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Intelligent Data Engineering and Automated Learning – IDEAL 2017

18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings

Conference proceedings info: IDEAL 2017.

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Table of contents (65 papers)

  1. Front Matter

    Pages I-XVI
  2. Learning Convolutional Ranking-Score Function by Query Preference Regularization

    • Guohui Zhang, Gaoyuan Liang, Weizhi Li, Jian Fang, Jingbin Wang, Yanyan Geng et al.
    Pages 1-8
  3. An Ant Colony Random Walk Algorithm for Overlapping Community Detection

    • TianRen Ma, Zhengyou Xia, Fan Yang
    Pages 20-26
  4. UK - Means Clustering for Uncertain Time Series Based on ULDTW Distance

    • Xiaoping Zhu, Zongmin Ma, Qijie Tang
    Pages 27-35
  5. A Community Detection Algorithm Based on Jaccard Similarity Label Propagation

    • Meng Wang, Xiaodong Cai, Yan Zeng, Xiaoxi Liang
    Pages 45-52
  6. A Robust Object Tracking Method Based on CamShift for UAV Videos

    • Chang Zhao, Jiabin Yuan, Huiting Zheng
    Pages 53-62
  7. Cross-Media Retrieval of Tourism Big Data Based on Deep Features and Topic Semantics

    • Yang Li, Junping Du, Zijian Lin, Lingfei Ye
    Pages 94-102
  8. Information Retrieval with Implicitly Temporal Queries

    • Jingjing Wang, Shengli Wu
    Pages 103-111
  9. Cost Sensitive Matrix Factorization for Face Recognition

    • Jianwu Wan, Ming Yang, Hongyuan Wang
    Pages 136-145

Other Volumes

  1. Intelligent Data Engineering and Automated Learning – IDEAL 2017

About this book

This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.

The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Editors and Affiliations

  • University of Manchester, Manchester, United Kingdom

    Hujun Yin

  • School of Electronic and Electrical Engineering, Nanjing University, Nanjiing, China

    Yang Gao

  • Nanjing University of Aeronautics and Astronautics, Nanjing, China

    Songcan Chen

  • Guilin University of Electronic Technology, Guilin, China

    Yimin Wen, Guoyong Cai, Tianlong Gu

  • Beijing University of Posts and Telecommunications, Beijing, China

    Junping Du

  • University of Seville, Seville, Spain

    Antonio J. Tallón-Ballesteros

  • Southeast University, Nanjing, China

    Minling Zhang

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access