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

Front Matter ....Pages I-XXV
 A Fine-Grained Emotion Analysis Method for Chinese Microblog  (Rui Zhou, Hu-yin Zhang, Gang Ye)....Pages 1-11
 Research of Detection Algorithm for Time Series Abnormal Subsequence   (Chunkai Zhang, Haodong Liu, Ao Yin)....Pages 12-26
 An Improved SVM Based Wind Turbine Multi-fault Detection Method  (Shiyao Qin, Kaixuan Wang, Xiaojing Ma, Wenzhuo Wang, Mei Li)....Pages 27-38
 GPU Based Hash Segmentation Index for Fast T-overlap Query  (Lianyin Jia, Yongbin Zhang, Mengjuan Li, Jiaman Ding, Jinguo You)....Pages 39-51
 A Collaborative Filtering Recommendation Algorithm Based on the Difference and the Correlation of Users’ Ratings  (Zhao-hui Cai, Jing-song Wang, Yong-kai Li, Shu-bo Liu)....Pages 52-63
 Research on Pattern Matching Method of Multivariate Hydrological Time Series  (Zhen Gai, Yuansheng Lou, Feng Ye, Ling Li)....Pages 64-72
 Further Analysis of Candlestick Patterns’ Predictive Power  (Tao Lv, Yongtao Hao)....Pages 73-87
 Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells  (Yuchen Zhu, Shanxiong Chen, Chunrong Chen, Lin Chen)....Pages 88-99
 Desktop Data Driven Approach to Personalize Query Recommendation  (Xiao-yun Li, Ying Yu)....Pages 100-109
 Disease Prediction Based on Transfer Learning in Individual Healthcare  (Yang Song, Tianbai Yue, Hongzhi Wang, Jianzhong Li, Hong Gao)....Pages 110-122
 Research on Fuzzy Matching Query Algorithm Based on Spatial Multi-keyword  (Suzhi Zhang, Yanan Zhao, Rui Yang)....Pages 123-133
 A New Approach to Dense Spectrum Analysis of Infrasonic Signals  (Kaiyan Xing, Kaixue Hao, Mei Li)....Pages 134-143
 Research on XDR Bill Compression Under Big Data Technology  (Bing Zhao, Sining Zhang, Jun Zheng)....Pages 144-152
 The Scalability of Volunteer Computing for MapReduce Big Data Applications  (Wei Li, William Guo)....Pages 153-165
 An Improved FP-Growth Algorithm Based on SOM Partition  (Kuikui Jia, Haibin Liu)....Pages 166-178
 A Novel Recommendation Service Method Based on Cloud Model and User Personality  (Jing Yao, Zhigang Hu, Hua Ma, Bingting Jiang)....Pages 179-191
 A Cooperative Abnormal Behavior Detection Framework Based on Big Data Analytics  (Naila Marir, Huiqiang Wang)....Pages 192-206
 Composite Graph Publication Considering Important Data  (Yuqing Sun, Hongbin Zhao, Qilong Han, Lijie Li)....Pages 207-219
 Hierarchical Access Control Scheme of Private Data Based on Attribute Encryption  (Xi Lin, Yiliang Han)....Pages 220-230
 Secret Data-Driven Carrier-Free Secret Sharing Scheme Based on Error Correction Blocks of QR Codes  (Song Wan, Yuliang Lu, Xuehu Yan, Hanlin Liu, Longdan Tan)....Pages 231-241
 Template Protection Based on Chaotic Map for Face Recognition  (Jinjin Dong, Xiao Meng, Meng Chen, Zhifang Wang, Linlin Tang)....Pages 242-250
 A Fast and Secure Transmission Method Based on Optocoupler for Mobile Storage  (Lu Zou, Dejun Zhang, Fazhi He, Zhuyang Xie)....Pages 251-261
 Android Malware Detection Using Local Binary Pattern and Principal Component Analysis  (Qixin Wu, Zheng Qin, Jinxin Zhang, Hui Yin, Guangyi Yang, Kuangsheng Hu)....Pages 262-275
 Elderly Health Care - Security and Privacy Issue  (Kaiyu Wan, Vangalur Alagar, Peter Oyikanmi)....Pages 276-291
 Secure Multi-party Comparison Protocol and Application  (Jing Zhang, Shoushan Luo, Yixian Yang)....Pages 292-304
 Security Analysis of Secret Image Sharing  (Xuehu Yan, Yuliang Lu, Lintao Liu, Song Wan, Wanmeng Ding, Hanlin Liu)....Pages 305-316
 PRS: Predication-Based Replica Selection Algorithm for Key-Value Stores  (Liyuan Fang, Xiangqian Zhou, Haiming Xie, Wanchun Jiang)....Pages 317-330
 A General (k, n) Threshold Secret Image Sharing Construction Based on Matrix Theory  (Wanmeng Ding, Kesheng Liu, Xuehu Yan, Lintao Liu)....Pages 331-340
 A Real-Time Visualization Defense Framework for DDoS Attack  (Yiqiao Jin, Qidi Liang, Jian Zhang, Ou Jin)....Pages 341-351
 A Research and Analysis Method of Open Source Threat Intelligence Data  (Ruyue Liu, Ziping Zhao, Chengjun Sun, Xiaoyu Yang, Xiaoli Gong, Jin Zhang)....Pages 352-363
 An Improved Data Packet Capture Method Based on Multicore Platform  (Xian Zhang, Xiaoning Peng, Jia Liu)....Pages 364-372
 Research on Linux Kernel Version Diversity for Precise Memory Analysis  (Shuhui Zhang, Xiangxu Meng, Lianhai Wang, Guangqi Liu)....Pages 373-385
 Unsupervised Anomaly Detection for Network Flow Using Immune Network Based K-means Clustering  (Yuanquan Shi, Xiaoning Peng, Renfa Li, Yu Zhang)....Pages 386-399
 The Research on Cascading Failure of Farey Network  (Xiujuan Ma, Fuxiang Ma)....Pages 400-411
 Optimal Task Recommendation for Spatial Crowdsourcing with Privacy Control  (Dan Lu, Qilong Han, Hongbin Zhao, Kejia Zhang)....Pages 412-424
 An Information-Aware Privacy-Preserving Accelerometer Data Sharing  (Mingming Lu, Yihan Guo, Dan Meng, Cuncai Li, Yin Zhao)....Pages 425-432
 A Range-Threshold Based Medical Image Classification Algorithm for Crowdsourcing Platform  (Shengnan Zhao, Haiwei Pan, Xiaoqin Xie, Zhiqiang Zhang, Xiaoning Feng)....Pages 433-446
 A New Method for Medical Image Retrieval Based on Markov Random Field  (Tiaodi Wang, Haiwei Pan, Xiaoqin Xie, Zhiqiang Zhang, Xiaoning Feng)....Pages 447-461
 Three-Dimensional Reconstruction of Wood Carving Cultural Relics Based on CT Tomography Data  (Guiling Zhao, Zongji Deng, Jun Shen, Zhaowen Qiu, Jing Huang)....Pages 462-471
 Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)  (Taohong Zhang, Cunfang Li, Nuan Cao, Rui Ma, ShaoHua Zhang, Nan Ma)....Pages 472-485
 Predicting Big-Five Personality for Micro-blog Based on Robust Multi-task Learning  (Shuguang Huang, Jinghua Zheng, Di Xue, Nan Zhao)....Pages 486-499
 Automatic Malware Detection Using Deep Learning Based on Static Analysis  (Liu Liu, Baosheng Wang)....Pages 500-507
 High-Level Multi-difference Cues for Image Saliency Detection  (Jianwei Sun, Junfeng Wu, Hong Yu, Meiling Zhang, Qiang Luo, Juanjuan Sun)....Pages 508-519
 Nonlinear Dimensionality Reduction via Homeomorphic Tangent Space and Compactness  (Shaoqun Zhang, Wanyun Xie)....Pages 520-533
 Selective Image Matting with Scalable Variance and Model Rectification  (Xiao Chen, Fazhi He, Yiteng Pan, Haojun Ai)....Pages 534-548
 Side-Channel Attacks Based on Collaborative Learning  (Biao Liu, Zhao Ding, Yang Pan, Jiali Li, Huamin Feng)....Pages 549-557
 Research on Hydrological Time Series Prediction Based on Combined Model  (Yi Cheng, Yuansheng Lou, Feng Ye, Ling Li)....Pages 558-572
 A Cross-View Model for Tourism Demand Forecasting with Artificial Intelligence Method  (Siming Han, Yanhui Guo, Han Cao, Qian Feng, Yifei Li)....Pages 573-582
 Computational Intensity Prediction Model of Vector Data Overlay with Random Forest Method  (Qian Wang, Han Cao, Yan-Hui Guo)....Pages 583-593
 An Implementation and Improvement of Convolutional Neural Networks on HSA Platform  (Zhenshan Bao, Qi Luo, Wenbo Zhang)....Pages 594-604
 An Enhanced Transportation Mode Detection Method Based on GPS Data  (Jing Liang, Qiuhui Zhu, Min Zhu, Mingzhao Li, Xiaowei Li, Jianhua Wang et al.)....Pages 605-620
 The Triangle Collapse Algorithm Based on Angle Error Metrics  (Xiaorong Yan, Yuansheng Lou, Ling Li)....Pages 621-632
 Spatial-Temporal Event Detection Method with Multivariate Water Quality Data  (Yingchi Mao, Zhitao Li, Xiaoli Chen, Longbao Wang)....Pages 633-645
 Context-Aware Technology of Disabled Health Service for Intelligent Community  (Yao Tan, Wenbi Rao)....Pages 646-659
 DFDVis: A Visual Analytics System for Understanding the Semantics of Data Flow Diagram  (Hao Xiong, Haocheng Zhang, Xiaoju Dong, Lingxi Meng, Wenyang Zhao)....Pages 660-673
 Design and Implementation of Medical Data Management System  (Jie Wang, Jianqiao Liu, Jian Li, Jian Zhang, Qi Lei)....Pages 674-688
 Recognition of Natural Road Sign Based on the Improved Curvature Feature  (Yanqing Wang, Hao Zheng, Weiwei Chen)....Pages 689-695
 Evaluating Cities’ Independent Innovation Capabilities Based on Patent Using Data Analysis Methods  (Yan Zhang, Ping Yuan, Bin Yu)....Pages 696-707
 Research on Target Extraction Technology of Fruit and Vegetable Images in the Complex Environment  (Yanqing Wang, Hao Zheng)....Pages 708-717
 Route Guidance for Visually Impaired Based on Haptic Technology and Their Spatial Cognition  (Guansheng Wang, Jianghua Zheng, Hong Fan)....Pages 718-728
 Prediction of Passenger Flow at Sanya Airport Based on Combined Methods  (Xia Liu, Xia Huang, Lei Chen, Zhao Qiu, Ming-rui Chen)....Pages 729-740
 Research on the Copyright Protection Technology of Digital Clothing Effect Diagram  (Yongqiang Chen, Lihua Peng)....Pages 741-750
 Visualization Analysis Framework for Large-Scale Software Based on Software Network  (Shengbing Ren, Mengyu Jia, Fei Huang, Yuan Liu)....Pages 751-763
Back Matter ....Pages 765-769