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» Application of Fuzzy Rule Induction to Data Mining
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CORR
2008
Springer
216views Education» more  CORR 2008»
13 years 5 months ago
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem
In many fields where human understanding plays a crucial role, such as bioprocesses, the capacity of extracting knowledge from data is of critical importance. Within this framewor...
Sébastien Destercke, Serge Guillaume, Brigi...
KDD
1995
ACM
107views Data Mining» more  KDD 1995»
13 years 8 months ago
Fuzzy Interpretation of Induction Results
Xindong Wu, Petter Måhlén
JUCS
2008
160views more  JUCS 2008»
13 years 5 months ago
Automatic Construction of Fuzzy Rule Bases: a further Investigation into two Alternative Inductive Approaches
: The definition of the Fuzzy Rule Base is one of the most important and difficult tasks when designing Fuzzy Systems. This paper discusses the results of two different hybrid meth...
Marcos Evandro Cintra, Heloisa de Arruda Camargo, ...
EUSFLAT
2009
142views Fuzzy Logic» more  EUSFLAT 2009»
13 years 3 months ago
Multi-Dimensional Scaling applied to Hierarchical Rule Systems
Abstract-- This paper presents an approach for visualizing highdimensional fuzzy rules arranged in a hierarchy together with the training patterns they cover. A standard multi-dime...
Thomas R. Gabriel, Kilian Thiel, Michael R. Bertho...