Data Science: Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part II

Front Matter ....Pages I-XXVI
 Extracting Chinese Explanatory Expressions with Discrete and Neural CRFs  (Da Pan, Mengqi Wang, Meishan Zhang, Guohong Fu)....Pages 1-12
 Incremental Influence Maximization for Dynamic Social Networks  (Yake Wang, Jinghua Zhu, Qian Ming)....Pages 13-27
 Method of Relevance Judgment for App Software’s User Reviews  (Qixin Xiang, Ying Jiang, Meng Ran, Jiaman Ding)....Pages 28-41
 Topic Model Based Text Similarity Measure for Chinese Judgment Document  (Yue Wang, Jidong Ge, Yemao Zhou, Yi Feng, Chuanyi Li, Zhongjin Li et al.)....Pages 42-54
 Utilizing Crowdsourcing for the Construction of Chinese-Mongolian Speech Corpus with Evaluation Mechanism  (Rihai Su, Shumin Shi, Meng Zhao, Heyan Huang)....Pages 55-65
 A Cluster Guided Topic Model for Social Query Expansion  (Wenyu Zhao, Dong Zhou)....Pages 66-77
 A Framework of Mobile Context-Aware Recommender System  (Caihong Liu, Chonghui Guo)....Pages 78-93
 Build Evidence Chain Relational Model Based on Chinese Judgment Documents  (Siyuan Kong, Yemao Zhou, Jidong Ge, Zhongjin Li, Chuanyi Li, Yi Feng et al.)....Pages 94-107
 Research and Development of Virtual Instruments System Based on Depth Camera  (Xiao-li Xu, Ming-hui Sun, Xin-yue Sun, Wei-yu Zhao, Xiaoying Sun)....Pages 108-114
 Text Understanding with a Hybrid Neural Network Based Learning  (Shen Gao, Huaping Zhang, Kai Gao)....Pages 115-125
 Towards Realizing Mandarin-Tibetan Bi-lingual Emotional Speech Synthesis with Mandarin Emotional Training Corpus  (Peiwen Wu, Hongwu Yang, Zhenye Gan)....Pages 126-137
 Mining Initial Nodes with BSIS Model and BS-G Algorithm on Social Networks for Influence Maximization  (Xiaoheng Deng, Dejuan Cao, Yan Pan, Hailan Shen, Fang Long)....Pages 138-147
 Critical Value Aware Data Acquisition Strategy in Wireless Sensor Networks  (Ran Bi, Guozhen Tan, Xiaolin Fang)....Pages 148-160
 An Energy Efficient Routing Protocol for In-Vehicle Wireless Sensor Networks  (Chundong Wang, Zhentang Zhao, Likun Zhu, Honglei Yao)....Pages 161-170
 Energy-Conserving Transmission Network Model Based on Service-Awareness  (Huyin Zhang, Chenghao Li, Tianying Zhou, Long Qian, Jingcai Zhou)....Pages 171-183
 A Multi-objective Optimization Data Scheduling Algorithm for P2P Video Streaming  (Pingshan Liu, Xiaoyi Xiong, Guimin Huang)....Pages 184-197
 A Novel Range-Free Jammer Localization Solution in Wireless Network by Using PSO Algorithm  (Liang Pang, Xiao Chen, Zhi Xue, Rida Khatoun)....Pages 198-211
 An Algorithm for Hybrid Nodes Barrier Coverage Based on Voronoi in Wireless Sensor Networks  (Xiaochao Dang, Rucang Ma, Zhanjun Hao, Meixiu Ma)....Pages 212-229
 Measurement Analysis of an Indoor Positioning System Based on LTE  (Jiahui Qiu, Qi Liu, Wenhao Zhang, Yi Chen)....Pages 230-240
 Urban Trace Utilizing Mobile Sequence  (Yukun Ma, Bin Xu, Qi Li)....Pages 241-255
 An Extension to ns-3 for Simulating Mobile Charging with Wireless Energy Transfer  (Ping Zhong, Yating Li, Weile Huang, Xiaoyan Kui, Yiming Zhang, Yingwen Chen)....Pages 256-270
 Design and Implementation of Distributed Broadcast Algorithm Based on Vehicle Density for VANET Safety-Related Messages  (Wei Wu, Zhijuan Li, Yunan Zhang, Jianli Guo, Jing Zhao)....Pages 271-285
 Prediction of Cell Specific O-GalNAc Glycosylation in Human  (Yuanqiang Zou, Kenli Li, Taijiao Jiang, Yousong Peng)....Pages 286-292
 Supervised Learning for Gene Regulatory Network Based on Flexible Neural Tree Model  (Bin Yang, Wei Zhang)....Pages 293-301
 Predicting the Antigenic Variant of Human Influenza A(H3N2) Virus with a Stacked Auto-Encoder Model  (Zhiying Tan, Beibei Xu, Kenli Li, Taijiao Jiang, Yousong Peng)....Pages 302-310
 A Novel Statistical Power Model for Integrated GPU with Optimization  (Qiong Wang, Ning Li, Li Shen, Zhiying Wang)....Pages 311-324
 Application of OFDM-CDMA in Multi-user Underwater Acoustic Communication Based on Time Reversal Mirror  (Yonggang Wang, Jingwei Yin, Zhengrong Pan, Pengyu Du)....Pages 325-334
 Hypergraph-Based Data Reduced Scheduling Policy for Data-Intensive Workflow in Clouds  (Zhigang Hu, Jia Li, Meiguang Zheng, Xinxin Zhang, Hui Kang, Yong Tao et al.)....Pages 335-349
 Software System Rejuvenation Modeling Based on Sequential Inspection Periods and State Multi-control Limits  (Weichao Dang, Jianchao Zeng)....Pages 350-364
 Research on Power Quality Disturbance Signal Classification Based on Random Matrix Theory  (Keyan Liu, Dongli Jia, Kaiyuan He, Tingting Zhao, Fengzhan Zhao)....Pages 365-376
 DCC: Distributed Cache Consistency  (Shenling Liu, Chunyuan Zhang, Yujiao Chen)....Pages 377-387
 Harmonic Pollution Level Assessment in Distribution System Using Extended Cloud Similarity Measurement Method  (Tianlei Zang, Yan Wang, Zhengyou He, Qingquan Qian)....Pages 388-400
 Fusion of Multimodal Color Medical Images Using Quaternion Principal Component Analysis  (Qamar Nawaz, Xiao Bin, Li Weisheng, Isma Hamid)....Pages 401-413
 Research on Adaptive Mobile Collaborative Learning System  (Ling Luo, You Yang, Yan Wei)....Pages 414-423
 Plagiarism Detection in Homework Based on Image Hashing  (Ying Chen, Liping Gan, Shiqing Zhang, Wenping Guo, Yuelong Chuang, Xiaoming Zhao)....Pages 424-432
 A Multi-objective Genetic Algorithm Based on Individual Density Distance  (Lianshuan Shi, Huahui Wang)....Pages 433-441
 An Improved Binary Wolf Pack Algorithm Based on Adaptive Step Length and Improved Update Strategy for 0-1 Knapsack Problems  (Liting Guo, Sanyang Liu)....Pages 442-452
 Reform of Teaching Mode in Universities Based on Big Data  (Bing Zhao, Li Fu)....Pages 453-458
 The Construction and Application of MOOCs University Computer Foundation in Application-Oriented University  (Ying San, Hui Gao, Qilong Han, Junyu Lin)....Pages 459-466
 Empirical Analysis of MOOCs Application in Sino-Foreign Cooperative Design Major Teaching  (Tiejun Zhu)....Pages 467-482
 Crossing-Scene Pedestrian Identification Method Based on Twice FAS  (Yun Chen, Xiaodong Cai, Yan Zeng, Meng Wang)....Pages 483-491
 Vehicle Type Recognition Based on Deep Convolution Neural Network  (Lei Shi, Yamin Wang, Yangjie Cao, Lin Wei)....Pages 492-502
 A Biomechanical Study of Young Women in High Heels with Fatigue and External Interference  (Panchao Zhao, Zhongqiu Ji)....Pages 503-515
 Data Clustering Algorithm Based on Artificial Immune Network  (Zongkun Li, Dechang Pi)....Pages 516-527
 Multi-step Reinforcement Learning Algorithm of Mobile Robot Path Planning Based on Virtual Potential Field  (Jun Liu, Wei Qi, Xu Lu)....Pages 528-538
 A Novel Progressive Secret Image Sharing Method with Better Robustness  (Lintao Liu, Yuliang Lu, Xuehu Yan, Wanmeng Ding)....Pages 539-550
 The NCC: An Improved Anonymous Method for Location-Based Services Based on Casper  (Wenqi Liu, Mingyu Fan, Jie Feng, Guangwei Wang)....Pages 551-567
 Baymax: A Mental-Analyzing Mobile App Based on Big Data  (Fangyi Yuan, Hongzhi Wang, Shucun Tian, Xin Tong)....Pages 568-571
 Ensemble Learning-Based Wind Turbine Fault Prediction Method with Adaptive Feature Selection  (Shiyao Qin, Kaixuan Wang, Xiaojing Ma, Wenzhuo Wang, Mei Li)....Pages 572-582
Back Matter ....Pages 583-587