Intelligent Information Processing IX

1. Front Matter

   Pages I-XVIII

   PDF

2. Machine Learning

   1. Front Matter

      Pages 1-1

      PDF

   2. Public Opinion Clustering for Hot Event Based on BR-LDA Model

      • Ningning Ni, Caili Guo, Zhimin Zeng

      Pages 3-11

   3. Improved Ensemble Extreme Learning Machine Regression Algorithm

      • Meiyi Li, Weibiao Cai, Xingwang Liu

      Pages 12-19

   4. A K-AP Clustering Algorithm Based on Manifold Similarity Measure

      • Hongjie Jia, Liangjun Wang, Heping Song, Qirong Mao, Shifei Ding

      Pages 20-29

   5. Multi-view Restricted Boltzmann Machines with Posterior Consistency

      • Ding Shifei, Zhang Nan, Zhang Jian

      Pages 30-39

   6. Mass-Based Density Peaks Clustering Algorithm

      • Ding Ling, Xu Xiao

      Pages 40-48

3. Deep Learning

   1. Front Matter

      Pages 49-49

      PDF

   2. Forward Learning Convolutional Neural Network

      • Hong Hu, Xin Hong, Dan Yang Hou, Zhongzhi Shi

      Pages 51-61

   3. A Deep Learning Approach Based on CSP for EEG Analysis

      • Wenchao Huang, Jinchuang Zhao, Wenli Fu

      Pages 62-70

   4. Automatic Driving Decision Algorithm Based on Multi-dimensional Deep Space-Time Network

      • Jianguo Zhang, Jianghua Yuan, Hanzhong Pan, Qing Ma, Yong Yu

      Pages 71-79

   5. Tourist Attraction Recommendation Based on Knowledge Graph

      • Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu, Weitao Zhang

      Pages 80-85

4. Multi-agent System

   1. Front Matter

      Pages 87-87

      PDF

   2. Elite Opposition-Based Selfish Herd Optimizer

      • Shengqi Jiang, Yongquan Zhou, Dengyun Wang, Sen Zhang

      Pages 89-98

   3. The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems

      • Tim Borglund, Shuyue Hu, Ho-Fung Leung

      Pages 99-108

   4. A Multi-agent Framework that Facilitates Decoupled Agent Functioning

      • Dave J. Russell, Elizabeth M. Ehlers

      Pages 109-119

   5. Design and Implementation of Smart Home Cloud System Based on Kinect

      • Xuebin Tang, Jinchuang Zhao, Wenbei Li, Bin Feng

      Pages 120-126

5. Neural Computing and Swarm Intelligence

   1. Front Matter

      Pages 127-127

      PDF

   2. Attribute Grid Computer Based on Qualitative Mapping for Artificial Intelligence

      • Jiali Feng

      Pages 129-139

   3. A Byproduct of a Differentiable Neural Network—Data Weighting from an Implicit Form to an Explicit Form

      • Tongfeng Sun

      Pages 140-149

This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning, China, in October 2018. 

The 37 full papers and 8 short papers presented were carefully reviewed and selected from 80 submissions. They are organized in topical sections on machine learning, deep learning, multi-agent systems, neural computing and swarm intelligence, natural language processing, recommendation systems, social computing, business intelligence and security, pattern recognition, and image understanding.

• artificial intelligence
• clustering algorithms
• collaborative filtering
• computer networks
• data security
• genetic algorithms
• Human-Computer Interaction (HCI)
• image processing
• image reconstruction
• image segmentation
• imaging systems
• internet
• neural networks
• semantics
• signal filtering and prediction
• signal processing
• Support Vector Machines (SVM)
• ubiquitous computing
• user interfaces

• Institute of Computing Technology, CAS, Beijing, China

  Zhongzhi Shi

• University of Reims Champagne-Ardenne, Saint Drezery, France

  Eunika Mercier-Laurent

• University of South Australia, Mawson Lakes, Australia

  Jiuyong Li

Policies and ethics