Learning Machine based on Projective Model. 1-8 - Mohamed Elleuch
Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System. 1-6 - Miaomiao Wu, Yun Li:
Adversarial mRMR against Evasion Attacks. 1-6 - Ricardo Cerri
Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. 1-7 - Rim Haidar, Stephen McCloskey, Irena Koprinska, Bryn Jeffries
Convolutional Neural Networks on Multiple Respiratory Channels to Detect Hypopnea and Obstructive Apnea Events. 1-7 - Changhao Zhang, Yu Guo, Fei Wang
Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification. 1-6 - Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
An ANFIS Based System Identification Procedure for Modeling Electrochemical Cells. 1-8 - Chris Yakopcic, Tarek M. Taha:
Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. 1-7 - Cristóbal J. Nettle, Fabian Rubilar, María-José Escobar:
Coupling Robots Behavior by Introducing Reactive Motivational Orientations. 1-8 - Hongchao Lu, Zhidong Deng, Xiaolong Liu:
Semantic Image Segmentation Based on Attentions to Intra Scales and Inner Channels. 1-8 - Oliver Palumbo, Dimah Dera
Inverted Cone Convolutional Neural Network For Deboning MRIs. 1-6 - Shantanu Jain, Angshul Majumdar:
Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender Systems. 1-8 - A. Ravishankar Rao, Daniel Clarke
A comparison of models to predict medical procedure costs from open public healthcare data. 1-8 - Heitor Florencio, Adriao Doria Neto:
Probabilistic Inference of the Packet Delivery Ratio in Industrial Wireless Sensor Networks. 1-8 - Shunsuke Aoki, Seitaro Koyama, Toshimichi Saito:
Analysis and Implementation of Simple Dynamic Binary Neural Networks. 1-6 - Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
McDiarmid Drift Detection Methods for Evolving Data Streams. 1-9 - Hui Song
Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction. 1-8 - Anthony Strock
A Simple Reservoir Model of Working Memory with Real Values. 1-8 - Shaghayegh Gomar, Majid Ahmadi:
Digital Realization of PSTDP and TSTDP Learning. 1-5 - Nicolás Cruz, Luis G. Marin
Neural Network Prediction Interval Based on Joint Supervision. 1-8 - Renato F. Pereira, Cláudio M. S. Medeiros, Pedro Pedrosa Rebouças Filho
Goat Leather Quality Classification Using Computer Vision and Machine Learning. 1-8 - Ivan Yu. Tyukin
Efficiency of Shallow Cascades for Improving Deep Learning AI Systems. 1-8 - Seunghyun Yoo, Seungbae Kim, Joshua Joy, Mario Gerla:
Promoting Cooperative Strategies on Proof-of-Work Blockchain. 1-8 - Renjie Hu
ELM-SOM: A Continuous Self-Organizing Map for Visualization. 1-8 - Felipe N. Walmsley
An Ensemble Generation Method Based on Instance Hardness. 1-8 - Marcelo Borghetti Soares, Stefan Wermter
Point Cloud Object Recognition using 3D Convolutional Neural Networks. 1-8 - Michele Valenti, Roberto Bonfigli, Emanuele Principi, Stefano Squartini
Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring. 1-8 - Gustavo R. Lima, Carlos E. Mello, Geraldo Zimbrao:
A New Modeling for Item Ratings Using Landmarks. 1-8 - Edward W. Staley, Kapil D. Katyal, Philippe Burlina:
DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders. 1-7 - Calin-Adrian Popa
Deep Hybrid Real-Complex-Valued Convolutional Neural Networks for Image Classification. 1-6 - Joana Cósta
Adaptive Learning Models Evaluation in Twitter's Timelines. 1-8 - Simone Disabato
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. 1-8 - Tinish Bhattacharya, Vivek Parmar
MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware. 1-9 - Yafu Xiao, Jing Li, Jun Chang, Yifei Zhou, Wenfan Zhang:
Correlation Filter Tracking with Multiscale Spatial View. 1-6 - Aedan G. K. Roberts
Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. 1-8 - Bhanu Teja Nalla, Teena Sharma, Nishchal K. Verma, S. R. Sahoo:
Image Dehazing for Object Recognition using Faster RCNN. 1-7 - André G. C. Pacheco, Renato A. Krohling:
An approach to improve online sequential extreme learning machines using restricted Boltzmann machines. 1-8 - Zhonghua Zhai, Jian Zhai:
Identity-preserving Conditional Generative Adversarial Network. 1-5 - Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen:
Incremental Adaptive EEG Classification of Motor Imagery-based BCI. 1-7 - Jinyan Li:
Version Space Completeness for Novel Hypothesis Induction in Biomedical Applications. 1-8 - Millaray Curilem
Using CNN To Classify Spectrograms of Seismic Events From Llaima Volcano (Chile). 1-8 - Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang:
Sparse least squares support vector regression for nonstationary systems. 1-8 - Leticia V. N. Lapenda, Roberto H. W. Pinheiro, George D. C. Cavalcanti:
An empirical analysis of Combined Dissimilarity Spaces. 1-8 - Shubham Maheshwari, Angshul Majumdar:
Hierarchical Autoencoder for Collaborative Filtering. 1-7 - Yaran Chen, Dongbin Zhao, Haoran Li
A temporal-based deep learning method for multiple objects detection in autonomous driving. 1-6 - Luis Eduardo Boiko Ferreira, Jean Paul Barddal
An Experimental Perspective on Sampling Methods for Imbalanced Learning From Financial Databases. 1-6 - Rick Wang, Amir-Hossein Karimi, Ali Ghodsi:
Distance Correlation Autoencoder. 1-8 - Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network. 1-6 - Claudio Loconsole
A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free computer-assisted handwriting analysis based on biometric signals. 1-8 - Leonardo Moreira, Christofer Dantas, Leonardo Oliveira, Jorge de Abreu Soares, Eduardo S. Ogasawara
On Evaluating Data Preprocessing Methods for Machine Learning Models for Flight Delays. 1-8 - Marta Amorim, Frederico Damasceno Bortoloti, Patrick Marques Ciarelli
Analysing rotation-invariance of a log-polar transformation in convolutional neural networks. 1-6 - Xiaoning Han, Huaping Liu, Fuchun Sun, Dongfang Yang:
Active Object Detection Using Double DQN and Prioritized Experience Replay. 1-7 - Juarez Monteiro, Roger Granada, João Paulo Aires, Rodrigo C. Barros
Evaluating the Feasibility of Deep Learning for Action Recognition in Small Datasets. 1-8 - Jiannan Zhao
A Bio-inspired Collision Detector for Small Quadcopter. 1-7 - Alexandre C. Barbosa, Thays A. Oliveira, Vitor Nazário Coelho:
Cryptocurrencies for Smart Territories: an exploratory study. 1-8 - Abdulrahman Altahhan:
TD(0)-Replay: An Efficient Model-Free Planning with full Replay. 1-7 - Igor N. Aizenberg, Alexander Gonzalez:
Image Recognition using MLMVN and Frequency Domain Features. 1-8 - Francisco Antunes
Active Learning for Input Space Exploration in Traffic Simulators. 1-8 - Pablo V. A. Barros
Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. 1-8 - Shuai Yu
ACJIS: A Novel Attentive Cross Approach For Joint Intent Detection And Slot Filling. 1-7 - Anurag Mishra, Charu Agarwal, Girija Chetty
Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. 1-7 - Beatrice Lazzerini
A Neural System for Faithful Color Reproduction in Industrial Printing Processes. 1-8 - Alessio Martino
Supervised Approaches for Protein Function Prediction by Topological Data Analysis. 1-8 - Zhongfeng Liu, Yun Li, Wei Ji:
Differential Private Ensemble Feature Selection. 1-6 - Silvia Rossi
A Multimodal Deep Learning Network for Group Activity Recognition. 1-6 - Zhe Qiu, Xiaodong Gu:
Multi ROI and Multi Map Networks for Accurate and Efficient Pedestrian Detection. 1-7 - Jian Hou, Aihua Zhang:
A Centerness Peak Based Clustering Algorithm. 1-6 - Zheng Qin
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. 1-8 - Lincong Luo, Liang Peng, Chen Wang, Zeng-Guang Hou, Weiqun Wang:
An Assist-as-Needed Controller for Robotic Rehabilitation Therapy Based on RBF Network. 1-7 - Chao Li, Yanfen Cheng, Hongxia Wang:
A Novel Document Classification Algorithm Based on Statistical Features and Attention Mechanism. 1-6 - Paulo Chagas, Rafael Daisuke Akiyama, Aruanda Simões Goncalves Meiguins, Carlos Gustavo Resque dos Santos, Filipe Saraiva, Bianchi Serique Meiguins, Jefferson Morais
Evaluation of Convolutional Neural Network Architectures for Chart Image Classification. 1-8 - Asem Othman
The Horcrux Protocol: A Method for Decentralized Biometric-based Self-sovereign Identity. 1-7 - Ziyu Liu, Alexander McClung, Henry Wing Fung Yeung, Yuk Ying Chung, Seid Miad Zandavi
Top-Down Person Re-Identification With Siamese Convolutional Neural Networks. 1-8 - Erik Barrow, Mark Eastwood, Chrisina Jayne
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. 1-8 - Mark Nutter, Catherine H. Crawford, Jorge Ortiz:
Design of Novel Deep Learning Models for Real-time Human Activity Recognition with Mobile Phones. 1-8 - Marco Vannucci
Self-Organizing-Maps Based Undersampling for the Classification of Unbalanced Datasets. 1-6 - Monika Sharma, Swati, Lovekesh Vig:
Automatic Chromosome Classification using Deep Attention Based Sequence Learning of Chromosome Bands. 1-8 - Eduardo Zarate Max, Ricardo Marcondes Marcacini
Improving Instance Selection via Metric Learning. 1-6 - Rohitash Chandra
Bayesian Multi-task Learning for Dynamic Time Series Prediction. 1-8 - Philip J. Vance, Gautham P. Das
Investigation into Sub-Receptive Fields of Retinal Ganglion Cells with Natural Images. 1-8 - Francisco N. C. de Araujo, Vinícius P. Machado
Automatic Cluster Labeling Based on Phylogram Analysis. 1-8 - Ting-Shuo Chou, Hirak Jyoti Kashyap, Jinwei Xing
CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. 1-8 - Wilson Silva
A Uniform Performance Index for Ordinal Classification with Imbalanced Classes. 1-8 - Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega, Aldísio Gonçalves Medeiros, Leandro Bezerra Marinho
Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images. 1-8 - Taha J. Alhindi, Shivam Kalra, Ka Hin Ng, Anika Afrin, Hamid R. Tizhoosh:
Comparing LBP, HOG and Deep Features for Classification of Histopathology Images. 1-7 - Yilong Yang
Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network. 1-7 - Fan Lei, Qiudan Li, Song Sun, Lei Wang, Daniel Dajun Zeng:
Catching Dynamic Heterogeneous User Data for Identity Linkage Learning. 1-8 - Marcos M. Raimundo, Fernando J. Von Zuben:
Investigating multiobjective methods in multitask classification. 1-9 - Manoel Alves de Almeida Neto
Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters. 1-8 - Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue
Visual Global Localization with a Hybrid WNN-CNN Approach. 1-9 - Renyu Liu, Qingsheng Zhu:
A Network Anomaly Detection Algorithm based on Natural Neighborhood Graph. 1-7 - Yu-Dong Wu, Xiaoliang Xie, Gui-Bin Bian, Zeng-Guang Hou, Xiao-Ran Cheng, Sheng Chen, Shi-Qi Liu, Qiao-Li Wang:
Automatic Guidewire Tip Segmentation in 2D X-ray Fluoroscopy Using Convolution Neural Networks. 1-7 - Ruizhi Chen, Hong Ma, Shaolin Xie, Peng Guo, Pin Li, Donglin Wang:
Fast and Efficient Deep Sparse Multi-Strength Spiking Neural Networks with Dynamic Pruning. 1-8 - Dimitrios Kollias
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. 1-8 - Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha:
Effective Quantization Approaches for Recurrent Neural Networks. 1-8 - Ange Tato, Roger Nkambou, Aude Dufresne, Claude Frasson:
Semi-Supervised Multimodal Deep Learning Model for Polarity Detection in Arguments. 1-8 - Yongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch:
Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. 1-6 - Edcarllos Santos, Puca Huachi Vaz Penna, Igor Machado Coelho, Heder Dorneles Soares, Luiz Satoru Ochi, Luidi Simonetti
Logistics SLA optimization service for transportation in smart cities. 1-8 - Rahul Paul
Predicting Nodule Malignancy using a CNN Ensemble Approach. 1-8 - Menglong Lu, Dawei Feng, Linbo Qiao, Dawen Ding, Dongsheng Li:
Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization. 1-8 - Denis Larrivee:
Global Dynamics and Local Synchrony: Therapeutic Prospects for Implant Learning Devices. 1-6 - Xiaomao Zhou, Cornelius Weber, Stefan Wermter
A Self-organizing Method for Robot Navigation based on Learned Place and Head-Direction Cells. 1-8 - Tina Krigel, Benjamin Schütze, Jonathan Stoklas:
Legal, ethical and social impact on the use of computational intelligence based systems for land border crossings. 1-8 - Anurag Mishra, Khushwant Sehra
Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. 1-8 - Qi He, Yao Lee, Dongmei Huang, Shengqi He, Wei Song, Yanling Du
Multi-modal Remote Sensing Image Classification for Low Sample Size Data. 1-6 - Himanshu Pant, Sumit Soman
Twin Neural Networks for Efficient EEG Signal Classification. 1-7 - Dino Ienco, Ruggero G. Pensa:
Semi-Supervised Clustering With Multiresolution Autoencoders. 1-8 - Huan Xu, Chong Zhang
Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. 1-7 - Johannes V. Lochter, Pedro R. Pires
Evaluating the impact of corpora used to train distributed text representation models for noisy and short texts. 1-8 - Farzan Majdani, Andrei Petrovski, Sergey Petrovski
Generic Application of Deep Learning Framework for Real-Time Engineering Data Analysis. 1-8 - Raphael Abreu, Joel A. F. dos Santos
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization. 1-8 - Nicolas Astorga, Pablo Huijse
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. 1-8 - Calin-Adrian Popa
Complex-Valued Deep Boltzmann Machines. 1-8 - Xinxin Jiang, Shirui Pan
Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction. 1-8 - Jonas Nordhaug Myhre
Secant manifold constrained random projections -Improved cluster ensembles. 1-7 - Jin Ding, Yong-Zhi Sun, Ping Tan
Detecting Communities in Networks Using Competitive Hopfield Neural Network. 1-7 - Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue
Mapping Road Lanes Using Laser Remission and Deep Neural Networks. 1-8 - Albert Franca Josua Costa, Regis Antonio Saraiva Albuquerque, Eulanda Miranda dos Santos:
A Drift Detection Method Based on Active Learning. 1-8 - Tongtong Zhao, Yuxiao Yan, Ibrahim Shehi Shehu, Xianping Fu:
Image Purification Networks: Real-time Style Transfer with Semantics through Feed-forward Synthesis. 1-7 - Parisa Rastin, Basarab Matei
Prototype-based Clustering for Relational Data using Barycentric Coordinates. 1-8 - Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein:
Person Head Detection in Multiple Scales Using Deep Convolutional Neural Networks. 1-7 - Claudio Gallicchio, Alessio Micheli
Why Layering in Recurrent Neural Networks? A DeepESN Survey. 1-8 - Mauro dos Santos de Arruda
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. 1-8 - Pamela Johnston
Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. 1-8 - Erick Simas Grilo, Bruno Lopes
Formalization and Certification of Software for Smart Cities. 1-8 - David Simões, Nuno Lau
Guided Deep Reinforcement Learning in the GeoFriends2 Environment. 1-7 - Huayue Cai, Xiang Zhang, Zhigang Luo, Xuhui Huang:
Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier Method. 1-8 - Vítor Lourenço
Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning. 1-8 - Sam Slade, Li Zhang:
Topological Evolution of Spiking Neural Networks. 1-9 - Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo
SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. 1-6 - Tooba Faisal, Nicolas T. Courtois, Antoaneta Serguieva:
The Evolution of Embedding Metadata in Blockchain Transactions. 1-9 - Yangjie Qi, Raqibul Hasan, Tarek M. Taha:
Socrates-D 2.0: A Low Power High Throughput Architecture for Deep Network Training. 1-8 - Yen-Chang Hsu, Zheng Xu, Zsolt Kira, Jiawei Huang:
Learning to Cluster for Proposal-Free Instance Segmentation. 1-8 - Joohee Suh, Dean Frederick Hougen
The Context-Aware Learning Model: experience-powered Logistic Regression Backpropagation (CALM-epLRB). 1-8 - Juan Pedro Dominguez-Morales
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. 1-8 - Leandro Maia Silva, Fabrício Vivas Andrade, Antônio Otávio Fernandes, Luiz Filipe Menezes Vieira:
Arithmetic Circuit Classification Using Convolutional Neural Networks. 1-7 - Ali Anaissi, Ali Braytee
Gaussian Kernel Parameter Optimization in One-Class Support Vector Machines. 1-8 - Siqi Xu, Jianhua Dai, Hong Shi:
Semi-supervised Feature Selection Based on Least Square Regression with Redundancy Minimization. 1-8 - Gilberto M. Xavier, José Manoel de Seixas:
Fault Detection and Diagnosis in a Chemical Process using Long Short-Term Memory Recurrent Neural Network. 1-8 - Yun Han, Sheng-Luen Chung, Arul-Murugan Ambikapathi, Jui-Shan Chan, Wei-You Lin, Shun-Feng Su:
Robust Human Action Recognition Using Global Spatial-Temporal Attention for Human Skeleton Data. 1-8 - Adamu Ali-Gombe, Eyad Elyan
Few-shot Classifier GAN. 1-8 - Siddharth Dadhich, Fredrik Sandin, Ulf Bodin:
Predicting Bucket-Filling Control Actions of a Wheel-Loader Operator Using a Neural Network Ensemble. 1-6 - Joaquim L. Viegas, Nuno M. Cepeda, Susana M. Vieira
Electricity fraud detection using committee semi-supervised learning. 1-6 - Phuoc Nguyen, Truyen Tran, Svetha Venkatesh:
Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records. 1-9 - Julio J. Valdés, Zachary Baird, Sreeraman Rajan
Single Channel Continuous Wave Doppler Radar for Differentiating Types of Human Activity. 1-8 - James O'Shea, Keeley A. Crockett, Wasiq Khan
Intelligent Deception Detection through Machine Based Interviewing. 1-8 - Mehmet Akçakaya
Subject-Specific Convolutional Neural Networks for Accelerated Magnetic Resonance Imaging. 1-6 - Adrian Calma, Moritz Stolz, Daniel Kottke, Sven Tomforde, Bernhard Sick
Active Learning With Realistic Data - A Case Study. 1-8 - Tong Yu, Meng Wang, Yanzhang Lv, Luguo Xue, Jun Liu:
Interpretative Topic Categorization Via Deep Multiple Instance Learning. 1-7 - Zejia Zheng, Xiang Wu, Juyang Weng:
Emergent Turing Machine as a General Purpose Approximator. 1-8 - Ranik Guidolini, Lucas G. Scart, Luan F. R. Jesus, Vinicius B. Cardoso, Claudine Badue
Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car. 1-8 - Chunyang Liu, Ling Chen
Towards the Learning of Weighted Multi-label Associative Classifiers. 1-7 - Irena Koprinska, Dengsong Wu, Zheng Wang:
Convolutional Neural Networks for Energy Time Series Forecasting. 1-8 - Ruizhi Chen, Hong Ma, Peng Guo, Shaolin Xie, Pin Li, Donglin Wang:
Low Latency Spiking ConvNets with Restricted Output Training and False Spike Inhibition. 1-8 - Luís Santos, Rodrigo M. S. Veras
Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm. 1-7 - Arief Koesdwiady, Alaa El Khatib, Fakhri Karray:
Methods to Improve Multi-Step Time Series Prediction. 1-8 - Cangfeng Ding, Kan Li:
Centrality Ranking via Topologically Biased Random Walks in Multiplex Networks. 1-8 - Richard Hankins, Yao Peng, Hujun Yin:
SOMNet: Unsupervised Feature Learning Networks for Image Classification. 1-8 - Shaoning Pang
Online Max-flow Learning via Augmenting and De-augmenting Path. 1-8 - Marco Pota, Massimo Esposito:
Question Classification by Convolutional Neural Networks Embodying Subword Information. 1-7 - Martin D. Móre, Douglas M. Souza, Jonatas Wehrmann
Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. 1-8 - Qun Liu, Supratik Mukhopadhyay:
Unsupervised Learning using Pretrained CNN and Associative Memory Bank. 1-8 - Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang
Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification. 1-7 - Pierre Falez
Mastering the Output Frequency in Spiking Neural Networks. 1-8 - Alexandre Miguel de Carvalho, Ronaldo Cristiano Prati:
Improving kNN classification under Unbalanced Data. A New Geometric Oversampling Approach. 1-6 - Alexander Glandon, Sharif Ullah
Prediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks. 1-7 - Yifeng Li, Xiaodan Zhu:
Exponential Family Restricted Boltzmann Machines and Annealed Importance Sampling. 1-10 - Samuel Ndichu
A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector Representation. 1-8 - Kamlesh Mistry, Jyoti Jasekar, Biju Issac
Extended LBP based Facial Expression Recognition System for Adaptive AI Agent Behaviour. 1-7 - Shahin Amiriparian
Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. 1-7 - Xuying Shaol, Ke-shi Ge, Huayou Su, Lei Luo, Baoyun Peng, Dongsheng Li:
Deep Discriminative Clustering Network. 1-7 - Shizhao Chen, Kai Chen
Flexible ranking extreme learning machine based on matrix-centering transformation. 1-8 - Gabriel P. Andrade, Miklós Ruszinkó, Robert Kozma
Graph Models of Neurodynamics to Support Oscillatory Associative Memories. 1-8 - Xinxin Jiang, Shirui Pan
Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data. 1-8 - Takashi Sano:
An Analytic Solution to the Inverse Ising Problem in the Tree-reweighted Approximation. 1-8 - Peter Tulala, Hamidreza Mahyar, Elahe Ghalebi K., Radu Grosu:
Unsupervised Wafermap Patterns Clustering via Variational Autoencoders. 1-8 - Everlandio Fernandes, Rafael Lima Rocha
An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component Inspection. 1-6 - Chandan Kumar Singh, Anima Majumder, Swagat Kumar
Deep Network based Automatic Annotation for Warehouse Automation. 1-8 - Danilo Filippo Reiszel Pereira, Natanael Nunes de Moura Junior, Luiz Pereira Calôba:
Financial Time Series Forecasting Using Non-Linear Methods and Stacked Autoencoders. 1-8 - Mario Luca Bernardi, Marta Cimitile
Driver Identification: a Time Series Classification Approach. 1-7 - Aditya Shukla, Sidharth Prasad, Sandip Lashkare
A case for multiple and parallel RRAMs as synaptic model for training SNNs. 1-8 - Mei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli
Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. 1-8 - Nicolò Navarin
Extreme Graph Kernels for Online Learning on a Memory Budget. 1-8 - Alexandre Yukio Ichida, Felipe Meneguzzi
Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network. 1-7 - Zihan Pan, Haizhou Li
An Event-Based Cochlear Filter Temporal Encoding Scheme for Speech Signals. 1-8 - Jingzhuo Yang, Yu Wang, Shenglei Pei, Qinghua Hu:
Monotonicity Induced Parameter Learning for Bayesian Networks with Limited Data. 1-8 - Jesús Benito-Picazo, Enrique Domínguez, Esteban J. Palomo
Deep learning-based anomalous object detection system powered by microcontroller for PTZ cameras. 1-7 - Carolina Zambelli, João Ranhel
Half-precision Floating Point on Spiking Neural Networks Simulations in FPGA. 1-6 - Pedro Machado, Andreas Oikonomou, Georgina Cosma
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. 1-8 - Rahul Paul
Representation of Deep Features using Radiologist defined Semantic Features. 1-7 - Shengyang Sun, Jiwei Li, Zhiwei Li
Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural Networks. 1-6 - Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin
Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions. 1-6 - Amanda Gondim de Oliveira, Allan de Medeiros Martins
Information State: A Representation for Dynamic Processes Using Information Theory. 1-8 - Guangcan Liu, Jing Shi, Xiuyi Chen, Jiaming Xu, Bo Xu:
Improving Speech Separation with Adversarial Network and Reinforcement Learning. 1-7 - Samara A. Alves, Wouter Caarls
Weightless Neural Network for High Frequency Trading. 1-7 - Bernardo Barancelli Schwedersky, Varuna Adikariwattage
Practical Nonlinear Model Predictive Control Using an Echo State Network Model. 1-8 - Stéphane Chrétien, Christophe Guyeux
Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. 1-6 - A. Ravishankar Rao, Subrata Garai, Daniel J. B. Clarke
A system for exploring big data: an iterative k-means searchlight for outlier detection on open health data. 1-8 - Ricardo Tapiador-Morales, Antonio Rios-Navarro
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. 1-7 - Guoping Zhao, Jiacheng Jiang, Jiajun Liu, Yanlei Yu, Ji-Rong Wen:
Improving Person Re-identification by Body Parts Segmentation Generated by GAN. 1-8 - Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta:
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts. 1-6 - Chengkun Zhang, Meiling Xu:
Multi-feature Classification of Hyperspectral Image via Probabilistic SVM and Guided Filter. 1-7 - Fabricio P. Lucas, Pyramo Costa, Rose M. S. Batalha
High Impedance Fault Detection in Time-Varying Distributed Generation Systems Using Adaptive Neural Networks. 1-8 - Bin Liu, Shuai Nie, Shan Liang, Zhanlei Yang, Wenju Liu:
Stochastic Multiple Choice Learning for Acoustic Modeling. 1-6 - Xiang Wu, Zejia Zheng, Juyang Weng:
Sensorimotor in Space and Time: Audition. 1-8 - Xiuyi Chen, Guangcan Liu, Jing Shi, Jiaming Xu, Bo Xu:
Distilled Binary Neural Network for Monaural Speech Separation. 1-8 - Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe:
Augmented Space Linear Model. 1-6 - Erica K. Shimomoto
Text Classification Based On Word Subspace With Term-Frequency. 1-8 - Aurélia Léon, Ludovic Denoyer:
Budgeted Hierarchical Reinforcement Learning. 1-8 - Marina Sparvoli
Development of resistive memories based on silver doped graphene oxide for neuron simulation. 1-6 - Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon
Improving Hierarchical Classification of Transposable Elements using Deep Neural Networks. 1-8 - Davide Bacciu, Andrea Bongiorno:
Concentric ESN: Assessing the Effect of Modularity in Cycle Reservoirs. 1-8 - Carlos Villaseñor
Differential Evolution and Covariance Ellipsoid for non-rigid transformation tracking of internal organs. 1-7 - Claudio Gallicchio, Alessio Micheli
Deep Tree Echo State Networks. 1-8 - Christopher Dahlin Rodin, Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Diego Barreto Haddad
Object Classification in Thermal Images using Convolutional Neural Networks for Search and Rescue Missions with Unmanned Aerial Systems. 1-8 - John Clemens
Learning Device Models with Recurrent Neural Networks. 1-8 - Sam Fletcher, Brijesh K. Verma
The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm. 1-8 - Stanislaw Wozniak, Angeliki Pantazi
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. 1-9 - Edmanuel Cruz
Finding the Place: How to Train and Use Convolutional Neural Networks for a Dynamically Learning Robot. 1-8 - Emre Cakir
End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input. 1-7 - Jihai Yang, Shijun Li, Wenning Xu:
An Iterative Transfer Learning based Classification framework. 1-8 - Qin Chen
Comparison of Three Methods for Short-Term Wind Power Forecasting. 1-8 - Milad Leyli-Abadi, Allou Samé, Latifa Oukhellou
Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series. 1-8 - Andy Anand Gajadhar, Renan Cipriano Moioli
Neural decoding with SVM and feature selection in a rat active tactile discrimination task. 1-6 - Natasza Marrouch
Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans. 1-10 - Daqi Liu, Shigang Yue:
Video-Based Disguise Face Recognition Based on Deep Spiking Neural Network. 1-8 - Qichao Zhang, Dongbin Zhao, Frank L. Lewis:
Model-Free Reinforcement Learning for Fully Cooperative Multi-Agent Graphical Games. 1-6 - Alex Dominguez-Sanchez, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla
A New Dataset and Performance Evaluation of a Region-based CNN for Urban Object Detection. 1-8 - Jérémie Sublime
Collaborative Clustering through Constrained Networks using Bandit Optimization. 1-8 - Jia-Jun Tong, Yun Luo, Bo-Qun Ma, Wei-Long Zheng, Bao-Liang Lu, Xiao-Qi Song, Shi-Wei Ma:
Sleep Quality Estimation with Adversarial Domain Adaptation: From Laboratory to Real Scenario. 1-8 - Yinfeng Ban, Juhua Pu, Yujun Chen, Yuanhong Wang:
NEGAN: Network Embedding based on Generative Adversarial Networks. 1-8 - Ranju Mandal
Assessing fish abundance from underwater video using deep neural networks. 1-6 - Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani
Learning Useful Representations Through Stacked Self-Organizing Maps. 1-8 - Bi Wu, Zhihua Cai, Xiaobo Liu:
Optical Flow Based Face Hallucination Via Weightedly-Constrained Representation. 1-6 - Jiahui Shen, Airu Pang, Li Yao, Xiao-jie Zhao:
Interaction of CBC Loops Involved in Working Memory Feedback Training. 1-6 - Hoyoung Tang, Heetak Kim, Donghyeon Cho, Jongsun Park
Spike Counts Based Low Complexity Learning with Binary Synapse. 1-8 - Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve
Manifold Correlation Graph for Semi-Supervised Learning. 1-7 - Alessio Petrozziello, Ivan Jordanov
Distributed Neural Networks for Missing Big Data Imputation. 1-8 - Christopher D. McDermott
Botnet Detection in the Internet of Things using Deep Learning Approaches. 1-8 - Kaleb E. Smith, Phillip Williams, Kaylen J. Bryan, Mitchell Solomon, Max Ble, Rana Haber:
Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification. 1-6 - Deepthi Badarinath, Chaitra S, Neha Bharill, Muhammad Tanveer, Mukesh Prasad
Study of Clinical Staging and Classification of Retinal Images for Retinopathy of Prematurity (ROP) Screening. 1-6 - Gracie Ermi, Ellyn Ayton, Nolan Price, Brian Hutchinson
Deep Learning Approaches to Chemical Property Prediction from Brewing Recipes. 1-7 - Maria Hügle, Simon Heller, Manuel Watter
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. 1-7 - Dan Valle, Nivio Ziviani, Adriano Veloso:
Effective Fashion Retrieval Based on Semantic Compositional Networks. 1-8 - Christopher Frederickson, Michael Moore, Glenn Dawson, Robi Polikar:
Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning. 1-8 - Zheng Qin
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications. 1-8 - Siyang Song, Shuimei Zhang
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. 1-8 - Jiyao Dong, Yunfei Zheng, Badong Chen:
A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis. 1-8 - Gwenaelle Cunha Sergio
Temporal Hierarchies in Sequence to Sequence for Sentence Correction. 1-7 - Shao-Yi Lu, Tien-Ruey Hsiang:
Generating Chinese Typographic and Handwriting Fonts from a Small Font Sample Set. 1-8 - Vladimir Kornijcuk, Doo Seok Jeong:
Pointer Based Routing Scheme for On-chip Learning in Neuromorphic Systems. 1-6 - Jingjing Tang
Large-Scale Linear NPSVM via One Permutation Hashing. 1-8 - Jefferson Tales Oliva
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. 1-8 - David Díaz-Vico
Deep MLPs for Imbalanced Classification. 1-7 - Rahul Sharma
Perceiving Abstract Concepts Via Evolving Computational Cognitive Modeling. 1-8 - Artur Jordão
Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. 1-7 - Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen, Lulu Wang, Jing Chen:
FHEDN: A context modeling Feature Hierarchy Encoder-Decoder Network for face detection. 1-8 - Yuechi Jiang
Using Double Regularization to Improve the Effectiveness and Robustness of Fisher Discriminant Analysis as A Projection Technique. 1-7 - Christopher Ma, Xin Dang, Yixin Chen, Dawn Wilkins:
Pareto cascade modeling of diffusion networks. 1-7 - Huan Wu, JunMin Wu, Jie Ding:
Extract Generalization Ability from Convolutional Neural Networks. 1-6 - Daniel Alberto Pamplona
Supervised Neural Network with multilevel input layers for predicting of air traffic delays. 1-6 - Gabriel Rufino Cerquinho Pinheiro, Bilza Marques de Aurajo:
On democratic evaluation of nodes representativity. 1-8 - Petros S. Karvelis
Topic recommendation using Doc2Vec. 1-6 - Leandro Takeshi F. Hattori, César Manuel Vargas Benítez
A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis. 1-8 - Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho:
Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). 1-8 - Marcelo Cabral Ghilardi
Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People. 1-8 - Fei Gao, Zhijing He, Yisu Ge, Shufang Lu, Yuanming Zhang:
A Two-stage Vehicle Type Recognition Method. 1-7 - Miguel Angelo de Abreu de Sousa
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams. 1-8 - Sam Green, Craig M. Vineyard, Çetin Kaya Koç
Impacts of Mathematical Optimizations on Reinforcement Learning Policy Performance. 1-8 - Fernando Itano, Miguel Angelo de Abreu de Sousa
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. 1-8 - Pedro Henrique Feijo de Sousa, Navar Medeiros M. e Nascimento
Detection and classification of faults in induction generator applied into wind turbines through a machine learning approach. 1-7 - Zhipeng Shen, Yuanming Zhang, Jiawei Lu, Jun Xu, Gang Xiao:
SeriesNet: A Generative Time Series Forecasting Model. 1-8 - Vinícius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Célia Coelho
Gradient Boosting Decision Trees for Echocardiogram Images. 1-8 - Lilian Berton, Alneu de Andrade Lopes, Didier Augusto Vega-Oliveros
A Comparison of Graph Construction Methods for Semi-Supervised Learning. 1-8 - Aline A. Peres, Susana M. Vieira
Hybrid neural models for automatic handwritten digits recognition. 1-8 - E. P. Kerr, Sonya A. Coleman
Sensor-based Vital Sign Monitoring, Analysis and Visualisation for Ageing in Place. 1-7 - Kelwin Fernandes, Jaime S. Cardoso
Ordinal Image Segmentation using Deep Neural Networks. 1-7 - Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch:
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. 1-7 - Guohan Zhao, Lingyun Xiang, Chengzhang Zhu, Feng Li:
Two-stage Unsupervised Multiple Kernel Extreme Learning Machine. 1-6 - Dongjie Wang, Yan Yang, Shangming Ning:
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction. 1-8 - Loau Tawfak Al Bahrani, Jagdish C. Patra, Alex Stojcevski
Solving economic dispatch problem under valve- point loading effects and generation constrains using a multi-gradient PSO algorithm. 1-8 - Jonatas Favotto Dalmedico
Artificial Neural Networks Applied in the Solution of the Inverse Kinematics Problem of a 3D Manipulator Arm. 1-6 - Tania B. Lopez-Garcia
Real-Time Battery Bank Charge-Discharge Using Neural Sliding Mode Control. 1-8 - Alex Norta
Commercial Property Tokenizing With Smart Contracts. 1-8 - Jibin Wu, Yansong Chua, Haizhou Li
A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks. 1-8 - Shijie Liao, Jing Chen, Jiaxin Hou, Qingyu Xiong, Junhao Wen:
Deep Convolutional Neural Networks with Random Subspace Learning for Short-term Traffic Flow Prediction with Incomplete Data. 1-6 - Diego Renan Bruno, Daniel Oliva Sales, Jean Amaro, Fernando Santos Osório
Analysis and fusion of 2D and 3D images applied for detection and recognition of traffic signs using a new method of features extraction in conjunction with Deep Learning. 1-8 - Angelika Skarysz, Yaser Alkhalifah, Kareen Darnley, Michael Eddleston, Yang Hu, Duncan B. McLaren
Convolutional neural networks for automated targeted analysis of raw gas chromatography-mass spectrometry data. 1-8 - Rui Xi, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu:
Deep Dilated Convolution on Multimodality Time Series for Human Activity Recognition. 1-8 - Muhammad Imran Razzak
Robust 2D Joint Sparse Principal Component Analysis With F-Norm Minimization For Sparse Modelling: 2D-RJSPCA. 1-7 - Sharath Adavanne
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features. 1-7 - James Brookhouse
Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. 1-8 - K. V. Shihabudheen
Wind Speed and Solar Irradiance Prediction Using Advanced Neuro-Fuzzy Inference System. 1-7 - Esteban J. Palomo
A New Self-Organizing Neural Gas Model based on Bregman Divergences. 1-8 - Adis Alihodzic, Eva Tuba
Extreme Learning Machines for Data Classification Tuning by Improved Bat Algorithm. 1-8 - Ibrahim Hossain, Imali Hettiarachchi:
Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning. 1-8 - Swastik Gupta, Konduri Hari Krishna, Ram Bilas Pachori
Fourier-Bessel series expansion based technique for automated classification of focal and non-focal EEG signals. 1-6 - Lujuan Zhang, Jun Li
GAN2C: Information Completion GAN with Dual Consistency Constraints. 1-8 - Alex Norta
A Privacy-Protecting Data-Exchange Wallet with Ownership- and Monetization Capabilities. 1-8 - Carlos J. Vega
Neural inverse optimal pinning control for synchronization of complex networks with nonidentical chaotic nodes. 1-5 - Xu Wang, Zhen Huang, Yiming Zhang, Ludan Tan, Yang Liu:
DSDR: Dynamic Semantic Discard Reader for Open-Domain Question Answering. 1-7 - Dmitrij Ivanov, Dieter Bestle, Christian Janke:
Fast Compressor Map Computation by Utilizing Support Vector Machine and Response Surface Approximation. 1-8 - Kan Li
Surprise-Novelty Information Processing for Gaussian Online Active Learning (SNIP-GOAL). 1-6 - Shiyun Chen, Maoquan Wang, Jiacheng Zhang, Liang He:
Classify Sentence from Multiple Perspectives with Category Expert Attention Network. 1-8 - Robin Devooght, Hugues Bersini:
Accelerating model-based collaborative filtering with item clustering. 1-8 - Richardson Santiago Teles de Menezes, Lucas de Azevedo Lima, Orivaldo Santana, Aron Miranda Henriques-Alves, Rossana Moreno Santa Cruz
Classification of Mice Head Orientation Using Support Vector Machine and Histogram of Oriented Gradients Features. 1-6 - Vinicius dos Santos Mello, Natanael Nunes de Moura Junior
Novelty Detection in Passive Sonar Systems using Stacked AutoEncoders. 1-7 - Paul J. Werbos:
AI Intelligence for the Grid 16 Years Later: Progress, Challenges and Lessons for Other Sectors. 1-8 - Lachezar Bozhkov, Petia Georgieva
Overview of Deep Learning Architectures for EEG-based Brain Imaging. 1-7 - Carlos Calvo Tapia
Cognitive Neural Network Driving DoF-Scalable Limbs in Time-Evolving Situations. 1-7 - He Jiang
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. 1-7 - Aixiang Andy Chen, Xiaolong Chai, Bingchuan Chen, Rui Bian, Qingliang Chen:
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. 1-8 - Konstantinos Drossos
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation. 1-8 - Wen Zan, Chuan Zhou, Hong Yang, Yue Hu, Li Guo:
iWalk: Interest-Aware Random Walk for Network Embedding. 1-8 - Virginia Ortiz Andersson
Towards Predicting Dengue Fever Rates Using Convolutional Neural Networks and Street-Level Images. 1-8 - Alexander N. Gorban
Data analysis with arbitrary error measures approximated by piece-wise quadratic PQSQ functions. 1-8 - Hongbo Shi, Qigang Gao, Suqin Ji, Yanxin Liu:
A Hybrid Sampling Method Based on Safe Screening for Imbalanced Datasets with Sparse Structure. 1-8 - Jared Rondeau, Marco Álvarez:
Deep Modeling of Human Age Guesses for Apparent Age Estimation. 1-8 - Marta P. B. Fernandes, Susana M. Vieira
Short-term prediction in an Oscillating Water Column using Artificial Neural Networks. 1-7 - Bartosz Krawczyk, Alberto Cano, Michal Wozniak
Selecting local ensembles for multi-class imbalanced data classification. 1-8 - Lei Zhang
Evaluating the Training Performance of Artificial Neural Network Using Small Time Series Segments of The Lorenz Chaotic System. 1-8 - Meghana Dinesh Kumar, Morteza Babaie
Deep Barcodes for Fast Retrieval of Histopathology Scans. 1-8 - Aviv Dotan
An Entropy Maximization Approach to Optimal Dimensionality Reduction. 1-7 - Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. 1-8 - Kai Gao, Hua Xu, Chengliang Gao, Hanyong Hao, Junhui Deng, Xiaomin Sun:
Attention-Based BiLSTM Network with Lexical Feature for Emotion Classification. 1-2 - Xianzhong Long, Yun Li:
Image Clustering Based on Supervised Graph Regularized Discriminative Concept Factorization. 1-7 - Dayiheng Liu, Quan Guo, Wubo Li, Jiancheng Lv:
A Multi-Modal Chinese Poetry Generation Model. 1-8 - Yoshitsugu Kakemoto, Shinichi Nakasuka:
Analysis of inner structure of VSF-Network. 1-8 - Miguel A. Molina-Cabello, Rafael Marcos Luque Baena
Road Pollution Estimation Using Static Cameras And Neural Networks. 1-7 - Nan Xu, Guandan Chen, Wenji Mao:
MNRD: A Merged Neural Model For Rumor Detection In Social Media. 1-7 - Thy Nguyen, Arthur Steven Younger, Emmett Redd, Tayo Obafemi-Ajayi
Meta-Learning Related Tasks with Recurrent Networks: Optimization and Generalization. 1-8 - Naveen Saini
Cascaded SOM: An Improved Technique for Automatic Email Classification. 1-8 - Mengyu Zheng, Chuan Zhou, Jia Wu
FraudNE: a Joint Embedding Approach for Fraud Detection. 1-8 - Robercy Alves da Silva, Anne Magály de Paula Canuto, João Carlos Xavier Junior, Teresa Bernarda Ludermir:
Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble. 1-8 - Sachin Kelkar, Chetanya Rastogi, Sparsh Gupta, G. N. Pillai:
SqueezeGAN: Image to Image Translation With Minimum Parameters. 1-6 - Alan L. S. Matias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes:
Fuzzy ART-Based Classification via Sparse Bayesian Learning. 1-7 - Yuanyuan Zhao, Linhao Dong, Shuang Xu, Bo Xu:
Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognition. 1-8 - Gunjan Gautam, Susanta Mukhopadhyay:
Contact Lens Detection using Transfer Learning with Deep Representations. 1-8 - Yu Sun, Peize Zhao, Honggang Zhang:
TA4REC: Recurrent Neural Networks with Time Attention Factors for Session-based Recommendations. 1-7 - Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data. 1-8 - Nadav Eichler, Hagit Hel-Or, Ilan Shimshoni, Dorit Itah, Bella Gross, Shmuel Raz:
Non-Invasive Motion Analysis for Stroke Rehabilitation using off the Shelf 3D Sensors. 1-8 - Vinicius G. Goecks, Gregory M. Gremillion, Hannah C. Lehman, William D. Nothwang:
Cyber-Human Approach For Learning Human Intention And Shape Robotic Behavior Based On Task Demonstration. 1-7 - Nanda Gopal Jeevarathnam, Ismail Uysal:
Grid-Based RFID Localization Using Tag Read Count And Received Signal Strength. 1-8 - Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-Robotics. 1-7 - Xin Song, Xinwei Jiang, Junbin Gao, Zhihua Cai, Xia Hong:
Functional Locality Preserving Projection for Dimensionality Reduction. 1-7 - Inês Domingues
Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification. 1-8 - Xingyi Cheng, Ruiqing Zhang, Jie Zhou, Wei Xu:
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. 1-8 - Damian Jimenez, Chengkai Li:
An Empirical Study on Identifying Sentences with Salient Factual Statements. 1-8 - Boris Bacic:
Towards the next generation of exergames: Flexible and personalised assessment-based identification of tennis swings. 1-8 - Renan de Padua, Laís Pessine do Carmo, Solange Oliveira Rezende
An Analysis on Community Detection and Clustering Algorithms on the Post-Processing of Association Rules. 1-7 - Karl Thurnhofer-Hemsi
Super-resolution of 3D Magnetic Resonance Images by Random Shifting and Convolutional Neural Networks. 1-8 - Yue Zhao
XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning. 1-8 - Robert Anderson, Yun Sing Koh
Predicting Concept Drift in Data Streams Using Metadata Clustering. 1-8 - Tianyu Liu, Yongzhi Ying, Yanyan Xu, Dengfeng Ke, Kaile Su
Fine-Grained Air Quality Prediction using Attention Based Neural Network. 1-6 - Helder M. Arruda
Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning. 1-6 - Mohammad Hossein Amirhosseini, Hassan B. Kazemian, Karim Ouazzane, Chris Chandler:
Natural Language Processing approach to NLP Meta model automation. 1-8 - Ntombikayise Banda, Andries P. Engelbrecht:
Multimodal Emotion Recognition using Deep Continuous Conditional Recurrent Neural Fields. 408-413 - Ori Cohen, Rafael Malach, Moshe Koppel, Doron Friedman:
Brain-Voyant: A General Purpose Machine-Learning Tool for Real-Time fMRI Whole-Brain Pattern Classification. 1-8 - Yifei Lu, Yanghui Rao, Jun Yang, Jian Yin:
Incorporating Lexicons into LSTM for Sentiment Classification. 1-7 - Lisa Medrouk, Anna Pappa
Do Deep Networks Really Need Complex Modules for Multilingual Sentiment Polarity Detection and Domain Classification? 1-6 - Keeley A. Crockett, Sean Goltz, Matt Garratt:
GDPR Impact on Computational Intelligence Research. 1-7 - Xiaojing Chang, Yan Yang, Hongiun Wang:
Multi-view Construction for Clustering Based on Feature set Partitioning. 1-8 - Jiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh:
Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural Networks. 1-8 - Joohee Suh, Dean Frederick Hougen
The Context-Aware Learning Model: neuro-experience-powered Logistic Regression Backpropagation (CALM-nepLRB). 1-8 - Alexander New
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models. 1-8 - Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu:
Scalable NoC-based Neuromorphic Hardware Learning and Inference. 1-8 - Heitor S. Carvalho, Farzin Shams, Rafael Ferrari
Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple Removal. 1-8 - James D. O'Shea, Keeley A. Crockett, Wasiq Khan
A hybrid model combining neural networks and decision tree for comprehension detection. 1-7 - Christopher Frederickson, Robi Polikar:
Resampling Techniques for Learning Under Extreme Verification Latency with Class Imbalance. 1-8 - Dong Li, Dongbin Zhao, Yaran Chen, Qichao Zhang:
DeepSign: Deep Learning based Traffic Sign Recognition. 1-6 - Changliang Li, Yixin Su
Text-To-Text Generative Adversarial Networks. 1-7 - Prayag Gowgi, Amrutha Machireddy, Shayan Srinivasa Garani:
Priority-based Soft Vector Quantization Feature Maps. 1-10 - Benjamin Donnot, Isabelle Guyon, Marc Schoenauer
Anticipating contingengies in power grids using fast neural net screening. 1-8 - Esteban Reyes
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. 1-8 - William Severa, Rich Lehoucq, Ojas Parekh, James B. Aimone
Spiking Neural Algorithms for Markov Process Random Walk. 1-8 - Rayson Laroca
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. 1-10 - Nils Worzyk, Oliver Kramer:
Adversarials -1: Defending by Attacking. 1-8 - Heng She, Bin Wu, Bai Wang, Renjun Chi:
Distant Supervision for Relation Extraction with Hierarchical Attention and Entity Descriptions. 1-8 - Carlos A. S. da Silva, Renato A. Krohling:
Semi-Supervised Online Elastic Extreme Learning Machine for Data Classification. 1-8 - Lin Cui, Caiyin Wang, Jia Wu
Individual Interest and Trust Driving Collective Intelligence Awareness for Social Recommendation. 1-6 - Lucien Koefoed, Elisa Capecci, Nikola K. Kasabov
Analysis of Gene Expression Time Series Data of Ebola Vaccine response using the NeuCube and Temporal Feature Selection. 1-7 - Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha:
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. 1-8 - Jian Gao, Hamidou Tembine
Distributionally Robust Games: Wasserstein Metric. 1-8 - Daniel Kottke, Adrian Calma, Denis Huseljic, Christoph Sandrock, George Kachergis, Bernhard Sick
The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning. 1-8 - Evair Severo, Rayson Laroca
A Benchmark for Iris Location and a Deep Learning Detector Evaluation. 1-7 - Mehdi Katranji, Guilhem Sanmarty, Laurent Moalic, Sami Kraiem, Alexandre Caminada, Fouad Hadj-Selem
RNN Encoder-Decoder for the inference of regular human mobility patterns. 1-9 - Marco Severini, Ornella Pisacane
Collaborative Energy Management in Micro-Grid environments through multi-objective optimization. 1-8 - Boqing Zhu, Changjian Wang, Feng Liu, Jin Lei, Zhen Huang, Yuxing Peng, Fei Li:
Learning Environmental Sounds with Multi-scale Convolutional Neural Network. 1-8 - Narayani Bhatia
Efficient Low-Power Material Analysis using Neuromorphic Hardware: A spectral case study. 1-7 - Yi Li, Yanlong Wen, Peng Nie, Xiaojie Yuan:
Temporal Link Prediction Using Cluster and Temporal Information Based Motif Feature. 1-8 - Vinícius Veloso de Melo, Ana Carolina Lorena:
Using Complexity Measures to Evolve Synthetic Classification Datasets. 1-8 - Alberto Albuquerque, Tiago Amador, Renato Ferreira, Adriano Veloso, Nivio Ziviani:
Learning to Rank with Deep Autoencoder Features. 1-8 - Jonas Prellberg, Oliver Kramer:
Multi-label Classification of Surgical Tools with Convolutional Neural Networks. 1-8 - Gonzalo Rios, Felipe A. Tobar:
Learning non-Gaussian Time Series using the Box-Cox Gaussian Process. 1-8 - Edward Collier, Robert DiBiano
CactusNets: Layer Applicability as a Metric for Transfer Learning. 1-8 - Yawen Cui, Bo Zhang, Wenjing Yang, Xiaodong Yi, Yuhua Tang:
Deep CNN-based Visual Target Tracking System Relying on Monocular Image Sensing. 1-8 - Chase J. Gaudet, Anthony S. Maida:
Deep Quaternion Networks. 1-8 - Hirak Jyoti Kashyap, Georgios Detorakis, Nikil D. Dutt
A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. 1-8 - Leonardo Amado, Ramon Fraga Pereira, João Paulo Aires, Mauricio Cecilio Magnaguagno, Roger Granada, Felipe Meneguzzi
Goal Recognition in Latent Space. 1-8 - Daniel Salles Chevitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny:
Efficient Classification of Seismic Textures. 1-8 - Thiago Bell Felix de Oliveira, Ana L. C. Bazzan, Bruno C. da Silva, Ricardo Grunitzki:
Comparing Multi-Armed Bandit Algorithms and Q-learning for Multiagent Action Selection: a Case Study in Route Choice. 1-8 - Alvaro Henrique Chaim Correia
A Fully Attention-Based Information Retriever. 1-8 - Ryan Burt, José C. Príncipe:
Top-down Gamma Saliency - Learning to Search for Objects in Complex Scenes. 1-4 - Hussain Mohammed Dipu Kabir
Weighted Autocorrelation based Prediction Interval Optimization for Wind Power Generation. 1-6 - Sheikh Jubair, Luis Rueda, Alioune Ngom:
Identifying suutype specific network-Uiomarkers of breast cancer survivauility. 1-9 - Diego Silveira Costa Nascimento
Investigating the Impact of Diversity in Ensembles of Multi-label Classifiers. 1-8 - Victor H. Barella, Luís Paulo F. Garcia, Marcilio C. P. de Souto, Ana Carolina Lorena, André C. P. L. F. de Carvalho
Data Complexity Measures for Imbalanced Classification Tasks. 1-8 - Hieda Adriana Nascimento Silva, Antonello Rosato, Rosa Altilio, Massimo Panella
Water Quality Prediction Based on Wavelet Neural Networks and Remote Sensing. 1-6 - Pavel Zhdanov, Adil Khan, Adín Ramírez Rivera
Improving Human Action Recognition through Hierarchical Neural Network Classifiers. 1-7 - Theodoros Georgiou, Sebastian Schmitt, Markus Olhofer, Yu Liu, Thomas Bäck
Learning Fluid Flows. 1-8 - Penghui Wei, Wenji Mao, Daniel Zeng:
A Target-Guided Neural Memory Model for Stance Detection in Twitter. 1-8 - Johannes C. Thiele, Olivier Bichler, Antoine Dupret:
A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor Data. 1-8 - Ilay Cordonsky, Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David:
DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families. 1-7 - Soichiro Oura, Tetsu Matsukawa
Multimodal Deep Neural Network with Image Sequence Features for Video Captioning. 1-7 - Júlio César da Silva Soares
Methodology Based on Texture, Color and Shape Features For Traffic Light Detection and Recognition. 1-7 - Faicel Chamroukhi
Regularized Maximum-Likelihood Estimation of Mixture-of-Experts for Regression and Clustering. 1-8 - Mukesh Prasad
Multi-view Vehicle Detection based on Part Model with Active Learning. 1-6 - Isaac Sacramento, Mauro Roisenberg, Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Bruno Barbosa Rodrigues:
Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance Images. 1-8 - Hananel Hazan
Unsupervised Learning with Self-Organizing Spiking Neural Networks. 1-6 - Tung Nguyen
Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation Control. 1-8 - Pedro H. M. Braga, Hansenclever de F. Bassani
A Semi-Supervised Self-Organizing Map for Clustering and Classification. 1-8 - Qing Wu, Yuanfeng Shen, Zheping Ma, Jin Fan, Ruiquan Ge
iBQPSO: an Improved BQPSO Algorithm for Feature Selection. 1-8 - Filipe T. Ferreira, Patrick Sousa, Adrian Galdran
End-to-End Supervised Lung Lobe Segmentation. 1-8 - Suresh Kirthi Kumaraswamy, P. S. Sastry, K. R. Ramakrishnan:
Multi-source Subnetwork-level Transfer in CNNs Using Filter-Trees. 1-8 - Diogo M. Almeida, Paulo S. G. de Mattos Neto
Hybrid Time Series Forecasting Models Applied to Automotive On-Board Diagnostics Systems. 1-8 - Jhoseph Jesus
Dynamic Feature Selection Based on Pareto Front Optimization. 1-8 - Ningyu He, Jie Zhu, Lianqiang Li:
An optic-fiber fence intrusion recognition system using the optimized curve fitting model based on the SVM method. 1-6 - Vanika Singhal, Angshul Majumdar:
Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. 1-7 - Linchuan Xu
On Learning Community-specific Similarity Metrics for Cold-start Link Prediction. 1-8 - Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma
STDP Learning of Image Patches with Convolutional Spiking Neural Networks. 1-7 - Seid Miad Zandavi
Augmented Reality for Remote Laboratory Improving Educational Learning: Using Elevated Particle Swarm Optimization in Object Tracking Scheme. 1-6 - Jaime Dávila, Joanna Morris:
From Orthography to Semantics: a Study of Morphological Processing through Deep Learning Neural Networks. 1-7 - Daniel Luis Cosmo, Thaís Pedruzzi do Nascimento, Evandro Ottoni Teatini Salles
Improving Super-Resolution Reconstruction with Regularized Extreme Learning Machine Networks. 1-8 - Julia de Mello Assis, Adriano C. M. Pereira
Designing Financial Strategies based on Artificial Neural Networks Ensembles for Stock Markets. 1-8 - Marcia Pasin, Amal El Fallah Seghrouchni, Assia Belbachir
Computational Intelligence and Adaptation in VANETs: Current Research and New Perspectives. 1-7 - Felipe Grando, Luís C. Lamb
Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning Model. 1-8 - Junjie Fan, Ognjen Arandjelovic
Employing Domain Specific Discriminative Information to Address Inherent Limitations of the LBP Descriptor in Face Recognition. 1-7 - Luis Felipe Borja-Borja, Marcelo Saval-Calvo
A Short Review of Deep Learning Methods for Understanding Group and Crowd Activities. 1-8 - Yania Molina Souto, Fábio Porto, Ana Maria de Carvalho Moura, Eduardo Bezerra
A Spatiotemporal Ensemble Approach to Rainfall Forecasting. 1-8 - Aaron R. Young, Mark E. Dean, James S. Plank, Garrett S. Rose
Neuromorphic Array Communications Controller to Support Large-Scale Neural Networks. 1-8 - Dianhui Wang, Ming Li:
Deep Stochastic Configuration Networks with Universal Approximation Property. 1-8 - Kelwin Fernandes, Ricardo P. M. Cruz
Deep Image Segmentation by Quality Inference. 1-8 - Eraylson G. Silva, Domingos S. de O. Junior, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
Improving the accuracy of intelligent forecasting models using the Perturbation Theory. 1-7 - Linfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Ranking-Embedded Transfer Canonical Correlation Analysis for Person Re-Identification. 1-8 - Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
A Binary PSO Approach for Real Time Optimal Balancing of Electrochemical Cells. 1-8 - Jérémie Cabessa
Automata Computation with Hodgkin-Huxley Based Neural Networks Composed of Synfire Rings. 1-8 - Luciano D. S. Pacífico
Plant Classification Using Artificial Neural Networks. 1-6 - Dmitry Kangin, Nicolas Pugeault:
Continuous Control With a Combination of Supervised and Reinforcement Learning. 1-8 - Pablo A. Henríquez
Twitter Sentiment Classification Based on Deep Random Vector Functional Link. 1-6 - Paulo J. Varela, Michel Albonico
A Computational Approach for Authorship Attribution on Multiple Languages. 1-8 - Adriel S. Araújo, Aura Conci, Maira B. H. Moran, Roger Resmini:
Comparing the Use of Sum and Difference Histograms and Gray Levels Occurrence Matrix for Texture Descriptors. 1-8 - Chandranath Adak
Cognitive Analysis for Reading and Writing of Bengali Conjuncts. 1-7 - Gabriel A. de Oliveira, Michel Pompeu Tcheou
Artificial Neural Networks For Dictionary Selection in Adaptive Greedy Decomposition Algorithms With Reduced Complexity. 1-8 - Karthik Seemakurthy, Jayavardhana Gubbi, Shailesh S. Deshpande, Balamuralidhar Purushothaman, Angshul Majumdar:
Multi-spectral missing label prediction via restoration using deep residual dictionary learning. 1-8 - Lavneet Singh, Nancy Kaur, Girija Chetty
Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. 1-8 - Luciano D. S. Pacífico
Hybrid K-Means and Improved Group Search optimization Methods for Data Clustering. 1-8 - Matthias Kerzel, Hadi Beik-Mohammadi, Mohammad-Ali Zamani, Stefan Wermter
Accelerating Deep Continuous Reinforcement Learning through Task Simplification. 1-6 - SuNing Shang, Huaimin Wang, Pengfei Zhang, Bo Ding:
Unsupervised Learning of Depth and Pose Estimation based on Continuous Frame Window. 1-8 - Marcos Eduardo Valle
Quaternionic Recurrent Correlation Neural Networks. 1-8 - Yi Wang
EmotioNet: A 3-D Convolutional Neural Network for EEG-based Emotion Recognition. 1-7 - Filippo Maria Bianchi, Lorenzo Livi, Alberto Ferrante
Time Series Kernel Similarities for Predicting Paroxysmal Atrial Fibrillation from ECGs. 1-8 - Sara Ross-Howe, Hamid R. Tizhoosh:
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation. 1-8 - Silas S. Fernandes, Mariana R. Makiuchi, Marcus Vinicius Lamar, Jacir Luiz Bordim:
An Adaptive Recurrent Neural Network Model Dedicated to Opportunistic Communication in Wireless Networks. 1-8 - Kohei Oyama, Akira Hirose:
Performance of entire-spectrum-processing complex-valued neural-network filter to generate digital elevation model in interferometric radar. 1-7 - Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich
Document Image Retrieval Using Deep Features. 1-8 - Takashi Nakamura, Yousef D. Alqurashi
Automatic detection of drowsiness using in-ear EEG. 1-6 - Leonardo Enzo Brito da Silva
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. 1-8 - Samya Bagchi, Mark D. McDonnell
A model of neurobiologically plausible least-squares learning in visual cortex. 1-8 - Doreen Jirak, Stefan Wermter
Sparse Autoencoders for Posture Recognition. 1-10 - Sherif M. Abdelfattah, Ghodai M. Abdelrahman, Min Wang
Augmenting The Size of EEG datasets Using Generative Adversarial Networks. 1-6 - Nikesh Lama
Spike Train Synchrony Analysis of Neuronal Cultures. 1-8 - Lusi Li
EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning. 1-8 - Arijit Ukil, Ishan Sahu
AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier. 1-8 - Jianhui Zhao, Xinyu Newman Zhang, Hongbo Gao, Mo Zhou, Chuanqi Tan, Chong Xue:
DHA: Lidar and Vision data Fusion-based On Road Object Classifier. 1-7 - Damiem Rolon-Merette, Thadde Rolon-Merette, Sylvain Chartier:
Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative Memory. 1-8 - Zhiyuan Shi, Min Xu
LSTM-based Flight Trajectory Prediction. 1-8 - Rasitha Fernando
Low Power Memristor Crossbar Based Winner Takes All Circuit. 1-6 - Jhonattan Bulla, Alvaro D. Orjuela-Cañón, Oscar D. Florez:
Feature extraction analysis using filter banks for faults classification in induction motors. 1-6 - Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin:
K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. 1-8 - Rakesh Katuwal, Ponnuthurai N. Suganthan:
Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces. 1-8 - Isaac J. Sledge, José C. Príncipe:
Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes. 1-10 - Rohitash Chandra
Multi-Task Modular Backpropagation For Dynamic Time Series Prediction. 1-7 - Yonghong Huang, Shih-Han Wang:
Adversarial Manipulation of Reinforcement Learning Policies in Autonomous Agents. 1-8 - Wei Yang, Wei Wang, Yang Gao, Zhanpeng Jin:
A Comparative Study of Object Tracking using CNN and SDAE. 1-6 - Yande Li
Hand Gesture Recognition and Real-time Game Control Based on A Wearable Band with 6-axis Sensors. 1-6 - Kazuma Sasaki, Tetsuya Ogata
End-to-End Visuomotor Learning of Drawing Sequences using Recurrent Neural Networks. 1-2 - Kentaro Takeda
A novel hardware-efficient spiking neuron model based on asynchronous cellular automaton dynamics exhibiting various nonlinear response curves. 1-8 - Yaroslav Koshka, Mark A. Novotny:
2000 Qubit D-Wave Quantum Computer Replacing MCMC for RBM Image Reconstruction and Classification. 1-8 - Alfonso B. Labao
AC2: A Policy Gradient Actor with Primary and Secondary Critics. 1-8 - Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
EEG Pattern Recognition using Brain-Inspired Spiking Neural Networks for Modelling Human Decision Processes. 1-7 - Enrico De Santis
Evolutionary Optimization of an Affine Model for Vulnerability Characterization in Smart Grids. 1-8 - Thiago Henrique Freire de Oliveira, Adrião Duarte Dória Neto, Jorge Dantas de Melo:
Q-Learning with Dynamic Rewards Table Applied to the SONET/SDH Ring Problem. 1-6 - Junpei Zhong
AFA-PredNet: The Action Modulation Within Predictive Coding. 1-8 - Norberto Eiji Nawa, Daniel E. Callan
Decoding music-induced experienced emotions using functional magnetic resonance imaging - Preliminary results. 1-7 - Shuhui Zhang, Min Han, Meiling Xu:
Chaotic Time Series Online Prediction Based on Improved Kernel Adaptive Filter. 1-6 - Qing Wu, Xingfei Li, Quan Do, Jin Fan, Ruiquan Ge
CTF-PSF: Coupled Tensor Factorization with Partially Shared Factors. 1-8 - Addisson Salazar
Semi-Supervised Learning For Imbalanced Classification Of Credit Card Transaction. 1-7 - Helen Jiahe Zhao, Jiamou Liu:
Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering. 1-8 - Jean Benoit Héroux, Hidetoshi Numata, Naoki Kanazawa, Daiju Nakano:
Optoelectronic Reservoir Computing with VCSEL. 1-6 - Jérémie Sublime
Optimizing exchange confidence during collaborative clustering. 1-8 - Chathura Wanigasekara
Improved Learning from Small Data Sets Through Effective Combination of Machine Learning Tools with VSG Techniques. 1-6 - João Paulo Aires, Carlos Padilha, Christian Quevedo, Felipe Meneguzzi
A Deep Learning Approach to Classify Aspect-Level Sentiment using Small Datasets. 1-8 - Adam J. Wootton, Charles R. Day, Peter W. Haycock:
Fault Detection in Steel-Reinforced Concrete Using Echo State Networks. 1-8 - Daniele Zambon
Anomaly and Change Detection in Graph Streams through Constant-Curvature Manifold Embeddings. 1-7 - Andrii Fedorenko, Aliaksandr Adamenko, Erich Schikuta:
N2Sky - A Neural Network Problem Solving Environment Fostering Virtual Resources. 1-8 - Alberto Marchisio
PruNet: Class-Blind Pruning Method For Deep Neural Networks. 1-8 - Meng Li, Bin Wu
Anomaly User Detection via Comprehensive Keystroke Features Optimization. 1-7 - Chaofeng Lv, Tengfei Zhang, Fumin Ma, Dong Yue:
A Very Short-Term Online Forecasting Model for Photovoltaic Power based on Two-Stage Resource Allocation Network. 1-6 - Kaixuan Chen
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. 1-8 - Everton B. Lacerda, Carlos A. B. Mello
A Pitch Extraction System Based on Laryngeal Mechanisms Classification. 1-6 - Yo Horikawa, Ken'ichi Fujimoto, Haruna Matsushita:
Hopf-Hopf Bifurcation and Chaos in A Ring Neural Oscillator due to A Single Shortcut. 1-8 - Yunfeng Xu, Hua Xu, Longxia Zhu, Hanyong Hao, Junhui Deng, Xiaomin Sun, Xiaoli Bai:
Topic Discovery for Streaming Short Texts with CTM. 1-7 - Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols:
Adaptive Window Strategy for Topic Modeling in Document Streams. 1-7 - James Brownlow, Charles Chu, Guandong Xu, Ben Culbert, Bin Fu, Qinxue Meng:
A Multiple Source based Transfer Learning Framework for Marketing Campaigns. 1-8 - Xiangnan Zhong, Zhen Ni:
Data-Driven Reinforcement Learning Design for Multi-agent Systems with Unknown Disturbances. 1-8 - Julio Henrique Lopes de Almeida, L. A. R. Lopes, M. A. B. Silva, Jorge Luís Machado do Amaral
Convolutional Neural Networks applied in the monitoring of metallic parts. 1-8 - Rishabh Singh
Correntropy Based Hierarchical Linear Dynamical System For Speech Recognition. 1-7 - Samira Boulbazine, Guénaël Cabanes, Basarab Matei
Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. 1-8 - Rafael Saraiva Campos
Person Identification based on Smartphones Inertial Sensors. 1-7 - Denys Silveira, André Luiz da Costa Carvalho, Marco Cristo, Marie-Francine Moens:
Topic Modeling using Variational Auto-Encoders with Gumbel-Softmax and Logistic-Normal Mixture Distributions. 1-8 - Yue Gui, Zhi Xu:
Training Recurrent Neural Network on Distributed Representation Space for Session-based Recommendation. 1-6 - Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak:
Gaussian Processes with Context-Supported Priors for Active Object Localization. 1-10
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-10-31 20:02 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: