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Intelligent Information Processing VIII

9th IFIP TC 12 International Conference, IIP 2016, Melbourne, VIC, Australia, November 18-21, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Zhongzhi Shi

    1. Chinese Academy of Sciences , Beijing, China

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  2. Sunil Vadera

    1. University of Salford , Salford, United Kingdom

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    You can also search for this editor in PubMed   Google Scholar

  3. Gang Li

    1. Deakin University , Burwood, Australia

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 486)

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Conference proceedings info: IIP 2016.

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Table of contents (27 papers)

  1. Front Matter

    Pages I-XVII
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  3. Data Mining

    1. Front Matter

      Pages 39-39
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    2. Application of Manifold Learning to Machinery Fault Diagnosis

      • Jiangping Wang, Tengfei Duan, Lujuan Lei
      Pages 41-49

    3. p-Spectral Clustering Based on Neighborhood Attribute Granulation

      • Shifei Ding, Hongjie Jia, Mingjing Du, Qiankun Hu
      Pages 50-58

    4. Assembly Sequence Planning Based on Hybrid Artificial Bee Colony Algorithm

      • Wenbing Yuan, Liang Chang, Manli Zhu, Tianlong Gu
      Pages 59-71

    5. A Novel Track Initiation Method Based on Prior Motion Information and Hough Transform

      • Jun Liu, Yu Liu, Wei Xiong
      Pages 72-77

  4. Deep Learning

    1. Front Matter

      Pages 79-79
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    2. A Hybrid Architecture Based on CNN for Image Semantic Annotation

      • Yongzhe Zheng, Zhixin Li, Canlong Zhang
      Pages 81-90

    3. Convolutional Neural Networks Optimized by Logistic Regression Model

      • Bo Yang, Zuopeng Zhao, Xinzheng Xu
      Pages 91-96

    4. Event Detection with Convolutional Neural Networks for Forensic Investigation

      • Bo Yang, Ning Li, Zhigang Lu, Jianguo Jiang
      Pages 97-107

    5. Boltzmann Machine and its Applications in Image Recognition

      • Shifei Ding, Jian Zhang, Nan Zhang, Yanlu Hou
      Pages 108-118

  5. Social Computing

    1. Front Matter

      Pages 119-119
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    2. Trajectory Pattern Identification and Anomaly Detection of Pedestrian Flows Based on Visual Clustering

      • Li Li, Christopher Leckie
      Pages 121-131

    3. Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features

      • Meng Yang, Sutharshan Rajasegarar, Aravinda S. Rao, Christopher Leckie, Marimuthu Palaniswami
      Pages 132-141

    4. An Improved Genetic-Based Link Clustering for Overlapping Community Detection

      • Yong Zhou, Guibin Sun
      Pages 142-151
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  1. Intelligent Information Processing VIII

Keywords

About this book

This book constitutes the refereed proceedings of the 9th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2016, held in Melbourne, VIC, Australia, in October 2016. The 24 full papers and 3 short papers presented were carefully reviewed and selected from more than 40 submissions. They are organized in topical sections on machine learning, data mining, deep learning, social computing, semantic web and text processing, image understanding, and brain-machine collaboration.

Editors and Affiliations

  • Chinese Academy of Sciences , Beijing, China

    Zhongzhi Shi

  • University of Salford , Salford, United Kingdom

    Sunil Vadera

  • Deakin University , Burwood, Australia

    Gang Li

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