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ORCID15th 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, Yasunori Futamura, Xiucai Ye, Tetsuya Sakurai:
Quantum Algorithm for Regularized Spectral Clustering. 5-11 - Huaxing Tan, Lianglun Cheng, Zhuowei Wang:
Parallel Simulation of Lid-Driven Flow with Internal Square Obstacle. 12-18 - Xianlong Ma, Wei Yin, Zhiqiang Gao, Weijun Hu:
Multi-missile Path Planning algorithm based on Reinforcement Learning. 19-24 - Beibei Li, Wei Hu, Yiwei Li:
Maximizing Network Reliability in Large Scale Infrastructure Networks: A Heat Conduction Model Perspective. 25-32 - Kexin Zhao, Ying Liu, Wei Zhu, Feng Lu, Liming Zhang:
A Pipeline and a Graph-Based Model for Paragraph Extraction: Take the Insurance Document as an Example. 33-39 - Xinyi Huang, Lianglun Cheng, Jianfeng Deng, Tao Wang:
Binocular attention-based stacked BiLSTM NER model for Supply chain management event knowledge graph construction. 40-46 - Qun Niu, Lipeng Tang, Zhile Yang:
An Improved Bare Bone Multi-Objective Particle Swarm Optimization Algorithm for Solving Stochastic Wind-Solar-Small Hydro Power Dispatch Problems. 47-53 - Najmeh Fayyazifar, Selam T. Ahderom, Najmeh Samadiani, Andrew Maiorana, Girish Dwivedi:
ZeroLess-DARTS: Improved Differentiable Architecture Search with Refined Search Operation and Early Stopping. 54-60
Machine Learning Algorithm and Calculation
- Haojia Xie, Lianglun Cheng, Jianfeng Deng, Chong Chen, Tao Wang:
Distant supervision relation extraction of combination bag with hierarchical attention. 61-67 - Xiaoman Liu, Shaohua Teng:
Multi-factor Quantitative Investment Tactic Design Based on Support Vector Machine. 68-75 - Francesco Malandrino, Carla-Fabiana Chiasserini:
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning. 76-79 - Wenyan Hu, Pengfei Duan, Aoxing Wang, Xiaoying Chen:
Nested Named Entity Recognition based on Star-Transformer and BiLSTM. 80-85 - Muluken Regas Eressa, Hakim Badis, Rami Langar, Dorian Grosso:
Stochastic Compositional Kernel Estimation for Gaussian Process Models. 86-91 - Chengdong Ni, Haizhou Du:
Baileys: An Efficient Distributed Machine Learning Framework by Dynamic Grouping. 92-96 - Runze Du, Runzhi Li, Zijiao Zhang:
Ensemble Two Stage Machine Learning for Network Abnormal Detection. 97-102
Deep Learning Theory and Application
- Dujia Yang, Changjian Song, Jian Wang, Rangang Zhu, Jun-An Yang:
QoE-Aware Adaptive Bitrate Algorithm Based on Subepisodic Deep Reinforcement Learning for DASH. 103-108 - Hong-Hoe Kim, Tomasz Palczewski, Yingnan Zhu, Xiangyuan Zhao:
Transfer Learning Model for Target Segment Generation on Sequential Behavior and Advertisement Interaction History. 109-115 - Zhe Zhang, Yukun Zou, Junjie Lai, Qing Xu:
M2DQN: A Robust Method for Accelerating Deep Q-learning Network. 116-120 - Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Highly Imbalanced Baggage Threat Classification. 121-126 - Yun Pang, Zhenping Qiang, Shiqi Su, Qingyang Chen, Hong Lin:
A Review of Face Attribute Editing Based on Deep Learning. 127-133 - Crystal Contreras, Hristina Dokic, Zhen Huang, Daniela Stan Raicu, Jacob Furst, Roselyne Tchoua:
Multiclass Classification of Software Vulnerabilities with Deep Learning. 134-140
Modern Neural Network and System Analysis
- Tomasz Palczewski, Anirudh Rao:
Session-aware Graph Neural Network-based Recommendations for Custom Advertisement Segment Generation. 141-145 - Xifu Qian, Jingfei Jiang, Jinwei Xu, Caili Gao, Qisheng Xu:
DSIRBS : A Layer-wise Balanced DNN Weight Pruning Method. 146-151 - Xi Chen, Daniel Stanley Tan, Prakash Gupta, Stefano Bromuri:
Pair-wise selective classification with dynamic sampling for shipment importer prediction. 152-157 - Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena:
AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture. 158-164 - Chunkit Chan, Tsz Ho Chan:
Discourse-Aware Prompt for Argument Impact Classification. 165-171 - Zimo Ma, Yifeng Li, Di Liu, Ziheng Zhang, Kuangyu Zheng:
CHESS: Joint Energy and Makespan Optimization for Dynamic CNN Task Scheduling on the Heterogeneous System. 172-176 - Xun Zhou, Songbai Liu, Ka-Chun Wong, Qiuzhen Lin, Kay Chen Tan:
A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search. 177-182 - Yanxi Liu, Bo Lang:
Hyperbolic distance guided multi-positive graph contrastive learning. 183-191 - Zhengyu Chen, Yishu Gong, Liangliang Yang, Jianyu Zhang, Wei Zhang, Sihong He, Xusheng Zhang:
Invariant Graph Neural Network for Out-of-Distribution Nodes. 192-196
Data Structure Analysis and Management
- Mariam Elnour, Fodil Fadli, Nader Meskin, Ioan Petri, Yacine Rezgui:
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study. 197-204 - Yang Tan, Yanxiong Peng, Ruiqi Huang:
Practice of FATE: Performance Improving Techniques. 205-210 - Claire Verdier, Stéphane Perriot, Arnault Pachot:
Weighted Cross-Entropy to tackle Overlapping in Fraud Detection. 211-216 - Yi-Ming Ma, Jun-Yong Huang, Jules Harris Danarson, Yi Huang, Xiao-Han Wei:
Problems and Countermeasures Facing Accounting Informatization in the Era of Big Data. 217-220 - Frank Lawrence Nii Adoquaye Acquaye, Insan-Aleksandr Latipov, Attila Kertész-Farkas:
Hypernym Information and Sentiment Bias Probing in Distributed Data Representation. 221-226 - Yuan Wang, Kai Jin, Wuying Liu:
Multimodal Language Data and Platform Construction for LCTLs Teaching. 227-232 - Yuanyan Chen, Yuemin Zhang, Jixuan Wu, Jiajie Liu, Wei Liu, Yuying Yang:
Analyzing Weibo Data with Word2Vec and BiLSTM to Encourage Personal Income Tax Compliance in China. 233-238 - Mehari Yohannes Hailemariam, Steven J. Lynden, Akiyoshi Matono, Toshiyuki Amagasa:
Self-Attention-based Data Augmentation Method for Text Classification. 239-244
Image Recognition and Counting
- Yuqin Chen, Yutong Chen, Zihan Wang:
Research on Airport Bird Recognition Based on the Convolution Neural Network. 245-251 - Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren:
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. 252-258 - Muhammad Waleed Aslam, Zhen Liang, Guanghua Xu, Wenwu Deng, Qijun Ying, Jingyuan Cheng:
Gym Exercises Monitoring with Smart Gloves: Exercise Recognition, Repetition Counting, and Imbalance Quantification. 259-266 - Yoshiyuki Usami, Kosuke Kitaoka, Koichi Shindo:
Integrated Artificial Intelligence for Making Digital Human. 267-273 - Yuxi Sun, Tonghuan Xiao, Xutao Li, Yunming Ye:
Multi-semantic Representation with Transformer Network for Video Classification. 274-278 - Christoph Linse, Thomas Martinetz:
Large Neural Networks Learning from Scratch with Very Few Data and without Explicit Regularization. 279-283
Image Detection Algorithm and Application
- Jihao Cao, Jinsheng Deng, Xiaoqing Yin, Shaojie Yan, Zhangyu Li:
WPCA: Wavelet Packets with Channel Attention for Detecting Face Manipulation. 284-289 - Guosheng Xu, Guoai Xu:
Using A CNN to Solve the Problem of Asphalt Pavement Crack Detection. 290-297 - Yutong Chen, Yufen Liu, Yuqin Chen, Zihan Wang:
Airport Target Detection Based on Yolov5 for Bird-Repellent System. 298-303 - Jun Li, Weizhen Tang, Mingming Yang:
Airport Surface Targets Detection Based on YOLO v3. 304-308 - Meriem Mejhed Mkhinini, Aboubacar Sidiki Sidibe, Khaoula Benali, Nouha Bentaarit, Aymen Khelifi:
Image and Signal processing to detect violent content in social media videos. 309-315 - Guoding Xiong, Yongmei Zhou, Dong Zhou, Nankai Lin:
A Robust Framework Based on Mutual Information and Contrastive Learning for Multimodal Violence Detection in Videos. 316-320 - Mark Phil Banaybanay Pacot, Vicente Aquino Pitogo:
Towards Objects Detection Using Convolutional Neural Network from Unmanned Aerial Vehicle Imagery. 321-327
Image Model and Imaging System
- Limei Peng, Si Li:
Low-Dose Sinogram Restoration in SPECT Imaging Based on Conditional Generative Adversarial Network and LSTM. 328-334 - Guochao Gao, Xiaoli Li, Zhenlong Du:
Custom attribute image generation based on improved StyleGAN2. 335-340 - Zengguo Liang, Si Li:
TC-GAN: A Transformer-based Conditional Generative Adversarial Network for Low-Dose SPECT Image Reconstruction. 341-347 - Yulong Zhuang, Quan Chen:
Super-Resolution Infrared Imaging via Degraded Information Distillation Network. 348-353 - Hongbo Chu, Fang Li, Yonghong He, Tian Guan:
Generative and contrastive based self-supervised learning model for histopathology image analysis. 354-360
Smart Image Analysis and Processing Method
- Xinglin Shen, Shanzhu Xiao, Liping Guo:
Hardware Implementation of PHD Filter for Image Target Tracking. 361-367 - Bowen Zhu, Dong Huang, Jinrong Cui, Guangyu Zhang:
Deep Attributed Graph Clustering with Graph Attention Network. 368-372 - Yingdi Zhang, Zelin Shi, Huan Wang, Chongnan Yan, Lanbo Wang, Yueming Mu, Yunpeng Liu, Shuhang Wu, Tianci Liu, Mingqi Pang:
Accurate Segmentation of Lumbar Spine Magnetic Resonance Imaging by Deep Neural Network with Size-Adaptive Loss. 373-378 - Yao Wen, Peng Nan, Nuo Qun:
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, Jiapei Tong, Mingchen Feng, Guoliang Hu, Jinqiao Wu, Yingchun Fan:
Soybean Leaf Segmentation and Area Estimation Based on Extreme Points. 393-398 - Jiahui Wu, Zhuowei Wang, Genping Zhao, Shuo Qu:
A Self-attention Feature Metric Learning Method for Remote Sensing Image Retrieval. 399-405 - Shuo Qu, Zhuowei Wang, Genping Zhao, Jiahui Wu, Fuhua Zhang:
Optical Remote Sensing Image Defogging Algorithm based on Different Wavelength. 406-411 - Ke Liu, Jian Gu, Hao Gu, Ziran Zhu:
A Hybrid Reinforcement Learning and Genetic Algorithm for VLSI Floorplanning. 412-418 - Taizhe Tan, Danting Luo, Linxuan Jiang:
Single Image De-Rain Algorithm Based on Multi-Scale Attention Residual Structure. 419-426 - Jing Qian, Qi Chen, Yong Yue, Katie Atkinson, Gangmin Li:
Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification. 427-432 - Xiulei Tan, Chongwen Wang:
Temporal Difference Enhancement for High-Resolution Video Frame Interpolation. 433-437
Network Abnormal Detection and Information Security Protection
- Pengyu Xuan, Aiguo Chen, Zexin Sha:
Preserving model privacy for Federated Reinforcement Learning in Complementary Environments. 438-443 - Abulfaz Hajizada, Sharmin Jahan:
Feature Selections for Phishing URLs Detection Using Combination of Multiple Feature Selection Methods. 444-450 - Zhiqi Hu, Guoliang Xu:
A Hybrid Binary Neural Tree For Malicious URL Detection. 451-456 - Qi Li, Xiaoling Wu, Zhixiong Cao, Jie Ling:
Anomaly Detection of IoT traffic Based on LSTM and Attention Mechanism. 457-463 - Zhiwei Li, Zhongliang Pan:
Research of the Automatic Testing Software on Boundary-scan Test. 464-468 - Jingpei Chen, Xiaoling Wu, Jie Ling, Hoon Heo:
Research on Multi-level Location Privacy Protection for Mobile Crowd Sensing based on Blockchain. 469-475
Advanced Information Theory and System
- Wenping Liu, Bo Cao:
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, Changqing Gong, Abdullah Gani, Han Qi:
A Quantum Classifier Based on Tree Structure. 485-491 - Chenjing Zhao, Chuanshuai Deng, Zhenghui Liu, Jiexin Zhang, Yunlong Wu, Yanzhen Wang, Xiaodong Yi:
Interpretable Reinforcement Learning of Behavior Trees. 492-499 - Zhongqi Song, Guixue Cheng:
Optimization of energy storage participation in peak load shifting operation based on improved MOPSO. 500-506 - Marlon Aves Diloy, Marc Antoni Nuñez, Venz Quirao, Justin Garred Panis, Alvin Tristan Vasquez:
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, Bo Cheng, Meng Niu:
SATE: A Self-Attention Based Text Topic Extraction Mechanism for Customer Service Dialog System. 522-527 - Xinyu Wang, Junli Wang, Chungang Yan:
A Multi-Candidate Batch Mode Active Learning Approach. 528-533 - Wei Hu, Fan Zhang, Yajuan Feng:
Contrastive Learning of Graph-Kernel-based Representations for Proteins. 534-538 - Zhuli Fang, Mudi Zhou, Hui Yu:
A General Object Size Attention Mechanism. 539-543
Forecast Models and Algorithms
- Liqiang Zhao, Kaiyuan Qi, Zhiyuan Su, Liye Pang, Lianfa Zhang, Dong Wu:
A Disk Failure Prediction Algorithm Based on Fusion Model. 544-550 - Wenping Liu, Bingjin Liang, Liang Qiao, Yanran Wang, Gangping Zhang, Shengsheng Lai, Jingyu Guo, Haoyu Jin:
Control Weighting Parameter Setting of GPC-based Artificial Pancreas for Child Patients with Type 1 Diabetes. 551-556 - Hang Jiang, Zhongchen Miao, Jian Gao, Jidong Lu, Guangwei Shi:
Long-term Forecasting of Risk Indicators for Chinese Financial Derivatives Market Based on Seasonal-trend Decomposition and Sub-components Modeling. 557-561 - Kai Yang, Lihui Lei, Chang Lu:
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, Xiaoli Li, Weiyan Liu, Zhenlong Du:
Study on Rainfall Runoff Prediction of Basin Based on Digital Twin. 576-583 - Hongbin Sun, Wei Zeng:
Enhanced Feature Importance Learning for the Click-Through Rate Prediction. 584-588 - Jie He, Bo Xu, Xinpu Su, Cuier Tan:
A CNN-Relstm model based on a hybrid architecture of unidirectional and bidirectional LSTM for predicting stock prices. 589-596 - Haonan Xu, Jiange Li, Peng Wang, Xianchen Yin, Wenfang Xue:
Fusing Multi-Granularity Data for Stock Trend Prediction with Contrastive Pre-training. 597-601 - Santipong Thaiprayoon, Herwig Unger:
A Lightweight Keyword Extraction Algorithm Using a Term Weighting Scheme with Word Features. 602-606
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last updated on 2025-02-24 21:19 CET by the dblp team
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