© 2015

Proceedings of ELM-2014 Volume 2


  • Jiuwen Cao
  • Kezhi Mao
  • Erik Cambria
  • Zhihong Man
  • Kar-Ann Toh
Conference proceedings

Part of the Proceedings in Adaptation, Learning and Optimization book series (PALO, volume 4)

Table of contents

  1. Front Matter
    Pages 1-8
  2. Chang Liu, Fuchun Sun
    Pages 21-30
  3. Chunwei Yang, Huaping Liu, Shouyi Liao, Shicheng Wang
    Pages 31-40
  4. Liuyang Wang, Huaping Liu, Fuchun Sun
    Pages 41-50
  5. Xiangguo Zhao, Xin Bi, Guoren Wang, Chao Wang, Hongbo Yang
    Pages 51-60
  6. Zhifan Ye, Yuanlong Yu
    Pages 71-80
  7. Haigang Zhang, Yixin Yin, Sen Zhang, Changyin Sun
    Pages 95-104
  8. Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Zhenyu Chen
    Pages 105-113
  9. Ram Pal Singh, Neelam Dabas, Vikash Chaudhary, Nagendra
    Pages 115-124
  10. Yue Zhao, Guoren Wang, Ye Yuan
    Pages 135-144
  11. Zhenyu Chen, Yiqiang Chen, Lisha Hu, Shuangquan Wang, Xinlong Jiang
    Pages 161-168
  12. Ying Yin, Yuhai Zhao, Gang Sheng, Bin Zhang, Guoren Wang
    Pages 169-178
  13. Yefeng Shen, Yunliang Jiang, Weicong Liu, Yong Liu
    Pages 179-188
  14. Bin Wang, Xiaochun Yang, Guoren Wang
    Pages 189-198

About these proceedings


This book contains some selected papers from the International Conference on Extreme Learning Machine 2014, which was held in Singapore, December 8-10, 2014. This conference brought together the researchers and practitioners of Extreme Learning Machine (ELM) from a variety of fields to promote research and development of “learning without iterative tuning”.  The book covers theories, algorithms and applications of ELM. It gives the readers a glance of the most recent advances of ELM.



Big Data Analytics and Machine Learning ELM 2014 Extreme Learning Machines Intelligent Systems Multiagent Systems The International Conference on Extreme Learning Machines

Editors and affiliations

  • Jiuwen Cao
    • 1
  • Kezhi Mao
    • 2
  • Erik Cambria
    • 3
  • Zhihong Man
    • 4
  • Kar-Ann Toh
    • 5
  1. 1.Institute of Information and ControlHangzhou Dianzi UniversityZhejiangChina
  2. 2.School of Electrical and Electronic EngineeringNanyang Technological UniversitySingaporeSingapore
  3. 3.School of Computer EngineeringNanyang Technological UniversitySingaporeSingapore
  4. 4.Faculty of Engineering and Industrial SciencesSwinburne University of TechnologyHawthornAustralia
  5. 5.School of Electrical and Electronic EngineeringYonsei UniversitySeoulKorea, Republic of (South Korea)

Bibliographic information

  • Book Title Proceedings of ELM-2014 Volume 2
  • Book Subtitle Applications
  • Editors Jiuwen Cao
    Kezhi Mao
    Erik Cambria
    Zhihong Man
    Kar-Ann Toh
  • Series Title Proceedings in Adaptation, Learning and Optimization
  • Series Abbreviated Title Proceedings in Adaptation, Learning and Optimization
  • DOI
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Hardcover ISBN 978-3-319-14065-0
  • Softcover ISBN 978-3-319-36685-2
  • eBook ISBN 978-3-319-14066-7
  • Series ISSN 2363-6084
  • Series E-ISSN 2363-6092
  • Edition Number 1
  • Number of Pages VIII, 400
  • Number of Illustrations 157 b/w illustrations, 0 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
  • Buy this book on publisher's site