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4th ML4CS 2022: Guangzhou, China - Volume 3
- Yuan Xu, Hongyang Yan, Huang Teng, Jun Cai, Jin Li:
Machine Learning for Cyber Security - 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13657, Springer 2023, ISBN 978-3-031-20101-1 - Zhenguo Wu:
Design of Active Defense System for Railway Communication Network Based on Deep Neural Network. 1-14 - Xiao Wang:
Human Resource Network Information Recommendation Method Based on Machine Learning. 15-29 - Shaobao Xu, Yongqi Jia:
Machine Learning Based Abnormal Flow Analysis of University Course Teaching Network. 30-43 - Tianwei Zhou, Wenwen Zhang, Pengcheng He, Guanghui Yue:
A Learned Multi-objective Bacterial Foraging Optimization Algorithm with Continuous Deep Q-Learning. 44-53 - Junling Gao, Moran Zhao, Jianchao Wang, Yijin Zhao, Lifang Ma, Pingping Yu:
Webpage Text Detection Based on Improved Faster-RCNN Model. 54-66 - Jinchun He, Wangjie Qiu, Rixin He, Shengda Zhuo, Wanqing Jie:
Turbo: A High-Performance and Secure Off-Chain Payment Hub. 67-75 - Shen Jiang, Hailan Zhang:
A Complete Information Detection Method for Vehicle CAN Network Gateway Based on Neural Network. 76-90 - Chengmi Xiang:
Optimization of Data Transmission Efficiency of Wireless Communication Network for Chemical Energy Monitoring. 91-105 - Xuanchi Chen, Heng Yang, Xia Zhang, Xiangwei Zheng, Wei Li:
Deep Spatio-Temporal Decision Fusion Network for Facial Expression Recognition. 106-120 - Tianwei Zhou, Yichen Lai, Xiaojie Huang, Xumin Chen, Huifen Zhong:
A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem. 121-132 - Zhenzhou Wang, Xiaoyue Xie, Xiang Wang, Yijin Zhao, Lifang Ma, Pingping Yu:
A Robot Foreign Object Inspection Algorithm for Transmission Line Based on Improved YOLOv5. 133-147 - Xiaodong Zhao, Mengying Cao, Jingfang Su, Yijin Zhao, Shuying Liu, Pingping Yu:
Path Planning Algorithm Based on A_star Algorithm and Q-Learning Algorithm. 148-157 - Lang Zhang, Fuyuan Xiao:
Belief χ 2 Divergence-Based Dynamical Complexity Analysis for Biological Systems. 158-167 - Jinzhu Liu, Shuai Zheng:
Local Feature Acquisition Method of Multi-layer Vision Network Image Based on Virtual Reality. 168-181 - Ben Niu, Gemin Liang, Bang Tao, Chao Fu, Shuang Geng, Yang Wang, Bowen Xue:
Channel Selection for EEG Emotion Recognition via an Enhanced Firefly Algorithm with Brightness-Distance Attraction. 182-196 - Zhengjian Duan, Xingguo Li:
Security Risk Assessment Method of High Voltage Power Communication Network Based on Fuzzy Clustering. 197-211 - Danyang Yao, Jinyu Wen, Amei Chen, Meie Fang, Xinhua Wei, Zhigeng Pan:
Trimodal Fusion Network Combined Global-Local Feature Extraction Strategy and Spatial-Frequency Fusion Strategy. 212-226 - Min Yu:
Data Security Risk Prediction of Labor Relationship Rights Protection Network Platform Based on Machine Learning. 227-241 - Botao Tu, Guanxiang Yin, Guoqing Zhong, Nan Jiang, Yuejin Zhang:
Research on LSTM Based Traffic Flow Prediction Adaptive Beacon Transmission Period and Power Joint Control. 242-250 - Rong Yu, Bomei Tan:
Construction of Color Network Model of Folk Painting Based on Machine Learning. 251-264 - Gebiao Hu, Zhichi Lin, Zheng Guo, Ruiqing Xu, Xiao Zhang:
Research on Intrusion Prevention Optimization Algorithm of Power UAV Network Communication Based on Artificial Intelligence. 265-278 - Sida Zheng, Shuang Ren, Jun Wang, Chang Wang, Yaoyu Wang:
Design of Network Big Data Anti Attack System for Carbon Emission Measurement Based on Deep Learning. 279-293 - Zejian Chen, Rong Hu, Fukun Chen, Haoyi Fan, Fum Yew Ching, Zuoyong Li, Shimei Su:
An Efficient Particle YOLO Detector for Urine Sediment Detection. 294-308 - Lijing Tan, Kuangxuan Qing, Chen Guo, Ben Niu:
Evolutionary Factor-Driven Concise Bacterial Foraging Optimization Algorithm for Solving Customer Clustering Problems. 309-320 - Chen Guo, Xikun Liu, Keqin Yao:
Brain Storm Optimization Algorithm with Multiple Generation Strategies for Patient Data Clustering. 321-333 - Dongni Hu, Wenjun Li, Yada Yu, Junhao Li, Hongyang Yan:
TGPFM: An Optimized Framework for Ordering and Transporting Raw Materials for Production. 334-349 - Yuan Bo, Jiajia Fan, Jin Zhuang:
Visual Analysis of Facial Expression Recognition Research Based on Knowledge Graph. 350-357 - Jia Liu, Nanqing Guo, Bowen Xue:
Brainstorming-Based Large Scale Neighborhood Search for Vehicle Routing with Real Travel Time. 358-370 - Jianchao Wang, Hainan Cheng, Xiang Wang, Yijin Zhao, Shuying Liu, Pingping Yu:
A SAR Image Preprocessing Algorithm Based on Improved Homomorphic Wavelet Transform and Retinex. 371-384 - Shilian Chen, Yingsi Tan, Junkai Guo, Yuqin He, Shuang Geng:
Medical Data Clustering Based on Multi-objective Clustering Algorithm. 385-399 - Zhukai Jiang, Zhichao Lian:
Self-supervised Visual-Semantic Embedding Network Based on Local Label Optimization. 400-412 - Min Liu, Hui Sheng, Ningyi Zhang, Yu Chen, Longjun Huang:
A New Deep Network Model for Stock Price Prediction. 413-426 - Guo Ru, Peng Sheng, Anyang Tong, Zhenyuan Li:
A Method for Residual Network Image Classification with Multi-scale Feature Fusion. 427-438 - Min Long, Chengkun Jia, Fei Peng:
Face Morphing Detection Based on a Two-Stream Network with Channel Attention and Residual of Multiple Color Spaces. 439-454 - Yan Jiang, Ziji Zeng, Lingxia Chen, Jiyong Hu, Ping Li:
DU-Net: A Novel Architecture for Retinal Vessels Segmentation. 455-468 - Bowen Zhang, Yingjie Liu:
Sub-pixel Level Edge Extraction Technology for Industrial Parts for Smart Manufacturing. 469-483 - Jianmao Xiao, Jia Zeng, Xu Miao, Yuanlong Cao, Jing Zhao, Zhiyong Feng:
USDSE: A Novel Method to Improve Service Reputation Based on Double-Side Evaluation. 484-498 - Kangshun Li, Yi Wang, Tian Feng, Hassan Jalil, Huabei Nie:
Morphology-Based Soft Label Smoothing Strategy for Fine-Grained Domain Adaptationming. 499-506 - Yimin Ren, Jun Wang, Jia Hao, Jianhou Gan, Ken Chen:
MOOC Performance Prediction and Online Design Instructional Suggestions Based on LightGBM. 507-519 - Shuang Shi, Shu Zhang, Jia Hao, Ken Chen, Jun Wang:
MOOC Dropout Prediction Based on Bayesian Network. 520-532 - Jiarong Lu, Hong Xiao, Wenchao Jiang, Jianren Yang, Tao Wang:
Knowledge Enhanced BERT Based on Corpus Associate Generation. 533-547 - Meilan Yang, Fei Chen, Qian Zhang, Jie Yang, Xiaoli Shu, Yan-min Liu:
Multi-objective Particle Swarm Optimization Based on Archive Control Strategy. 548-562 - Tianwei Zhou, Xuanru Chen, Xusheng Wu, Chen Yang:
A Hybrid Multi-objective Genetic-Particle Swarm Optimization Algorithm for Airline Crew Rostering Problem with Fairness and Satisfaction. 563-575 - Yi Wang, Kangshun Li:
Plant Leaf Area Measurement Using 3D Imaging: A Comparative Study Between Dynamic Structured Light Stereo and Time-of-Flight. 576-584 - Xinmiao Hu, Sui Lin, Guangsi Xiong, Wenchao Jiang:
Subgraph Matching Based on Path Adaptation for Large-Scale Graph. 585-594 - Xueming Qiao, Dan Guo, Yuwen Li, Qi Xu, Baoning Gong, Yansheng Fu, Rongning Qu, Jingyuan Tan, Hongwei Zhao, Dongjie Zhu:
Photovoltaic Panel Intelligent Management and Identification Detection System Based on YOLOv5. 595-606 - Xiujun Zhang, Xiaohong Zha, Ke Luo:
Image Encryption Algorithm Based on a New Five-Dimensional Lorenz System. 607-618 - Ke Luo, Xiujun Zhang:
Research on the Construction of an Accurate Procurement System for Library e-Resources in Foreign Language Under Dig Data Analysis. 619-630 - Jinsheng Liu, Jianhou Gan, Ken Chen, Di Wu, Wenlin Pan:
Recognition Method of Wa Language Isolated Words Based on Convolutional Neural Network. 631-640 - Linli Zhu, Yu Pan, Wei Gao:
Binding Number and Fractional (k, m)-Covered Graph. 641-654 - Yikuan Chen, Liang Li, Wei Gao:
Domination Based Federated Learning Algorithm. 655-662 - Juanjuan Lu, Linli Zhu, Wei Gao:
Structured Representation of Fuzzy Data by Bipolar Fuzzy Hypergraphs. 663-676 - Xiaoyu Han, Shu Zhang, Juxiang Zhou, Zijie Li, Jun Wang:
Deep Knowledge Tracing with GRU and Learning State Enhancement. 677-686
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