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E-grāmata: Machine Learning for Cyber Security: 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part III

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13657
  • Izdošanas datums: 12-Jan-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031201028
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13657
  • Izdošanas datums: 12-Jan-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031201028

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The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereed
proceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2–4, 2022, held in Guangzhou, China.

The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.
Design of Active Defense System for Railway Communication Network Based on Deep Neural Network
1(14)
Zhenguo Wu
Human Resource Network Information Recommendation Method Based on Machine Learning
15(15)
Xiao Wang
Machine Learning Based Abnormal Flow Analysis of University Course Teaching Network
30(14)
Shaobao Xu
Yongqi Jia
A Learned Multi-objective Bacterial Foraging Optimization Algorithm with Continuous Deep Q-Learning
44(10)
Tianwei Zhou
Wenwen Zhang
Pengcheng He
Guanghui Yue
Webpage Text Detection Based on Improved Faster-RCNN Model
54(13)
Junling Gao
Moran Zhao
Jianchao Wang
Yijin Zhao
Lifang Ma
Pingping Yu
Turbo: A High-Performance and Secure Off-Chain Payment Hub
67(9)
Jinchun He
Wangjie Qiu
Rixin He
Shengda Zhuo
Wanqing Jie
A Complete Information Detection Method for Vehicle CAN Network Gateway Based on Neural Network
76(15)
Shen Jiang
Hailan Zhang
Optimization of Data Transmission Efficiency of Wireless Communication Network for Chemical Energy Monitoring
91(15)
Chengmi Xiang
Deep Spatio-Temporal Decision Fusion Network for Facial Expression Recognition
106(15)
Xuanchi Chen
Heng Yang
Xia Zhang
Xiangwei Zheng
Wei Li
A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem
121(12)
Tianwei Zhou
Yichen Lai
Xiaojie Huang
Xumin Chen
Huifen Zhong
A Robot Foreign Object Inspection Algorithm for Transmission Line Based on Improved YOLOv5
133(15)
Zhenzhou Wang
Xiaoyue Xie
Xiang Wang
Yijin Zhao
Lifang Ma
Pingping Yu
Path Planning Algorithm Based on A star Algorithm and Q-Learning Algorithm
148(10)
Xiaodong Zhao
Mengying Cao
Jingfang Su
Yijin Zhao
Shuying Liu
Pingping Yu
Belief x2 Divergence-Based Dynamical Complexity Analysis for Biological Systems
158(10)
Lang Zhang
Fuyuan Xiao
Local Feature Acquisition Method of Multi-layer Vision Network Image Based on Virtual Reality
168(14)
Jinzhu Liu
Shuai Zheng
Channel Selection for EEG Emotion Recognition via an Enhanced Firefly Algorithm with Brightness-Distance Attraction
182(15)
Ben Niu
Gemin Liang
Bang Tao
Chao Fu
Shuang Ceng
Yang Wang
Bowen Xue
Security Risk Assessment Method of High Voltage Power Communication Network Based on Fuzzy Clustering
197(15)
Zhengjian Duan
Xingguo Li
Trimodal Fusion Network Combined Global-Local Feature Extraction Strategy and Spatial-Frequency Fusion Strategy
212(15)
Danyang Yao
Jinyu Wen
Amei Chen
Meie Fang
Xinhua Wei
Zhigeng Pan
Data Security Risk Prediction of Labor Relationship Rights Protection Network Platform Based on Machine Learning
227(15)
Min Yu
Research on LSTM Based Traffic Flow Prediction Adaptive Beacon Transmission Period and Power Joint Control
242(9)
Botao Tu
Guanxiang Yin
Guoqing Zhong
Nan Jiang
Yuejin Zhang
Construction of Color Network Model of Folk Painting Based on Machine Learning
251(14)
Rong Yu
Bomei Tan
Research on Intrusion Prevention Optimization Algorithm of Power UAV Network Communication Based on Artificial Intelligence
265(14)
Gebiao Hit
Zhichi Lin
Zheng Guo
Ruiqing Xu
Xiao Zhang
Design of Network Big Data Anti Attack System for Carbon Emission Measurement Based on Deep Learning
279(15)
Sida Zheng
Shuang Ren
Jun Wang
Chang Wang
Yaoyu Wang
An Efficient Particle YOLO Detector for Urine Sediment Detection
294(15)
Zejian Chen
Rong Hu
Fukun Chen
Haoyi Fan
Fum Yew Ching
Zuoyong Li
Shimei Su
Evolutionary Factor-Driven Concise Bacterial Foraging Optimization Algorithm for Solving Customer Clustering Problems
309(12)
Lijing Tan
Kuangxuan Qing
Chen Guo
Ben Niu
Brain Storm Optimization Algorithm with Multiple Generation Strategies for Patient Data Clustering
321(13)
Chen Guo
Xikun Liu
Keqin Yao
TGPFM: An Optimized Framework for Ordering and Transporting Raw Materials for Production
334(16)
Dongni Hu
Wenjun Li
Yada Yu
Junhao Li
Hongyang Yan
Visual Analysis of Facial Expression Recognition Research Based on Knowledge Graph
350(8)
Yuan Bo
Fan Jiajia
Jin Zhuang
Brainstorming-Based Large Scale Neighborhood Search for Vehicle Routing with Real Travel Time
358(13)
Jia Liu
Nanqing Guo
Bowen Xue
A SAR Image Preprocessing Algorithm Based on Improved Homomorphic Wavelet Transform and Retinex
371(14)
Jianchao Wang
Hainan Cheng
Xiang Wang
Yijin Zhao
Shuying Liu
Pingping Yu
Medical Data Clustering Based on Multi-objective Clustering Algorithm
385(15)
Shitian Chen
Yingsi Tan
Junkai Guo
Yuqin He
Shuang Geng
Self-supervised Visual-Semantic Embedding Network Based on Local Label Optimization
400(13)
Zhukai Jiang
Zhichao Lian
A New Deep Network Model for Stock Price Prediction
413(14)
Min Liu
Hui Sheng
Ningyi Zhang
Yu Chen
Longjun Huang
A Method for Residual Network Image Classification with Multi-scale Feature Fusion
427(12)
Guo Ru
Peng Sheng
Anyang Tong
Zhenyuan Li
Face Morphing Detection Based on a Two-Stream Network with Channel Attention and Residual of Multiple Color Spaces
439(16)
Min Long
Cheng-kun Jia
Fei Peng
DU-Net: A Novel Architecture for Retinal Vessels Segmentation
455(14)
Yan Jiang
Ziji Zeng
Lingxia Chen
Jiyong Hu
Ping Li
Sub-pixel Level Edge Extraction Technology for Industrial Parts for Smart Manufacturing
469(15)
Bowen Zhang
Yingjie Liu
USDSE: A Novel Method to Improve Service Reputation Based on Double-Side Evaluation
484(15)
Jianmao Xiao
Jia Zeng
Xu Miao
Yuanlong Cao
Jing Zhao
Zhiyong Feng
Morphology-Based Soft Label Smoothing Strategy for Fine-Grained Domain Adaptationming
499(8)
Kangshun Li
Yi Wang
Tian Feng
Hassan Jalil
Huabei Nie
MOOC Performance Prediction and Online Design Instructional Suggestions Based on LightGBM
507(13)
Yimin Ren
Jun Wang
Jia Hao
Jianhou Gan
Ken Chen
MOOC Dropout Prediction Based on Bayesian Network
520(13)
Shuang Shi
Shu Zhang
Jia Hao
Ken Chen
Jun Wang
Knowledge Enhanced BERT Based on Corpus Associate Generation
533(15)
Lu Jiarong
Xiao Hong
Jiang Wenchao
Yang Jianren
Wang Tao
Multi-objective Particle Swarm Optimization Based on Archive Control Strategy
548(15)
Meilan Yang
Fei Chen
Qian Zhang
Jie Yang
Xiaoli Shu
Yanmin Liu
A Hybrid Multi-objective Genetic-Particle Swarm Optimization Algorithm for Airline Crew Rostering Problem with Fairness and Satisfaction
563(13)
Tianwei Zhou
Xuanru Chen
Xusheng Wu
Chen Yang
Plant Leaf Area Measurement Using 3D Imaging: A Comparative Study Between Dynamic Structured Light Stereo and Time-of-Flight
576(9)
Yi Wang
KangShun Li
Subgraph Matching Based on Path Adaptation for Large-Scale Graph
585(10)
Xinmiao Hu
Sui Lin
Guangsi Xiong
Wenchao Jiang
Photovoltaic Panel Intelligent Management and Identification Detection System Based on YOLOv5
595(12)
Xueming Qiao
Dan Guo
Yuwen Li
Qi Xu
Baoning Gong
Yansheng Fu
Rongning Qu
Jingyuan Tan
Hongwei Zhao
Dongjie Zhu
Image Encryption Algorithm Based on a New Five-Dimensional Lorenz System
607(12)
Xiujun Zhang
Xiaohong Zha
Ke Luo
Research on the Construction of an Accurate Procurement System for Library e-Resources in Foreign Language Under Dig Data Analysis
619(12)
Ke Luo
Xiujun Zhang
Recognition Method of Wa Language Isolated Words Based on Convolutional Neural Network
631(10)
Jinsheng Liu
Jianhou Can
Ken Chen
Di Wu
Wenlin Pan
Binding Number and Fractional (k, w)-Covered Graph
641(14)
Linli Zhu
Yu Pan
Wei Gao
Domination Based Federated Learning Algorithm
655(8)
Yikuan Chen
Liang Li
Wei Gao
Structured Representation of Fuzzy Data by Bipolar Fuzzy Hypergraphs
663(14)
Juanjuan Lu
Linli Zhu
Wei Gao
Deep Knowledge Tracing with GRU and Learning State Enhancement
677(10)
Xiaoyu Han
Shu Zhang
Juxiang Zhou
Zijie Li
Jun Wang
Author Index 687