Machine Learning for Cyber Security: Third International Conference, ML4CS 2020, Guangzhou, China, October 8–10, 2020, Proceedings, Part III

Front Matter ....Pages i-xv
 Deep Convolutional Neural Network Based Image Segmentation for Salt Mine Recognition  (Ming Tao, Xueqiang Li, Kai Ding)....Pages 1-10
 Optimization of Collaborative Filtering Algorithm in Movie Recommendation System  (Jiao Peng, Shu Gong)....Pages 11-19
 TagRec: Trust-Aware Generative Adversarial Network with Recurrent Neural Network for Recommender Systems  (Honglong Chen, Shuai Wang, Nan Jiang, Zhe Li, Na Yan, Leyi Shi)....Pages 20-32
 Software Entity Recognition Method Based on BERT Embedding  (Chao Sun, Mingjing Tang, Li Liang, Wei Zou)....Pages 33-47
 A Classification Method of Land Cover Based on Support Vector Machines  (Kai Ding, Chisheng Wang, Ming Tao, Huijuan Xiao, Chao Yang, Peican Huang)....Pages 48-54
 Temporal Consistency Based Deep Face Forgery Detection Network  (Chunlei Peng, Wenbo Zhang, Decheng Liu, Nannan Wang, Xinbo Gao)....Pages 55-63
 CBOW and LSTM Based User Mobile Trajectory Prediction  (Geng Sun, Ming Tao)....Pages 64-73
 Framework Optimization for Face Recognition  (Chao Chen, Xin Wang, Yong-Xin He)....Pages 74-85
 Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs  (Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang)....Pages 86-99
 A Location Method for Reliability-Critical Paths Based on Monte Carlo Search Tree  (Ziwen Sun, Qiou Ji, Zecheng Wu, Aizhu Liu)....Pages 100-114
 Research of Expressway Vehicle Detection Based on Faster R-CNN and Domain Adaptation  (Meng Yu, Yong Hu, Guanxiang Yin, Fei Du, Meng Wang, Yuejin Zhang)....Pages 115-124
 A Short-Term Traffic Flow Forecasting Method Based on Support Vector Regression Optimized by Genetic Algorithm  (Aiyun Zhan, Fei Du, Guanxiang Yin, Meng Wang, Yuejin Zhang)....Pages 125-134
 Short-Term Traffic Flow Prediction Based on Hybrid Model  (Yong Hu, Meng Yu, Guanxiang Yin, Fei Du, Meng Wang, Yuejin Zhang)....Pages 135-143
 Uneven Clustering Routing Protocol for Geological Disaster Monitoring Sensor Network  (Yicheng Wei, Xun Wang, Xu Gou, Zhaoma Pan, Zhi Li)....Pages 144-159
 Clustering Analysis Method of Ethnic Cultural Resources Based on Deep Neural Network Model  (Mingjing Tang, Chao Sun, Li Liang)....Pages 160-170
 Optimal Group Consensus of Second-Order Multi-agent Systems  (Yize Yang, Hongyong Yang, Yuling Li, Yuanshan Liu)....Pages 171-182
 A Novel Game Machine Learning Method for Calculating Optimal Response for Edge Server  (Rui Zhang, Hui Xia, Ju-fu Cui, Yi-zhe Li, Shu-shu Shao, Hang Ren)....Pages 183-192
 SDUW-Net: An Effective Retinal Vessel Segmentation Model  (Hongkai Lin, Hongliang Kang, Xinrong Cao)....Pages 193-202
 A New Mobility Model Based on Markov Chain for MANETs  (Tieyuan Liu, Tianlong Gu, Liang Chang, Hongzhuan Zhao)....Pages 203-214
 Image Dust Storm Synthetic Method Based on Optical Model  (Jiayan Huang, Zuoyong Li, Chuansheng Wang)....Pages 215-226
 Research on Classification Model of Government Big Data Based on Deep Learning  (Qiong Yuan, Duqiang Mai, Ying Sun, Peiyu Liang)....Pages 227-236
 Research of Paper Recommendation System Based on Citation Network Model  (Sun Jing, Sun Yu)....Pages 237-247
 CellIdNet: Automatic Cell Instance Segmentation and Classification in Bone Marrow Examination with Double Backbone Networks  (Shiyin He, Zheng Huang, Kai Chen, Jie Guo, Weidong Qiu)....Pages 248-258
 Mathematical Subject Information Entity Recognition Method Based on BiLSTM-CRF  (Haoze Li, Tianwei Xu, Juxiang Zhou)....Pages 259-268
 A Facial Fatigue Expression Recognition Method Based on Sparse Representation on the Low-Resolution Image  (Ling Zhang, Xiao-lu Tian, Wenchao Jiang, Dongjun Ning)....Pages 269-278
 Spontaneous Expression Recognition Based on Visual Attention Mechanism and Co-salient Features  (Ling Zhang, Qiumin Ji, Wenchao Jiang, Dongjun Ning)....Pages 279-289
 Single Image Super-Resolution Reconstruction Using Nonlocal Low-Rank Prior  (Zhongxing Zhang, Hui Liu, Qiang Guo, Yuxiu Lin)....Pages 290-296
 Product Consistency Joint Detection Algorithm Based on Deep Learning  (Bo Liu, Jianhou Gan, Jun Wang, Bin Wen)....Pages 297-311
 Research on Image Recognition Method of Ethnic Costume Based on VGG  (Qinchuan Lei, Bin Wen, Zhaoxiang Ouyang, Jianhou Gan, Kangwei Wei)....Pages 312-325
 National Defense Education Resource Recommender of High Education Institutions Based on Knowledge-Aware Generative Adversarial Network  (Lin Tang, Lin Liu)....Pages 326-335
 Dictionary Learning Based on Structural Self-similarity and Convolution Neural Network  (Ling Zhang, Wenchao Jiang, Wen Xiang)....Pages 336-346
 Short-Text Feature Expansion and Classification Based on Non-negative Matrix Factorization  (Ling Zhang, Wenchao Jiang, Zhiming Zhao)....Pages 347-362
 Cross-Project Software Defect Prediction Based on Feature Selection and Transfer Learning  (Tianwei Lei, Jingfeng Xue, Weijie Han)....Pages 363-371
 A Swarm Enhanced Light Gradient Boosting Machine for Crowdfunding Project Outcome Prediction  (Shuang Geng, Miaojia Huang, Zhibo Wang)....Pages 372-382
 Satellite Signal Blind Detection Method Based on Time-Frequency Diagrams Semantic Segmentation  (Zheyu Dong, Hao Luo, Zhigang Wu, Shuzhang Zhang)....Pages 383-393
 A Hybrid Distributed Frequent Itemset Mining Method with Its Application in Medical Diagnosis  (Mingxue Zhang, Fuyuan Xiao)....Pages 394-403
 A DNS Server Classification Method Based on Long-Term Behavior Features  (Rui Wang, Hao Luo, Zhigang Wu, Shuzhang Zhang)....Pages 404-412
 Medical Image Segmentation Algorithm Based on Information Combined Level Set  (Lin Ye, Liu Qingling, Muhammad Ayoob Dars)....Pages 413-418
 A Novel Two Dimensional Pythagorean Fuzzy Sets Model with Its Application in Multi-attribute Decision Making  (Yi Fan, Fuyuan Xiao)....Pages 419-428
 Utilization of CNN-LSTM Model in Prediction of Multivariate Time Series for UCG  (Yuteng Xiao, Hongsheng Yin, Kaijian Xia, Yundong Zhang, Honggang Qi)....Pages 429-440
 An Imbalanced Learning Based Method for Esophageal Squamous Cell Carcinoma (ESCC) Distant Metastasis Predicting  (Xuemei Li, Bo Yang, Lizhi Peng, Baosheng Li, Jian Zhu)....Pages 441-453
 A Deep Learning Approach to Radar Extrapolation  (Lei Yi, Wei Tian, Xiang Wang, Xiaolong Xu)....Pages 454-463
 Peripheral Blood Leukocyte Image Segmentation Based on Deep Convolutional Neural Network  (Yuanyuan Chen, Shenghua Teng, Zuoyong Li)....Pages 464-473
 Machine Learning Based Tongue Image Recognition for Diabetes Diagnosis  (Xiaohui Lin, Zhaochai Yu, Zuoyong Li, Weina Liu)....Pages 474-484
 Remote Sensing Image Fusion Based on Multi-morphological Convolutional Neural Network  (Meng Zhu, Jindong Xu, Zhaowei Liu)....Pages 485-495
 From Sentiment to Well-Being: Internet Users in an Uncertain and Risky Environment  (Ge Zhan, Shuang Geng, Ruowen Wang)....Pages 496-502
 Channel Parameters Extraction Based on Back Propagation Neural Network  (Huiting Li, Liu Liu, Jiachi Zhang, Kai Wang, Yiqian Li, Tao Zhou et al.)....Pages 503-515
 Automatic Vibration Waveform Recognition Using Convolutional Neural Network  (Wei Ding, Heng Liu, Dijing Wang, Yong Jiang)....Pages 516-525
 A Prediction Method for Soil Moisture Time Series  (XiaoXia Yang, Song Jia, Chengming Zhang)....Pages 526-537
 Research on Automatic Target Detection and Recognition System Based on Deep Learning Algorithm  (Qinghui Zhang, Hongbin Xu, Zhengyu Li, Xiaobin Liu, Yuxi Li, Yingjie Jiao)....Pages 538-548
 Correction to: Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs  (Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang)....Pages C1-C1
Back Matter ....Pages 549-554