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» Mining Approximative Descriptions of Sets Using Rough Sets
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ISMVL
2009
IEEE
161views Hardware» more  ISMVL 2009»
13 years 11 months ago
Mining Approximative Descriptions of Sets Using Rough Sets
Using concepts from rough set theory we investigate the existence of approximative descriptions of collections of objects that can be extracted from data sets, a problem of intere...
Dan A. Simovici, Selim Mimaroglu
TSDM
2000
151views Data Mining» more  TSDM 2000»
13 years 8 months ago
Rough Sets in Spatio-temporal Data Mining
In this paper I define spatio-temporal regions as pairs consisting of a spatial and a temporal component and I define topological relations between them. Using the notion of rough ...
Thomas Bittner
ISCI
1998
139views more  ISCI 1998»
13 years 4 months ago
A Rough Set Approach to Attribute Generalization in Data Mining
This paper presents a method for updating approximations of a concept incrementally. The results can be used to implement a quasi-incremental algorithm for learning classification...
Chien-Chung Chan
AI
1998
Springer
13 years 4 months ago
Uncertainty Measures of Rough Set Prediction
The main statistics used in rough set data analysis, the approximation quality, is of limited value when there is a choice of competing models for predicting a decision variable. ...
Ivo Düntsch, Günther Gediga
KDD
1995
ACM
102views Data Mining» more  KDD 1995»
13 years 8 months ago
Exploiting Upper Approximation in the Rough Set Methodology
Jitender S. Deogun, Vijay V. Raghavan, Hayri Sever