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PKDD
1999
Springer
103views Data Mining» more  PKDD 1999»
14 years 2 months ago
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction
Abstract. We describe EDRL-MD, an evolutionary algorithm-based system, for learning decision rules from databases. The main novelty of our approach lies in dealing with continuous ...
Wojciech Kwedlo, Marek Kretowski
DKE
2007
89views more  DKE 2007»
13 years 9 months ago
The effect of threshold values on association rule based classification accuracy
Classification Association Rule Mining (CARM) systems operate by applying an Association Rule Mining (ARM) method to obtain classification rules from a training set of previousl...
Frans Coenen, Paul H. Leng
PVLDB
2010
129views more  PVLDB 2010»
13 years 8 months ago
Entity Resolution with Evolving Rules
Entity resolution (ER) identifies database records that refer to the same real world entity. In practice, ER is not a one-time process, but is constantly improved as the data, sc...
Steven Whang, Hector Garcia-Molina
CIA
1997
Springer
14 years 2 months ago
Result Sharing Among Agents Using Reactive Rules
This paper critically analyse the use of active databases as an enabling technology for result sharing as defined in the DAI literature. In particular, we demostrate how ECA (Even...
Mikael Berndtsson, Sharma Chakravarthy, Brian Ling...
EUSFLAT
2001
115views Fuzzy Logic» more  EUSFLAT 2001»
13 years 11 months ago
A cooperative coevolutionary algorithm for jointly learning fuzzy rule bases and membership functions
When a whole knowledge base must be derived for a fuzzy rule-based system, learning methods usually address this task with two or more sequential stages by separately designing ea...
Jorge Casillas, Oscar Cordón, Francisco Her...