A fuzzy rough sets classifier for database mining

International Journal of Smart Engineering System Design

Volumn 4, Issue 2, 2002, Pages 107-114

  Hashemi, Ray R ^a   Choobineh, F Fred ^b  

^a University of Arkansas   (United States)

^b UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Classifier; Database mining; Fuzzy sets; Reduct; Rough sets; Rule extraction

Indexed keywords

ALGORITHMS; FUZZY SETS; RELATIONAL DATABASE SYSTEMS; ROUGH SET THEORY; STATISTICAL METHODS;

FUZZY ROUGH SET (FRS) CLASSIFIERS;

DATA MINING;

EID: 0036529671     PISSN: 10255818     EISSN: None     Source Type: Journal    
DOI: 10.1080/10255810212401     Document Type: Article

References (21)

1. Classification and rule induction using rough set theory
2. Rough classification
3. Knowledge acquisition under uncertainty: A rough set approach
4. An attribute-oriented rough set approach for knowledge discovery in databases
5. Rough concept analysis
6. A study to evaluate the rough set theory and the learning vector quantization neural network paradigm using bayesian probability theory
7. The state of rough sets for database mining applications
8. The feature selection problem: Traditional methods and a new algorithm
9. Rough classification with valued closeness relation
10. Knowledge discovery as a search for classifications
11. Inductive learning from examples: A rough sets approach
12. Neighborhoods systems: A mathematical structure for information granulation
13. Neighborhood based information systems
14. A decision theoretic framework for approximating concepts
15. Learning efficient classification procedures and their application to chess endgames
16. A relational database approach to negotiation support: The alpha-distance join
17. Developmental toxicity risk assessment: A rough sets approach
18. Comparison of the probabilistic, approximate classification and the fuzzy set model
19. A fusion of rough sets, modified rough sets, and genetic algorithms for hybrid diagnostic systems