Fuzzy classification

Fuzzy classification is the process of grouping elements into a fuzzy set whose membership function is defined by the truth value of a fuzzy… (More)
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Highly Cited
2003
Highly Cited
2003
The automatic design of fuzzy rule-based classification systems based on labeled data is considered. It is recognized that both… (More)
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Highly Cited
2003
Highly Cited
2003
In this paper, we present an object-based approach for urban land cover classification from high-resolution multispectral image… (More)
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Highly Cited
2003
Highly Cited
2003
Data mining techniques can be used to discover useful patterns by exploring and analyzing data, so, it is feasible to incorporate… (More)
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Highly Cited
1999
Highly Cited
1999
For many application problems classifiers can be used to support a decision making process. In some domains-in areas like… (More)
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Highly Cited
1999
Highly Cited
1999
ÐA fuzzy decision tree is constructed by allowing the possibility of partial membership of a point in the nodes that make up the… (More)
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Highly Cited
1997
Highly Cited
1997
This paper proposes various methods for constructing a compact fuzzy classification system consisting of a small number of… (More)
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Highly Cited
1996
Highly Cited
1996
Fuzzy classification systems based on fuzzy logic are capable of dealing with cognitive uncertainties such as vagueness and… (More)
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Highly Cited
1995
Highly Cited
1995
This paper proposes a genetic-algorithm-based method for selecting a small number of significant fuzzy if-then rules to construct… (More)
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Highly Cited
1994
Highly Cited
1994
This paper proposes a genetic-algorithm-based approach to the construction of fuzzy classification systems with rectangular fuzzy… (More)
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Highly Cited
1992
Highly Cited
1992
A fuzzy neural network model based on the multilayer perceptron, using the backpropagation algorithm, and capable of fuzzy… (More)
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