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作者:

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

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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.

关键词:

domain-driven data mining data-brain Brain informatics (BI) process planning

作者机构:

  • [ 1 ] [Chen, Jianhui]Beijing Univ Technol, Int Web Intelligence Consortium WIC Inst, Beijing 100124, Peoples R China
  • [ 2 ] [Zhong, Ning]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 3 ] [Zhong, Ning]Maebashi Inst Technol, Dept Life Sci & Informat, Maebashi, Gunma 3710816, Japan

通讯作者信息:

  • [Chen, Jianhui]Beijing Univ Technol, Int Web Intelligence Consortium WIC Inst, Beijing 100124, Peoples R China

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来源 :

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS

ISSN: 2168-2216

年份: 2013

期: 1

卷: 43

页码: 222-228

8 . 7 0 0

JCR@2022

ESI学科: ENGINEERING;

JCR分区:1

中科院分区:2

被引次数:

WoS核心集被引频次: 9

SCOPUS被引频次: 9

ESI高被引论文在榜: 0 展开所有

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