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FLAIRS
2001

Views: Fundamental Building Blocks in the Process of Knowledge Discovery

14 years 27 days ago
Views: Fundamental Building Blocks in the Process of Knowledge Discovery
We present a novel approach to describe the knowledge discovery process, focusing on a generalized form of attribute called view. It is observed that the process of knowledge discovery can, in fact, be modeled as the design, generation, use, and evaluation of views, asserting that views are the fundamental building blocks in the discovery process. We realize these concepts as an object oriented class library and conduct computational knowledge discovery experiments on biological data, namely the characterization of N-terminal protein sorting signals, yielding significant results.
Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Ke
Added 31 Oct 2010
Updated 31 Oct 2010
Type Conference
Year 2001
Where FLAIRS
Authors Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Kenta Nakai, Satoru Miyano
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