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KDD
2000
ACM
142views Data Mining» more  KDD 2000»
13 years 10 months ago
Automating exploratory data analysis for efficient data mining
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
Jonathan D. Becher, Pavel Berkhin, Edmund Freeman
GECCO
2006
Springer
145views Optimization» more  GECCO 2006»
13 years 10 months ago
Peptide data mining: from virtual design to knowledge extraction
Ignasi Belda, Ivan Traus, Susana Gordo, Teresa Tar...
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
14 years 7 months ago
Simultaneous optimization of complex mining tasks with a knowledgeable cache
With an increasing use of data mining tools and techniques, we envision that a Knowledge Discovery and Data Mining System (KDDMS) will have to support and optimize for the followi...
Ruoming Jin, Kaushik Sinha, Gagan Agrawal
KDD
1997
ACM
131views Data Mining» more  KDD 1997»
13 years 11 months ago
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach
An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a t...
Gediminas Adomavicius, Alexander Tuzhilin
HIPC
2009
Springer
13 years 4 months ago
Integrating and optimizing transactional memory in a data mining middleware
As the size of available datasets in various domains is growing rapidly, there is an increasing need for scaling data mining implementations. Coupled with the current trends in co...
Vignesh T. Ravi, Gagan Agrawal