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Intelligence Science and Big Data Engineering

8th International Conference, IScIDE 2018, Lanzhou, China, August 18–19, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Yuxin Peng

    1. Peking University, Beijing, China

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  2. Kai Yu

    1. Shanghai Jiao Tong University, Shanghai, China

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  3. Jiwen Lu

    1. Tsinghua University, Beijing, China

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  4. Xingpeng Jiang

    1. Central China Normal University, Wuhan, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11266)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: IScIDE 2018.

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Table of contents (59 papers)

  1. Front Matter

    Pages I-XVIII
    Download chapter PDF

  2. Robots and Intelligent System

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Application of Ant Colony Algorithm Based on Monopoly and Competition Idea in QoS Routing

      • Yongsheng Li, Yong Huang, Shibin Xuan, Liangdong Qu
      Pages 3-11

    3. Graph Based RRT Optimization for Autonomous Mobile Robots

      • Wilbert G. Aguilar, David S. Sandoval, Jessica Caballeros, Leandro G. Alvarez, Alex Limaico, Guillermo A. Rodríguez et al.
      Pages 12-21

    4. Visual Based Autonomous Navigation for Legged Robots

      • David Segarra, Jessica Caballeros, Wilbert G. Aguilar
      Pages 22-34

    5. An Environment-Adaptation Based Binaural Localization Method

      • Tao Song, Jing Chen
      Pages 35-43

    6. Towards Efficient Lesion Localization Based on Template Occlusion Strategy in Intelligent Diagnosis

      • Yan He, Kehua Guo, Ruifang Zhang, Jialun Li, Wei Liu
      Pages 44-56

    7. A Service Agents Division Method Based on Semantic Negotiation of Concepts

      • Sheping Zhai, Zhaozhao Li, Hongyu Duan, Shan Gao
      Pages 57-67

    8. Network Traffic Generator Based on Distributed Agent for Large-Scale Network Emulation Environment

      • Xiao-hui Kuang, Jin Li, Fei Xu
      Pages 68-79

  3. Statistics and Learning

    1. Front Matter

      Pages 81-81
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    2. Optimization of Hypergraph Based News Recommendation by Binary Decision Tree

      • Wanrong Gu, Xianfen Xie, Yijun Mao, Yichen He
      Pages 83-101

    3. A Continuous Method for Graph Matching Based on Continuation

      • Xu Yang, Zhi-Yong Liu, Hong Qiao
      Pages 102-110

    4. Finding Overlapping Communities by Increasing the Determinacy of SLPA in Complex Networks

      • Jingyi Zhang, Zhixin Ma, Qijuan Sun, Jun Yan, Xiao Zhang, Mengjia Shen
      Pages 111-122

    5. Learning Semantic Double-Autoencoder with Attribute Constraint for Zero-Shot Recognition

      • Kun Wang, Songsong Wu, Yufeng Qiu, Fei Wu, Xiaoyuan Jing
      Pages 123-134

    6. Zero-Shot Leaning with Manifold Embedding

      • Yun-long Yu, Zhong Ji, Yan-wei Pang
      Pages 135-147

    7. Attribute Value Matching with Limited Budget

      • Fengfeng Fan, Zhanhuai Li, Qun Chen
      Pages 148-157

    8. Moth-Flame Optimization Algorithm Based on Adaptive Weight and Simulated Annealing

      • Qiang Zhang, Li Liu, Chengfei Li, Fan Jiang
      Pages 158-167

    9. An Improved DNA Genetic Algorithm Based on Cell-Like P System with Dynamic Membrane Structure

      • Wenqian Zhang, Wenke Zang
      Pages 168-177

    10. Efficiency Ranking via Combining DEA Evaluation and Bayesian Prediction for Logistics Enterprises

      • Chenglong Cao, Xiaoling Zhu
      Pages 178-188

    11. A Brief Survey of Dimension Reduction

      • Li Song, Hongbin Ma, Mei Wu, Zilong Zhou, Mengyin Fu
      Pages 189-200
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Other volumes

  1. Intelligence Science and Big Data Engineering

Keywords

About this book

This book constitutes the proceedings of the 8th International Conference on Intelligence Science and Big Data
Engineering, IScIDE 2018, held in Lanzhou, China, in August 2018.
The  59 full papers presented in this book were carefully reviewed and selected from 121 submissions.
They are grouped in topical sections on robots and intelligent systems; statistics and learning; deep learning; objects and language; classification and clustering; imaging; and biomedical signal processing.​

Editors and Affiliations

  • Peking University, Beijing, China

    Yuxin Peng

  • Shanghai Jiao Tong University, Shanghai, China

    Kai Yu

  • Tsinghua University, Beijing, China

    Jiwen Lu

  • Central China Normal University, Wuhan, China

    Xingpeng Jiang

Bibliographic Information

  • Book Title: Intelligence Science and Big Data Engineering

  • Book Subtitle: 8th International Conference, IScIDE 2018, Lanzhou, China, August 18–19, 2018, Revised Selected Papers

  • Editors: Yuxin Peng, Kai Yu, Jiwen Lu, Xingpeng Jiang

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-02698-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-02697-4Published: 09 November 2018

  • eBook ISBN: 978-3-030-02698-1Published: 08 November 2018

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVIII, 685

  • Number of Illustrations: 89 b/w illustrations, 204 illustrations in colour

  • Topics: Image Processing and Computer Vision, Artificial Intelligence, Data Mining and Knowledge Discovery

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