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» Challenges for knowledge discovery in biology
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DEXAW
2005
IEEE
189views Database» more  DEXAW 2005»
13 years 11 months ago
Knowledge Management Challenges in Knowledge Discovery Systems
Current knowledge discovery systems are armed with many data mining techniques that can be potentially applied to a new problem. However, a system faces a challenge of selecting t...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
APBC
2006
181views Bioinformatics» more  APBC 2006»
13 years 7 months ago
Analyzing Inconsistency Toward Enhancing Integration of Biological Molecular Databases
: The rapid growth of biological databases not only provides biologists with abundant data but also presents a big challenge in relation to the analysis of data. Many data analysis...
Yi-Ping Phoebe Chen, Qingfeng Chen
CSB
2003
IEEE
135views Bioinformatics» more  CSB 2003»
13 years 10 months ago
Stepping Up the Pace of Discovery: the Genomes to Life Program
Genomes to Life (GTL), the U.S. Department of Energy Office of Science’s systems biology program, focuses on environmental microbiology. Over the next 10 to 20 years, GTL’s ke...
Marvin Frazier, David Thomassen, Aristides Patrino...
FLAIRS
2001
13 years 6 months 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 disc...
Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Ke...
PREMI
2007
Springer
13 years 11 months ago
Discovery of Process Models from Data and Domain Knowledge: A Rough-Granular Approach
The rapid expansion of the Internet has resulted not only in the ever-growing amount of data stored therein, but also in the burgeoning complexity of the concepts and phenomena per...
Andrzej Skowron