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作者:

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

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摘要:

Aiming at the characteristics of human thinking centric studies, Brain Informatics (BI) adopts a multi-aspect data analysis approach for realizing systematic human brain data analysis. However, the existing expert-driven and individual capabilities based approach cannot realize a holistic multi-aspect brain data analysis because of the limitation of individual capabilities of researchers. In this paper, we propose a Data-Brain driven approach for multi-aspect mining process planning, by which various brain data and analytical methods in BI community can be dynamically integrated to get all of the possible mining workflows. This Data-Brain driven approach can reduce the dependency on individual capabilities and guide the holistic multi-aspect data analysis. © 2010 IEEE.

关键词:

Artificial intelligence Data handling Data mining

作者机构:

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

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年份: 2010

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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