Data Science : 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Taiyuan, China, September 18-21, 2020, Proceedings, Part I

This two volume set (CCIS 1257 and 1258) constitutes the refereed proceedings of the 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020 held in Taiyuan, China, in September 2020. The 98 papers presented in these two volumes were carefully reviewed and selected from 392 submissions. The papers are organized in topical sections: database, machine learning, network, graphic images, system, natural language processing, security, algorithm, application, and education. The chapter “Highly Parallel SPARQL Engine for RDF” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Front Matter ....Pages i-xxv Front Matter ....Pages 1-1 General Model for Index Recommendation Based on Convolutional Neural Network (Yu Yan, Hongzhi Wang)....Pages 3-15 An Incremental Partitioning Graph Similarity Search Based on Tree Structure Index (Yuhang Li, Yan Yang, Yingli Zhong)....Pages 16-32 Data Cleaning About Student Information Based on Massive Open Online Course System (Shengjun Yin, Yaling Yi, Hongzhi Wang)....Pages 33-43 V2V Online Data Offloading Method Based on Vehicle Mobility (Xianlang Hu, Dafang Zhang, Shizhao Zhao, Guangsheng Feng, Hongwu Lv)....Pages 44-60 Highly Parallel SPARQL Engine for RDF (Fan Feng, Weikang Zhou, Ding Zhang, Jinhui Pang)....Pages 61-71 Identifying Propagation Source in Temporal Networks Based on Label Propagation (Lilin Fan, Bingjie Li, Dong Liu, Huanhuan Dai, Yan Ru)....Pages 72-88 Analysis Method for Customer Value of Aviation Big Data Based on LRFMC Model (Yang Tao)....Pages 89-100 Identifying Vital Nodes in Social Networks Using an Evidential Methodology Combining with High-Order Analysis (Meng Zhang, Guanghui Yan, Yishu Wang, Ye Lv)....Pages 101-117 Location Privacy-Preserving Method Based on Degree of Semantic Distribution Similarity (Rui Liu, Kaizhong Zuo, Yonglu Wang, Jun Zhao)....Pages 118-129 Supervisable Anonymous Management of Digital Certificates for Blockchain PKI (Shaozhuo Li, Na Wang, Xuehui Du, Xuan Li)....Pages 130-144 Product Customer Demand Mining and Its Functional Attribute Configuration Driven by Big Data (Dianting Liu, Xia Huang, Kangzheng Huang)....Pages 145-165 Legal Effect of Smart Contracts Based on Blockchain (Xichen Li)....Pages 166-186 Front Matter ....Pages 187-187 Convex Reconstruction of Structured Matrix Signals from Linear Measurements: Theoretical Results (Yuan Tian)....Pages 189-221 Design of Integrated Circuit Chip Fault Diagnosis System Based on Neural Network (Xinsheng Wang, Xiaoyao Qi, Bin Sun)....Pages 222-229 Improving Approximate Bayesian Computation with Pre-judgment Rule (Yanbo Wang, Xiaoqing Yu, Pinle Qin, Rui Chai, Gangzhu Qiao)....Pages 230-246 Convolutional Neural Network Visualization in Adversarial Example Attack (Chenshuo Yu, Xiuli Wang, Yang Li)....Pages 247-258 Deeper Attention-Based Network for Structured Data (Xiaohua Wu, Youping Fan, Wanwan Peng, Hong Pang, Yu Luo)....Pages 259-267 Roofline Model-Guided Compilation Optimization Parameter Selection Method (Qi Du, Hui Huang, Chun Huang)....Pages 268-282 Weighted Aggregator for the Open-World Knowledge Graph Completion (Yueyang Zhou, Shumin Shi, Heyan Huang)....Pages 283-291 Music Auto-Tagging with Capsule Network (Yongbin Yu, Yifan Tang, Minhui Qi, Feng Mai, Quanxin Deng, Zhaxi Nima)....Pages 292-298 Complex-Valued Densely Connected Convolutional Networks (Wenhan Li, Wenqing Xie, Zhifang Wang)....Pages 299-309 Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization (Wei Song, Lu Liu, Minghao Liu, Wenxiang Wang, Xiao Wang, Yu Song)....Pages 310-326 Learning Single-Shot Detector with Mask Prediction and Gate Mechanism (Jingyi Chen, Haiwei Pan, Qianna Cui, Yang Dong, Shuning He)....Pages 327-338 Front Matter ....Pages 339-339 Near-Optimal Transmission Optimization of Cache-Based SVC Vehicle Video (Xianlang Hu, He Dong, Xiangrui Kong, Ruibing Li, Guangsheng Feng, Hongwu Lv)....Pages 341-353 Improved Design of Energy Supply Unit of WSN Node Based on Boost and BUCK Structure (Shaojun Yu, Li Lin, Yujian Wang, Kaiguo Qian, Shikai Shen)....Pages 354-367 Disjoint-Path Routing Mechanism in Mobile Opportunistic Networks (Peiyan Yuan, Hao Zhang, Xiaoyan Huang)....Pages 368-379 Double LSTM Structure for Network Traffic Flow Prediction (Lin Huang, Diangang Wang, Xiao Liu, Yongning Zhuo, Yong Zeng)....Pages 380-388 Super Peer-Based P2P VoD Architecture for Supporting Multiple Terminals (Pingshan Liu, Yaqing Fan, Kai Huang, Guimin Huang)....Pages 389-404 Localization Algorithm of Wireless Sensor Network Based on Concentric Circle Distance Calculation (KaiGuo Qian, Chunfen Pu, Yujian Wang, ShaoJun Yu, Shikai Shen)....Pages 405-415 Data Transmission Using HDD as Microphone (Yongyu Liang, Jinghua Zheng, Guozheng Yang)....Pages 416-427 Android Vault Application Behavior Analysis and Detection (Nannan Xie, Hongpeng Bai, Rui Sun, Xiaoqiang Di)....Pages 428-439 Research on Detection and Identification of Dense Rebar Based on Lightweight Network (Fang Qu, Caimao Li, Kai Peng, Cong Qu, Chengrong Lin)....Pages 440-446 Automatic Detection of Solar Radio Spectrum Based on Codebook Model (Guoliang Li, Guowu Yuan, Hao Zhou, Hao Wu, Chengming Tan, Liang Dong et al.)....Pages 447-460 Front Matter ....Pages 461-461 Self-service Behavior Recognition Algorithm Based on Improved Motion History Image Network (Liping Deng, Qingji Gao, Da Xu)....Pages 463-475 Supervised Deep Second-Order Covariance Hashing for Image Retrieval (Qian Wang, Yue Wu, Jianxin Zhang, Hengbo Zhang, Chao Che, Lin Shan)....Pages 476-487 Using GMOSTNet for Tree Detection Under Complex Illumination and Morphological Occlusion (Zheng Qian, Hailin Feng, Yinhui Yang, Xiaochen Du, Kai Xia)....Pages 488-505 Improved YOLOv3 Infrared Image Pedestrian Detection Algorithm (Jianting Shi, Guiqiang Zhang, Jie Yuan, Yingtao Zhang)....Pages 506-517 Facial Expression Recognition Based on PCD-CNN with Pose and Expression (Hongbin Dong, Jin Xu, Qiang Fu)....Pages 518-533 Regression-Based Face Pose Estimation with Deep Multi-modal Feature Loss (Yanqiu Wu, Chaoqun Hong, Liang Chen, Zhiqiang Zeng)....Pages 534-549 Breast Cancer Recognition Based on BP Neural Network Optimized by Improved Genetic Algorithm (Wenqing Xie, Wenhan Li, Zhifang Wang)....Pages 550-562 Amplification Method of Lung Nodule Data Based on DCGAN Generation Algorithm (Minghao Yu, Lei Cai, Liwei Gao, Jingyang Gao)....Pages 563-576 CP-Net: Channel Attention and Pixel Attention Network for Single Image Dehazing (Shunan Gao, Jinghua Zhu, Yan Yang)....Pages 577-590 Graphic Processor Unit Acceleration of Multi-exposure Image Fusion with Median Filter (Shijie Li, Yuan Yuan, Qiong Li, Xuchao Xie)....Pages 591-601 Improved PCA Face Recognition Algorithm (Yang Tao, Yuanzi He)....Pages 602-611 Classification of Remote Sensing Images Based on Band Selection and Multi-mode Feature Fusion (Xiaodong Yu, Hongbin Dong, Zihe Mu, Yu Sun)....Pages 612-620 Front Matter ....Pages 621-621 Superpage-Friendly Page Table Design for Hybrid Memory Systems (Xiaoyuan Wang, Haikun Liu, Xiaofei Liao, Hai Jin)....Pages 623-641 Recommendation Algorithm Based on Improved Convolutional Neural Network and Matrix Factorization (Shengbin Liang, Lulu Bai, Hengming Zhang)....Pages 642-654 Research on Service Recommendation Method Based on Cloud Model Time Series Analysis (Zhiwu Zheng, Jing Yao, Hua Zhang)....Pages 655-665 Cloud Resource Allocation Based on Deep Q-Learning Network (Zuocong Chen)....Pages 666-675 Application of Polar Code-Based Scheme in Cloud Secure Storage (Zhe Li, Yiliang Han, Yu Li)....Pages 676-689 Container Cluster Scheduling Strategy Based on Delay Decision Under Multidimensional Constraints (Yijun Xue, Ningjiang Chen, Yongsheng Xie)....Pages 690-704 Trusted Virtual Machine Model Based on High-Performance Cipher Coprocessor (Haidong Liu, Songhui Guo, Lei Sun, Song Guo)....Pages 705-715 Back Matter ....Pages 717-720