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Brain Informatics

12th International Conference, BI 2019, Haikou, China, December 13–15, 2019, Proceedings

  • Peipeng Liang
  • Vinod Goel
  • Chunlei Shan
Conference proceedings BI 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11976)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11976)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter
      Pages 1-1
    2. Guodong Liang, Xiangmin Xu, Zicong Zheng, Xiaojie Xing, Jianxiong Guo
      Pages 3-12
    3. L. F. Velasquez-Martinez, D. Luna-Naranjo, D. Cárdenas-Peña, C. D. Acosta-Medina, G. A. Castaño, G. Castellanos-Dominguez
      Pages 13-20
    4. L. F. Velasquez-Martinez, F. Arteaga, G. Castellanos-Dominguez
      Pages 21-28
    5. Dor Mizrahi, Ilan Laufer, Inon Zuckerman
      Pages 29-38
    6. Haolan Zhang, Qixin Zhao, Sanghyuk Lee, Margaret G. Dowens
      Pages 39-47
  3. Human Information Processing Systems

    1. Front Matter
      Pages 49-49
    2. Xiaofei Zhang, Yang Yang, Ruohao Liu, Ning Zhong
      Pages 51-61
    3. Xiang He, Xiaofei Zhang, Yang Yang, Ting Wu, Ning Zhong
      Pages 62-71
    4. Dipankar Niranjan, Petri Toiviainen, Elvira Brattico, Vinoo Alluri
      Pages 82-91
  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter
      Pages 93-93
    2. Furong Xu, Ke Liu, Xin Deng, Guoyin Wang
      Pages 95-104
    3. Manan Binth Taj Noor, Nusrat Zerin Zenia, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun
      Pages 115-125
    4. Lulu Hu, Qiang Yang, Hui Gao, Zhonglin Li, Haibing Bu, Bin Yan et al.
      Pages 126-135
    5. Hafsa Moontari Ali, M. Shamim Kaiser, Mufti Mahmud
      Pages 136-146
  5. Informatics Paradigms for Brain and Mental Health Research

    1. Front Matter
      Pages 147-147
    2. Thuan Pham, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou, Raj Gururajan
      Pages 159-168
    3. Hongzhi Kuai, Yang Yang, Jianhui Chen, Xiaofei Zhang, Jianzhuo Yan, Ning Zhong
      Pages 169-178
    4. Saad Alqithami, Musaad Alzahrani, Abdulkareem Alzahrani, Ahmed Mostafa
      Pages 179-188
    5. Emil Vega-Gualán, Andrés Vargas, Miguel Becerra, Ana Umaquinga, Jaime A. Riascos, Diego Peluffo
      Pages 189-198
  6. Brain-Machine Intelligence and Brain-Inspired Computing

    1. Front Matter
      Pages 199-199
    2. Meriem Romaissa Boubakeur, Guoyin Wang, Ke Liu, Karima Benatchba
      Pages 201-211
    3. Ruohao Liu, Ning Zhong, Xiaofei Zhang, Yang Yang, Jiajin Huang
      Pages 220-230
  7. Special Session on Computational Social Analysis for Mental Health

    1. Front Matter
      Pages 231-231
    2. Jianzhuo Yan, Xiaoxue Du, Yongchuan Yu, Hongxia Xu
      Pages 233-243
    3. Tianning Li, Prashanth Sivakumar, Xiaohui Tao
      Pages 244-253
    4. Bo Song, Marilia Menezes de Oliveira, Shuaifang Wang, Yan Li, Peng Wen, Tony Ahfock
      Pages 254-264
    5. Brendan Lys, Xiaohui Tao, Tony Machin, Ji Zhang, Ning Zhong
      Pages 265-272
  8. Back Matter
    Pages 273-274

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 12th International Conference on Brain Informatics, BI 2019, held in Haikou, China, in December 2019.

The 26 revised full papers were carefully reviewed and selected from 36 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; human information processing systems; brain big data analysis, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing. Also included is a special session on computational social analysis for mental health.

Keywords

artificial intelligence brain computer interface classification clustering computer networks data mining eeg signals image processing information retrieval interfaces (computer) machine learning techniques neuroimaging principal component analysis routing algorithms signal processing Support Vector Machines (SVM) wavelet transforms

Editors and affiliations

  • Peipeng Liang
    • 1
  • Vinod Goel
    • 2
  • Chunlei Shan
    • 3
  1. 1.Capital Normal UniversityBeijingChina
  2. 2.York UniversityTorontoCanada
  3. 3.Shanghai University of Traditional Chinese MedicineShanghaiChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-37078-7
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-37077-0
  • Online ISBN 978-3-030-37078-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site