Neural Information Processing

1. Front Matter

   Pages I-XVIII

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2. Data Mining

   1. Front Matter

      Pages 1-1

      PDF

   2. 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

   3. A Brain Network Inspired Algorithm: Pre-trained Extreme Learning Machine

      • Yongshan Zhang, Jia Wu, Zhihua Cai, Siwei Jiang

      Pages 14-23

   4. K-Hop Community Search Based on Local Distance Dynamics

      • Lijun Cai, Tao Meng, Tingqin He, Lei Chen, Ziyun Deng

      Pages 24-34

   5. 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

   6. Social and Content Based Collaborative Filtering for Point-of-Interest Recommendations

      • Yi-Ning Xu, Lei Xu, Ling Huang, Chang-Dong Wang

      Pages 46-56

   7. 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

   8. 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

   9. Incremental Matrix Reordering for Similarity-Based Dynamic Data Sets

      • Parisa Rastin, Basarab Matei

      Pages 76-84

   10. 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

   11. Learning with Partially Shared Features for Multi-Task Learning

       • Cheng Liu, Wen-Ming Cao, Chu-Tao Zheng, Hau-San Wong

       Pages 95-104

   12. 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

   13. Accelerated Matrix Factorisation Method for Fuzzy Clustering

       • Mingjun Zhan, Bo Li

       Pages 115-123

   14. 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

   15. Extracting Deep Semantic Information for Intelligent Recommendation

       • Wang Chen, Hai-Tao Zheng, Xiao-Xi Mao

       Pages 134-144

   16. 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

   17. 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

   18. LWMC: A Locally Weighted Meta-Clustering Algorithm for Ensemble Clustering

       • Dong Huang, Chang-Dong Wang, Jian-Huang Lai

       Pages 167-176

   19. PUD: Social Spammer Detection Based on PU Learning

       • Yuqi Song, Min Gao, Junliang Yu, Wentao Li, Junhao Wen, Qingyu Xiong

       Pages 177-185

The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on Neural Information Processing, ICONIP 2017, held in Guangzhou, China, in November 2017. The 563  full papers presented were carefully reviewed and selected from 856 submissions. The 6 volumes are organized in topical sections on Machine Learning, Reinforcement Learning, Big Data Analysis, Deep Learning, Brain-Computer Interface, Computational Finance, Computer Vision, Neurodynamics, Sensory Perception and Decision Making, Computational Intelligence, Neural Data Analysis, Biomedical Engineering, Emotion and Bayesian Networks, Data Mining, Time-Series Analysis, Social Networks, Bioinformatics, Information Security and Social Cognition, Robotics and Control, Pattern Recognition, Neuromorphic Hardware and Speech Processing. 

• Adaptive dynamic programming
• Artificial intelligence
• Biologically inspired computing
• Brain-computer interface
• Computational intelligence
• Computer vision
• Data mining
• Deep learning
• Machine learning
• Neural networks
• Neurodynamics
• Optimization and control
• Pattern recognition
• Reinforcement learning
• Robotics and control
• Time series analysis
• Artificial Intelligence
• machine learning
• neural networks
• social networks

• Guangdong University of Technology, Guangzhou, China

  Derong Liu, Shengli Xie

• South China University of Technology, Guangzhou, China

  Yuanqing Li

• Institute of Automation, Chinese Academy of Sciences, Beijing, China

  Dongbin Zhao

• King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia

  El-Sayed M. El-Alfy

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