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作者:

Chen, Jianhui (Chen, Jianhui.) | Zhong, Ning (Zhong, Ning.)

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EI

摘要:

Aiming at the characteristics of human-thinking-centric studies, brain informatics (BI) emphasizes a systematic methodology, in which systematic brain data analysis is a key issue. In this paper, a multiagent system, namely, the global learning scheme for BI, is proposed to perform a data-brain driven process planning. Utilizing the obtained three types of mining workflows, a three-step analytical process can be carried out for multiaspect brain data analysis. The proposed work presents a practical approach toward the data-brain driven systematic brain data analysis. A scenario is provided to demonstrate the significance and usefulness of the proposed approach. © 2012 IEEE.

关键词:

Data handling Data mining Multi agent systems Process planning

作者机构:

  • [ 1 ] [Chen, Jianhui]International Web Intelligence Consortium (WIC) Institute, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Zhong, Ning]International Web Intelligence Consortium (WIC) Institute, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Zhong, Ning]Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi City 371-0816, Japan

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来源 :

IEEE Transactions on Systems, Man, and Cybernetics: Systems

ISSN: 1083-4427

年份: 2013

期: 1

卷: 43

页码: 222-228

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