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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
  • © 2017

Overview

Editors:
  1. Hujun Yin

    1. University of Manchester, Manchester, United Kingdom

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  2. Yang Gao

    1. School of Electronic and Electrical Engineering, Nanjing University, Nanjiing, China

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  3. Songcan Chen

    1. Nanjing University of Aeronautics and Astronautics, Nanjing, China

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  4. Yimin Wen

    1. Guilin University of Electronic Technology, Guilin, China

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  5. Guoyong Cai

    1. Guilin University of Electronic Technology, Guilin, China

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  6. Tianlong Gu

    1. Guilin University of Electronic Technology, Guilin, China

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  7. Junping Du

    1. Beijing University of Posts and Telecommunications, Beijing, China

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  8. Antonio J. Tallón-Ballesteros

    1. University of Seville, Seville, Spain

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  9. Minling Zhang

    1. Southeast University, Nanjing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10585)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: IDEAL 2017.

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Table of contents (65 papers)

  1. Front Matter

    Pages I-XVI
    Download chapter PDF

  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. Dynamic Community Detection Algorithm Based on Automatic Parameter Adjustment

    • Kai Lu, Xin Wang, Xiaoping Wang
    Pages 9-19

  4. An Ant Colony Random Walk Algorithm for Overlapping Community Detection

    • TianRen Ma, Zhengyou Xia, Fan Yang
    Pages 20-26

  5. UK - Means Clustering for Uncertain Time Series Based on ULDTW Distance

    • Xiaoping Zhu, Zongmin Ma, Qijie Tang
    Pages 27-35

  6. Predicting Physical Activities from Accelerometer Readings in Spherical Coordinate System

    • Kittikawin Lehsan, Jakramate Bootkrajang
    Pages 36-44

  7. A Community Detection Algorithm Based on Jaccard Similarity Label Propagation

    • Meng Wang, Xiaodong Cai, Yan Zeng, Xiaoxi Liang
    Pages 45-52

  8. A Robust Object Tracking Method Based on CamShift for UAV Videos

    • Chang Zhao, Jiabin Yuan, Huiting Zheng
    Pages 53-62

  9. Multi-output LSSVM-Based Forecasting Model for Mid-Term Interval Load Optimized by SOA and Fresh Degree Function

    • Huiting Zheng, Jiabin Yuan, Chang Zhao
    Pages 63-72

  10. A Potential-Based Density Estimation Method for Clustering Using Decision Graph

    • Huanqian Yan, Yonggang Lu, Li Li
    Pages 73-82

  11. Optimization of Grover’s Algorithm Simulation Based on Cloud Computing

    • Xuwei Tang, Juan Xu, Ye Zhou
    Pages 83-93

  12. 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

  13. Information Retrieval with Implicitly Temporal Queries

    • Jingjing Wang, Shengli Wu
    Pages 103-111

  14. On the Relations of Theoretical Foundations of Different Causal Inference Algorithms

    • Furui Liu, Laiwan Chan
    Pages 112-119

  15. SibStCNN and TBCNN + kNN-TED: New Models over Tree Structures for Source Code Classification

    • Anh Viet Phan, Minh Le Nguyen, Lam Thu Bui
    Pages 120-128

  16. A Community Detection Algorithm Based on Local Double Rings and Fireworks Algorithm

    • TianRen Ma, Zhengyou Xia
    Pages 129-135

  17. Cost Sensitive Matrix Factorization for Face Recognition

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

  18. Research of Dengue Fever Prediction in San Juan, Puerto Rico Based on a KNN Regression Model

    • Ying Jiang, Guohun Zhu, Ling Lin
    Pages 146-153

  19. Identification of Nonlinear System Based on Complex-Valued Flexible Neural Network

    • Lina Jia, Wei Zhang, Bin Yang
    Pages 154-162

  20. Research on the Method of Splitting Large Class Diagram Based on Multilevel Partitioning

    • JinShuai Li, XiaoFei Zhao, BaoShan Sun
    Pages 163-172
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  1. Intelligent Data Engineering and Automated Learning – IDEAL 2017

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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

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