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» Rough Sets and Three-Way Decisions
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GRC
2005
IEEE
14 years 3 months ago
Discovering and ranking important rules
— Decision rules generated from reducts can fully describe a data set. We introduce a new method of evaluating rules by taking advantage of rough sets theory. We consider rules g...
Jiye Li, Nick Cercone
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
14 years 1 months ago
On Efficient Construction of Decision Trees from Large Databases
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
Hung Son Nguyen
PREMI
2005
Springer
14 years 3 months ago
Parallel Island Model for Attribute Reduction
Abstract. We develop a framework for parallel computation of the optimal rough set decision reducts from data. We adapt the island model for evolutionary computing. The idea is to ...
Mohammad M. Rahman, Dominik Slezak, Jakub Wroblews...
ISCAS
2005
IEEE
112views Hardware» more  ISCAS 2005»
14 years 3 months ago
Baseball event detection using game-specific feature sets and rules
—A framework for scrutinizing baseball videos is proposed. By applying the well-defined baseball rules, this work exactly identifies what happens in a game rather than roughly fi...
Chih-Hao Liang, Wei-Ta Chu, Jin-Hau Kuo, Ja-Ling W...
ADVIS
2004
Springer
14 years 3 months ago
Multiple Sets of Rules for Text Categorization
An important issue in text mining is how to make use of multiple pieces knowledge discovered to improve future decisions. In this paper, we propose a new approach to combining mult...
Yaxin Bi, Terry J. Anderson, Sally I. McClean