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Proceedings of ELM-2014 Volume 2

Applications

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

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
  15. Yuan Lan, Xiaoyan Xiong, Xiaohong Han, Jiahai Huang
    Pages 209-222
  16. Baojun Zhao, Shuigen Wang, Chenwei Deng, Guang-Bin Huang, Baoxian Wang
    Pages 223-232
  17. Wendong Xiao, Yingjie Lu, Jian Cui, Lianying Ji
    Pages 253-265
  18. Xin Bi, Xiangguo Zhao, Guoren Wang, Zhen Zhang, Shuang Chen
    Pages 279-288
  19. Borja Ayerdi, Manuel Graña
    Pages 289-297
  20. Lijuan Duan, Bin Yuan, Chunpeng Wu, Jian Li, Qingshuan Guo
    Pages 299-307
  21. Tan Xiao, Chao Zhang, Hongbin Zha, Fangyun Wei
    Pages 309-319
  22. Zixiaofan Yang, Qiong Wu, Cyril Leung, Chunyan Miao
    Pages 331-341
  23. Hongming Zhou, Yeng Chai Soh, Chaoyang Jiang, Wenjian Cai
    Pages 357-367
  24. Yunfeng Liang, Zhiping Lin, Jun Gu, Wee Ser, Feng Lin, Evelyn Yuxin Tay et al.
    Pages 369-377
  25. Tianchi Liu, Yan Yang, Guang-Bin Huang, Zhiping Lin
    Pages 379-387
  26. Yan Yang, Haoqi Sun, Tianchi Liu, Guang-Bin Huang, Olga Sourina
    Pages 389-398
  27. Back Matter
    Pages 399-400

About these proceedings

Introduction

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.

 

Keywords

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

  • DOI https://doi.org/10.1007/978-3-319-14066-7
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-14065-0
  • Online ISBN 978-3-319-14066-7
  • Series Print ISSN 2363-6084
  • Series Online ISSN 2363-6092
  • Buy this book on publisher's site