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EUSFLAT
2003
129views Fuzzy Logic» more  EUSFLAT 2003»
14 years 16 days ago
Application of f-regression method to fuzzy classification problem
In regression analysis, outliers always represent difficulties because they cause modeling errors. But under certain circumstances, they can actually contain useful information, as...
Boris Izyumov
FSS
2008
134views more  FSS 2008»
13 years 11 months ago
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets
In the field of classification problems, we often encounter classes with a very different percentage of patterns between them, classes with a high pattern percentage and classes w...
Alberto Fernández, Salvador García, ...
EUSFLAT
2009
679views Fuzzy Logic» more  EUSFLAT 2009»
13 years 9 months ago
Combining Wavelets and Computational Intelligence Methods with Applications on Multi-class Classification Datasets
In this paper, we propose a novel algorithm for wavelet feature extraction as input to a supervised Multi-Class Classifier to improve classification performance. In particular, to ...
Carlos Campos Bracho
PARMA
2004
174views Database» more  PARMA 2004»
14 years 16 days ago
Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems
The purpose of this paper is to study the problem of pattern classification as this is presented in the context of data mining. Among the various approaches we focus on the use of ...
Nikos Pelekis, Babis Theodoulidis, Ioannis Kopanak...
ENGL
2007
109views more  ENGL 2007»
13 years 11 months ago
Fuzzy Measures Acquisition Methods
- Fuzzy measures are monotonic set functions used for modelling strength of coalition of criteria in multicriteria decision-making. However, the practical application of fuzzy meas...
Amol Wagholikar, Peter Deer