Multiagent framework for bio-data mining

Yang, Pengyi, Tao, Li, Xu, Liang and Zhang, Zili 2009, Multiagent framework for bio-data mining, Lecture notes in computer science, vol. 5589, pp. 200-207, doi: 10.1007/978-3-642-02962-2.

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Title Multiagent framework for bio-data mining
Author(s) Yang, Pengyi
Tao, Li
Xu, Liang
Zhang, ZiliORCID iD for Zhang, Zili
Journal name Lecture notes in computer science
Volume number 5589
Start page 200
End page 207
Total pages 8
Publisher Springer
Place of publication Heidelberg, Germany
Publication date 2009
ISSN 0302-9743
Summary This paper proposes to apply multiagent based data mining technologies to biological data analysis. The rationale is justified from multiple perspectives with an emphasis on biological context. Followed by that, an initial multiagent based bio-data mining framework is presented. Based on the framework, we developed a prototype system to demonstrate how it helps the biologists to perform a comprehensive mining task for answering biological questions. The system offers a new way to reuse biological datasets and available data mining algorithms with ease.
Language eng
DOI 10.1007/978-3-642-02962-2
Field of Research 080101 Adaptive Agents and Intelligent Robotics
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category C1 Refereed article in a scholarly journal
Copyright notice ©2009, Springer-Verlag Berlin Heidelberg
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