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15th ICMLC 2023: Zhuhai, China
- Proceedings of the 15th International Conference on Machine Learning and Computing, ICMLC 2023, Zhuhai, China, February 17-20, 2023. ACM 2023, ISBN 978-1-4503-9841-1
Computer Model and Algorithm Design
- Bo Cao
:
Simulation Analysis of Binary Antenna Radiation Field Mathematical Model of Instrument Landing System. 1-4 - Changzhou Long
Quantum Algorithm for Regularized Spectral Clustering. 5-11 - Huaxing Tan
Parallel Simulation of Lid-Driven Flow with Internal Square Obstacle. 12-18 - Xianlong Ma
Multi-missile Path Planning algorithm based on Reinforcement Learning. 19-24 - Beibei Li
Maximizing Network Reliability in Large Scale Infrastructure Networks: A Heat Conduction Model Perspective. 25-32 - Kexin Zhao
A Pipeline and a Graph-Based Model for Paragraph Extraction: Take the Insurance Document as an Example. 33-39 - Xinyi Huang
Binocular attention-based stacked BiLSTM NER model for Supply chain management event knowledge graph construction. 40-46 - Qun Niu
An Improved Bare Bone Multi-Objective Particle Swarm Optimization Algorithm for Solving Stochastic Wind-Solar-Small Hydro Power Dispatch Problems. 47-53 - Najmeh Fayyazifar
ZeroLess-DARTS: Improved Differentiable Architecture Search with Refined Search Operation and Early Stopping. 54-60
Machine Learning Algorithm and Calculation
- Haojia Xie
Distant supervision relation extraction of combination bag with hierarchical attention. 61-67 - Xiaoman Liu
Multi-factor Quantitative Investment Tactic Design Based on Support Vector Machine. 68-75 - Francesco Malandrino
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning. 76-79 - Wenyan Hu
Nested Named Entity Recognition based on Star-Transformer and BiLSTM. 80-85 - Muluken Regas Eressa
Stochastic Compositional Kernel Estimation for Gaussian Process Models. 86-91 - Chengdong Ni
Baileys: An Efficient Distributed Machine Learning Framework by Dynamic Grouping. 92-96 - Runze Du
Ensemble Two Stage Machine Learning for Network Abnormal Detection. 97-102
Deep Learning Theory and Application
- Dujia Yang
QoE-Aware Adaptive Bitrate Algorithm Based on Subepisodic Deep Reinforcement Learning for DASH. 103-108 - Hong-Hoe Kim
Transfer Learning Model for Target Segment Generation on Sequential Behavior and Advertisement Interaction History. 109-115 - Zhe Zhang
M2DQN: A Robust Method for Accelerating Deep Q-learning Network. 116-120 - Abdelfatah Hassan Ahmed
Highly Imbalanced Baggage Threat Classification. 121-126 - Yun Pang
A Review of Face Attribute Editing Based on Deep Learning. 127-133 - Crystal Contreras
Multiclass Classification of Software Vulnerabilities with Deep Learning. 134-140
Modern Neural Network and System Analysis
- Tomasz Palczewski
Session-aware Graph Neural Network-based Recommendations for Custom Advertisement Segment Generation. 141-145 - Xifu Qian
DSIRBS : A Layer-wise Balanced DNN Weight Pruning Method. 146-151 - Xi Chen
Pair-wise selective classification with dynamic sampling for shipment importer prediction. 152-157 - Pubudu Ekanayake
AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture. 158-164 - Chunkit Chan
Discourse-Aware Prompt for Argument Impact Classification. 165-171 - Zimo Ma
CHESS: Joint Energy and Makespan Optimization for Dynamic CNN Task Scheduling on the Heterogeneous System. 172-176 - Xun Zhou
A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search. 177-182 - Yanxi Liu
Hyperbolic distance guided multi-positive graph contrastive learning. 183-191 - Zhengyu Chen
Invariant Graph Neural Network for Out-of-Distribution Nodes. 192-196
Data Structure Analysis and Management
- Mariam Elnour
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study. 197-204 - Yang Tan
Practice of FATE: Performance Improving Techniques. 205-210 - Claire Verdier
Weighted Cross-Entropy to tackle Overlapping in Fraud Detection. 211-216 - Yi-Ming Ma
Problems and Countermeasures Facing Accounting Informatization in the Era of Big Data. 217-220 - Frank Lawrence Nii Adoquaye Acquaye
Hypernym Information and Sentiment Bias Probing in Distributed Data Representation. 221-226 - Yuan Wang
Multimodal Language Data and Platform Construction for LCTLs Teaching. 227-232 - Yuanyan Chen
Analyzing Weibo Data with Word2Vec and BiLSTM to Encourage Personal Income Tax Compliance in China. 233-238 - Mehari Yohannes Hailemariam
Self-Attention-based Data Augmentation Method for Text Classification. 239-244
Image Recognition and Counting
- Yuqin Chen
Research on Airport Bird Recognition Based on the Convolution Neural Network. 245-251 - Koen Vellenga
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. 252-258 - Muhammad Waleed Aslam
Gym Exercises Monitoring with Smart Gloves: Exercise Recognition, Repetition Counting, and Imbalance Quantification. 259-266 - Yoshiyuki Usami
Integrated Artificial Intelligence for Making Digital Human. 267-273 - Yuxi Sun
Multi-semantic Representation with Transformer Network for Video Classification. 274-278 - Christoph Linse
Large Neural Networks Learning from Scratch with Very Few Data and without Explicit Regularization. 279-283
Image Detection Algorithm and Application
- Jihao Cao
WPCA: Wavelet Packets with Channel Attention for Detecting Face Manipulation. 284-289 - Guosheng Xu
Using A CNN to Solve the Problem of Asphalt Pavement Crack Detection. 290-297 - Yutong Chen
Airport Target Detection Based on Yolov5 for Bird-Repellent System. 298-303 - Jun Li
Airport Surface Targets Detection Based on YOLO v3. 304-308 - Meriem Mejhed Mkhinini
Image and Signal processing to detect violent content in social media videos. 309-315 - Guoding Xiong
A Robust Framework Based on Mutual Information and Contrastive Learning for Multimodal Violence Detection in Videos. 316-320 - Mark Phil Banaybanay Pacot
Towards Objects Detection Using Convolutional Neural Network from Unmanned Aerial Vehicle Imagery. 321-327
Image Model and Imaging System
- Limei Peng
Low-Dose Sinogram Restoration in SPECT Imaging Based on Conditional Generative Adversarial Network and LSTM. 328-334 - Guochao Gao
Custom attribute image generation based on improved StyleGAN2. 335-340 - Zengguo Liang
TC-GAN: A Transformer-based Conditional Generative Adversarial Network for Low-Dose SPECT Image Reconstruction. 341-347 - Yulong Zhuang
Super-Resolution Infrared Imaging via Degraded Information Distillation Network. 348-353 - Hongbo Chu
Generative and contrastive based self-supervised learning model for histopathology image analysis. 354-360
Smart Image Analysis and Processing Method
- Xinglin Shen
Hardware Implementation of PHD Filter for Image Target Tracking. 361-367 - Bowen Zhu
Deep Attributed Graph Clustering with Graph Attention Network. 368-372 - Yingdi Zhang
Accurate Segmentation of Lumbar Spine Magnetic Resonance Imaging by Deep Neural Network with Size-Adaptive Loss. 373-378 - Yao Wen
Research on Fine-grained Classification of Scene Images Fused with Multimodality. 379-385 - Yongkang Huo
Boosting Few-Shot Image Classification with Feature Map Reconstruction Network via Statistical Information. 386-392 - Zhiliang Yang
Soybean Leaf Segmentation and Area Estimation Based on Extreme Points. 393-398 - Jiahui Wu
A Self-attention Feature Metric Learning Method for Remote Sensing Image Retrieval. 399-405 - Shuo Qu
Optical Remote Sensing Image Defogging Algorithm based on Different Wavelength. 406-411 - Ke Liu
A Hybrid Reinforcement Learning and Genetic Algorithm for VLSI Floorplanning. 412-418 - Taizhe Tan
Single Image De-Rain Algorithm Based on Multi-Scale Attention Residual Structure. 419-426 - Jing Qian
Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification. 427-432 - Xiulei Tan
Temporal Difference Enhancement for High-Resolution Video Frame Interpolation. 433-437
Network Abnormal Detection and Information Security Protection
- Pengyu Xuan
Preserving model privacy for Federated Reinforcement Learning in Complementary Environments. 438-443 - Abulfaz Hajizada
Feature Selections for Phishing URLs Detection Using Combination of Multiple Feature Selection Methods. 444-450 - Zhiqi Hu
A Hybrid Binary Neural Tree For Malicious URL Detection. 451-456 - Qi Li
Anomaly Detection of IoT traffic Based on LSTM and Attention Mechanism. 457-463 - Zhiwei Li
Research of the Automatic Testing Software on Boundary-scan Test. 464-468 - Jingpei Chen
Research on Multi-level Location Privacy Protection for Mobile Crowd Sensing based on Blockchain. 469-475
Advanced Information Theory and System
- Wenping Liu
Simulation Analysis of Near-field Effect on Heading Beacon Performance. 476-480 - Akinori Ito
Confidence-based Utterance Selection for a Recognizer-free Spoken Dialogue System. 481-484 - Hongsheng Zhu
A Quantum Classifier Based on Tree Structure. 485-491 - Chenjing Zhao
Interpretable Reinforcement Learning of Behavior Trees. 492-499 - Zhongqi Song
Optimization of energy storage participation in peak load shifting operation based on improved MOPSO. 500-506 - Marlon Aves Diloy
MakeApp: A Makeup Filter Application using Augmented Reality. 507-512 - Dong Liu
The Control System of Modular rolling mill in high-speed bar production line. 513-521 - Ziqi Xu
SATE: A Self-Attention Based Text Topic Extraction Mechanism for Customer Service Dialog System. 522-527 - Xinyu Wang
A Multi-Candidate Batch Mode Active Learning Approach. 528-533 - Wei Hu
Contrastive Learning of Graph-Kernel-based Representations for Proteins. 534-538 - Zhuli Fang
A General Object Size Attention Mechanism. 539-543
Forecast Models and Algorithms
- Liqiang Zhao
A Disk Failure Prediction Algorithm Based on Fusion Model. 544-550 - Wenping Liu
Control Weighting Parameter Setting of GPC-based Artificial Pancreas for Child Patients with Type 1 Diabetes. 551-556 - Hang Jiang
Long-term Forecasting of Risk Indicators for Chinese Financial Derivatives Market Based on Seasonal-trend Decomposition and Sub-components Modeling. 557-561 - Kai Yang
Long-Term Traffic Flow Prediction Based on DiGCN-based Multi-head Spatiotemporal Attention Convolutional Network. 562-567 - Kailian Gao
Industrial Production Index Forecast based on EMD-TCN. 568-575 - Jun Chen
Study on Rainfall Runoff Prediction of Basin Based on Digital Twin. 576-583 - Hongbin Sun
Enhanced Feature Importance Learning for the Click-Through Rate Prediction. 584-588 - Jie He
A CNN-Relstm model based on a hybrid architecture of unidirectional and bidirectional LSTM for predicting stock prices. 589-596 - Haonan Xu
Fusing Multi-Granularity Data for Stock Trend Prediction with Contrastive Pre-training. 597-601 - Santipong Thaiprayoon
A Lightweight Keyword Extraction Algorithm Using a Term Weighting Scheme with Word Features. 602-606
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