دانلود کتاب Neural Information Processing: 24th International Conference, ICONIP 2017, Guangzhou, China, November 14–18, 2017, Proceedings, Part V

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Front Matter ....Pages I-XVIII
Front Matter ....Pages 1-1
Low-Rank and Sparse Matrix Completion for Recommendation (Zhi-Lin Zhao, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu)....Pages 3-13
Pre-trained Extreme Learning Machine (Yongshan Zhang, Jia Wu, Zhihua Cai, Siwei Jiang)....Pages 14-23
K-Hop Community Search Based on Local Distance Dynamics (Lijun Cai, Tao Meng, Tingqin He, Lei Chen, Ziyun Deng)....Pages 24-34
An Improved Feedback Wavelet Neural Network for Short-Term Passenger Entrance Flow Prediction in Shanghai Subway System (Bo Zhang, Shuqiu Li, Liping Huang, Yongjian Yang)....Pages 35-45
Social and Content Based Collaborative Filtering for Point-of-Interest Recommendations (Yi-Ning Xu, Lei Xu, Ling Huang, Chang-Dong Wang)....Pages 46-56
Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks (Spyros Boukoros, Anupiya Nugaliyadde, Angelos Marnerides, Costas Vassilakis, Polychronis Koutsakis, Kok Wai Wong)....Pages 57-66
Multiclass Imbalanced Classification Using Fuzzy C-Mean and SMOTE with Fuzzy Support Vector Machine (Ratchakoon Pruengkarn, Kok Wai Wong, Chun Che Fung)....Pages 67-75
Incremental Matrix Reordering for Similarity-Based Dynamic Data Sets (Parisa Rastin, Basarab Matei)....Pages 76-84
Power Consumption Prediction for Dynamic Adjustment in Hydrocracking Process Based on State Transition Algorithm and Support Vector Machine (Xiao-Fang Chen, Ying-Can Qian, Ya-Lin Wang)....Pages 85-94
Learning with Partially Shared Features for Multi-Task Learning (Cheng Liu, Wen-Ming Cao, Chu-Tao Zheng, Hau-San Wong)....Pages 95-104
Power Users Behavior Analysis and Application Based on Large Data (Xiaoya Ren, Guotao Hui, Yanhong Luo, Yingchun Wang, Dongsheng Yang, Ge Qi)....Pages 105-114
Accelerated Matrix Factorisation Method for Fuzzy Clustering (Mingjun Zhan, Bo Li)....Pages 115-123
Mining Mobile Phone Base Station Data Based on Clustering Algorithms with Application to Public Traffic Route Design (When Shen, Zhihua Wei, Zhiyuan Zhou)....Pages 124-133
Extracting Deep Semantic Information for Intelligent Recommendation (Wang Chen, Hai-Tao Zheng, Xiao-Xi Mao)....Pages 134-144
A Hybrid Method of Sine Cosine Algorithm and Differential Evolution for Feature Selection (Mohamed E. Abd Elaziz, Ahmed A. Ewees, Diego Oliva, Pengfei Duan, Shengwu Xiong)....Pages 145-155
Feature Selection Based on Improved Runner-Root Algorithm Using Chaotic Singer Map and Opposition-Based Learning (Rehab Ali Ibrahim, Diego Oliva, Ahmed A. Ewees, Songfeng Lu)....Pages 156-166
LWMC: A Locally Weighted Meta-Clustering Algorithm for Ensemble Clustering (Dong Huang, Chang-Dong Wang, Jian-Huang Lai)....Pages 167-176
PUD: Social Spammer Detection Based on PU Learning (Yuqi Song, Min Gao, Junliang Yu, Wentao Li, Junhao Wen, Qingyu Xiong)....Pages 177-185
Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach (Yoshitatsu Matsuda, Takayuki Sekiya, Kazunori Yamaguchi)....Pages 186-195
A Probabilistic Model for the Cold-Start Problem in Rating Prediction Using Click Data (ThaiBinh Nguyen, Atsuhiro Takasu)....Pages 196-205
Dynamic Forest Model for Sentiment Classification (Mingming Li, Jiao Dai, Wei Liu, Jizhong Han)....Pages 206-215
A Multi-attention-Based Bidirectional Long Short-Term Memory Network for Relation Extraction (Lingfeng Li, Yuanping Nie, Weihong Han, Jiuming Huang)....Pages 216-227
Question Recommendation in Medical Community-Based Question Answering (Hong Cai, Cuiting Yan, Airu Yin, Xuesong Zhao)....Pages 228-236
A Visual Analysis of Changes to Weighted Self-Organizing Map Patterns (Younjin Chung, Joachim Gudmundsson, Masahiro Takatsuka)....Pages 237-246
Periodic Associated Sensor Patterns Mining from Wireless Sensor Networks (Md. Mamunur Rashid, Joarder Kamruzzaman, Iqbal Gondal, Rafiul Hassan)....Pages 247-255
Online Multi-label Passive Aggressive Active Learning Algorithm Based on Binary Relevance (Xizhi Guo, Yongwei Zhang, Jianhua Xu)....Pages 256-266
Predicting Taxi Passenger Demands Based on the Temporal and Spatial Information (Sang Ho Kang, Han Bin Bae, Rhee Man Kil, Hee Yong Youn)....Pages 267-274
Combining the Global and Local Estimation Models for Predicting PM\(_{10}\) Concentrations (Han Bin Bae, Tae Hyun Kim, Rhee Man Kil, Hee Yong Youn)....Pages 275-284
Anomaly Detection for Categorical Observations Using Latent Gaussian Process (Fengmao Lv, Guowu Yang, Jinzhao Wu, Chuan Liu, Yuhong Yang)....Pages 285-296
Make Users and Preferred Items Closer: Recommendation via Distance Metric Learning (Junliang Yu, Min Gao, Wenge Rong, Yuqi Song, Qianqi Fang, Qingyu Xiong)....Pages 297-305
Deep Bi-directional Long Short-Term Memory Model for Short-Term Traffic Flow Prediction (Jingyuan Wang, Fei Hu, Li Li)....Pages 306-316
Odor Change of Citrus Juice During Storage Based on Electronic Nose Technology (Xue Jiang, Pengfei Jia, Siqi Qiao, Shukai Duan)....Pages 317-326
A Tag-Based Integrated Diffusion Model for Personalized Location Recommendation (Yaolin Zheng, Yulong Wang, Lei Zhang, Jingyu Wang, Qi Qi)....Pages 327-337
Relationship Measurement Using Multiple Factors Extracted from Merged Meeting Events (Zeng Chen, Keren Wang, Zheng Yang)....Pages 338-347
Reinforcement Label Propagation Algorithm Based on History Record (Kai Liu, Yi Zhang, Kai Lu, Xiaoping Wang, Xin Wang)....Pages 348-356
A Hybrid Approach for Recovering Information Propagational Direction (Xiang-Rui Peng, Ling Huang, Chang-Dong Wang)....Pages 357-367
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation (Shenglin Zhao, Irwin King, Michael R. Lyu)....Pages 368-377
A Method to Improve Accuracy of Velocity Prediction Using Markov Model (Ya-dan Liu, Liang Chu, Nan Xu, Yi-fan Jia, Zhe Xu)....Pages 378-386
Strength Analysis on Safety-Belt ISOFIX Anchorage for Vehicles Based on HyperWorks and Ls-Dyna (Peicheng Shi, Suo Wang, Ping Xiao)....Pages 387-396
Robust Adaptive Beamforming in Uniform Circular Array (Xin Song, Ying Guan, Jinkuan Wang, Jing Gao)....Pages 397-406
Evaluating Accuracy in Prudence Analysis for Cyber Security (Omaru Maruatona, Peter Vamplew, Richard Dazeley, Paul A. Watters)....Pages 407-417
A Bayesian Posterior Updating Algorithm in Reinforcement Learning (Fangzhou Xiong, Zhiyong Liu, Xu Yang, Biao Sun, Charles Chiu, Hong Qiao)....Pages 418-426
Detecting Black IP Using for Classification and Analysis Through Source IP of Daily Darknet Traffic (Jinhak Park, Jangwon Choi, Jungsuk Song)....Pages 427-433
A Linear Online Guided Policy Search Algorithm (Biao Sun, Fangzhou Xiong, Zhiyong Liu, Xu Yang, Hong Qiao)....Pages 434-441
Detection of Botnet Activities Through the Lens of a Large-Scale Darknet (Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang, Daisuke Inoue, Koji Nakao)....Pages 442-451
Front Matter ....Pages 453-453
An Altered Kernel Transformation for Time Series Classification (Yangtao Xue, Li Zhang, Zhiwei Tao, Bangjun Wang, Fanzhang Li)....Pages 455-465
An Interweaved Time Series Locally Connected Recurrent Neural Network Model on Crime Forecasting (Ke Wang, Peidong Zhu, Haoyang Zhu, Pengshuai Cui, Zhenyu Zhang)....Pages 466-474
Decouple Adversarial Capacities with Dual-Reservoir Network (Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen)....Pages 475-483
Tree Factored Conditional Restricted Boltzmann Machines for Mixed Motion Style (Chunzhi Xie, Jiancheng Lv, Bijue Jia, Lei Xia)....Pages 484-492
A Piecewise Hybrid of ARIMA and SVMs for Short-Term Traffic Flow Prediction (Yong Wang, Li Li, Xiaofei Xu)....Pages 493-502
TMRCP: A Trend-Matching Resources Coupled Prediction Method over Data Stream (Runfan Wu, Yijie Wang, Xingkong Ma, Li Cheng)....Pages 503-513
App Uninstalls Prediction: A Machine Learning and Time Series Mining Approach (Jiaxing Shang, Jinghao Wang, Ge Liu, Hongchun Wu, Shangbo Zhou, Yong Feng)....Pages 514-522
Time Series Forecasting Using GRU Neural Network with Multi-lag After Decomposition (Xu Zhang, Furao Shen, Jinxi Zhao, GuoHai Yang)....Pages 523-532
Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs (Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Eric Gaussier, Ali Aït-Bachir, Vadim Strijov)....Pages 533-544
Deep Sequence-to-Sequence Neural Networks for Ionospheric Activity Map Prediction (Noëlie Cherrier, Thibaut Castaings, Alexandre Boulch)....Pages 545-555
Spatio-Temporal Wind Power Prediction Using Recurrent Neural Networks (Wei Lee Woon, Stefan Oehmcke, Oliver Kramer)....Pages 556-563
Bayesian Neural Learning via Langevin Dynamics for Chaotic Time Series Prediction (Rohitash Chandra, Lamiae Azizi, Sally Cripps)....Pages 564-573
Causality Analysis Between Soil of Different Depth Moisture and Precipitation in the United States (Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yuying Zhu, Bocheng Wang et al.)....Pages 574-580
Fix-Budget and Recurrent Data Mining for Online Haptic Perception (Lele Cao, Fuchun Sun, Xiaolong Liu, Wenbing Huang, Weihao Cheng, Ramamohanarao Kotagiri)....Pages 581-591
Arterial Coordination for Dedicated Bus Priority Based on a Spectral Clustering Algorithm (Shuhui Zheng, Xiaoming Liu, Chunlin Shang, Guorong Zheng, Guifang Zheng)....Pages 592-599
Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction (Hui Song, A. K. Qin, Flora D. Salim)....Pages 600-609
Dow Jones Index is Driven Periodically by the Unemployment Rate During Economic Crisis and Non-economic Crisis Periods (Tong Cao, Sanqing Hu, Yuying Zhu, Jianhai Zhang, Hui Su, Bocheng Wang)....Pages 610-617
Dynamic Cyclone Wind-Intensity Prediction Using Co-Evolutionary Multi-task Learning (Rohitash Chandra)....Pages 618-627
Front Matter ....Pages 629-629
Layer-Prioritized Influence Maximization in Social Networks (Qianwen Zhang, Yuzhu Wu, Jinkui Xie)....Pages 631-638
Design of Traffic Signal Controller Based on Network (Xiaoming Liu, Yulin Tian, Chunlin Shang, Peizhou Yan, Lu Wei)....Pages 639-646
Motif Iteration Model for Network Representation (Lintao Lv, Zengchang Qin, Tao Wan)....Pages 647-656
Inferring Social Network User’s Interest Based on Convolutional Neural Network (Yanan Cao, Shi Wang, Xiaoxue Li, Cong Cao, Yanbing Liu, Jianlong Tan)....Pages 657-666
Enhanced Deep Learning Models for Sentiment Analysis in Arab Social Media (Mariem Abbes, Zied Kechaou, Adel M. Alimi)....Pages 667-676
Collective Actions in Three Types of Continuous Public Goods Games in Spatial Networks (Zimin Xu, Qiaoyu Li, Jianlei Zhang)....Pages 677-688
Analysing the Evolution of Contrary Opinions on a Controversial Network Event (Qu Liu, Yuanzhuo Wang, Chuang Lin, Guoliang Xing)....Pages 689-698
Category Prediction of Questions Posted in Community-Based Question Answering Services Using Deep Learning Methods (Qing Ma, Reo Kato, Masaki Murata)....Pages 699-709
LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs (Yue Wang, Meng Chen, Xiaohui Yu, Yang Liu)....Pages 710-720
Knowledge Graph Based Question Routing for Community Question Answering (Zhu Liu, Kan Li, Dacheng Qu)....Pages 721-730
Exploiting Non-visible Relationship in Link Prediction Based on Asymmetric Local Random Walk (Chunlong Fan, Dong Li, Yiping Teng, Dongwan Fan, Guohui Ding)....Pages 731-740
Ciphertext Retrieval Technology of Homomorphic Encryption Based on Cloud Pretreatment (Changqing Gong, Yun Xiao, Mengfei Li, Shoufei Han, Na Lin, Zhenzhou Guo)....Pages 741-751
A Linear Time Algorithm for Influence Maximization in Large-Scale Social Networks (Hongchun Wu, Jiaxing Shang, Shangbo Zhou, Yong Feng)....Pages 752-761
Front Matter ....Pages 763-763
Thyroid Nodule Classification Using Hierarchical Recurrent Neural Network with Multiple Ultrasound Reports (Dehua Chen, Cheng Shi, Mei Wang, Qiao Pan)....Pages 765-773
Prediction of Stroke Using Deep Learning Model (Pattanapong Chantamit-o-pas, Madhu Goyal)....Pages 774-781
A Method of Integrating Spatial Proteomics and Protein-Protein Interaction Network Data (Steven Squires, Rob Ewing, Adam Prügel-Bennett, Mahesan Niranjan)....Pages 782-790
Tuning Hyperparameters for Gene Interaction Models in Genome-Wide Association Studies (Suneetha Uppu, Aneesh Krishna)....Pages 791-801
Computational Efficacy of GPGPU-Accelerated Simulation for Various Neuron Models (Shun Okuno, Kazuhisa Fujita, Yoshiki Kashimori)....Pages 802-809
A Haptics Feedback Based-LSTM Predictive Model for Pericardiocentesis Therapy Using Public Introperative Data (Amin Khatami, Yonghang Tai, Abbas Khosravi, Lei Wei, Mohsen Moradi Dalvand, Jun Peng et al.)....Pages 810-818
Sleep Apnea Event Detection from Nasal Airflow Using Convolutional Neural Networks (Rim Haidar, Irena Koprinska, Bryn Jeffries)....Pages 819-827
A Deep Learning Method to Detect Web Attacks Using a Specially Designed CNN (Ming Zhang, Boyi Xu, Shuai Bai, Shuaibing Lu, Zhechao Lin)....Pages 828-836
An Integrated Chaotic System with Application to Image Encryption (Jinwen He, Rushi Lan, Shouhua Wang, Xiaonan Luo)....Pages 837-847
Fast, Automatic and Scalable Learning to Detect Android Malware (Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Mark D. McDonnell)....Pages 848-857
Intrusion Detection Using Convolutional Neural Networks for Representation Learning (Zhipeng Li, Zheng Qin, Kai Huang, Xiao Yang, Shuxiong Ye)....Pages 858-866
Detect Malicious Attacks from Entire TCP Communication Process (Peng Fang, Liusheng Huang, Xinyuan Zhang, Hongli Xu, Shaowei Wang)....Pages 867-877
Exploiting Cantor Expansion for Covert Channels over LTE-Advanced (Zhiqiang He, Liusheng Huang, Wei Yang, Zukui Wang)....Pages 878-887
AI Web-Contents Analyzer for Monitoring Underground Marketplace (Yuki Kawaguchi, Akira Yamada, Seiichi Ozawa)....Pages 888-896
Towards an Affective Computational Model for Machine Consciousness (Rohitash Chandra)....Pages 897-907
Measuring Self-monitoring Using Facebook Online Data Based on Snyder’s Psychological Theories (Ying Liu, Yongfeng Huang, Xuanmei Qin)....Pages 908-918
Coevolution of Cooperation and Complex Networks via Indirect Reciprocity (Aizhi Liu, Lei Wang, Yanling Zhang, Changyin Sun)....Pages 919-926
Back Matter ....Pages 927-930