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IJAR
2002
58views more  IJAR 2002»
13 years 10 months ago
Some relationships between fuzzy and random set-based classifiers and models
Luciano Sánchez, Jorge Casillas, Oscar Cord...
CSDA
2006
122views more  CSDA 2006»
13 years 11 months ago
The fuzzy approach to statistical analysis
For the last decades, research studies have been developed in which a coalition of Fuzzy Sets Theory and Statistics has been established with different purposes. These namely are:...
Renato Coppi, María Angeles Gil, Henk A. L....
DATAMINE
2006
157views more  DATAMINE 2006»
13 years 11 months ago
Data Clustering with Partial Supervision
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
Abdelhamid Bouchachia, Witold Pedrycz
COLT
1992
Springer
14 years 3 months ago
Learning Switching Concepts
We consider learning in situations where the function used to classify examples may switch back and forth between a small number of different concepts during the course of learnin...
Avrim Blum, Prasad Chalasani
JMLR
2008
168views more  JMLR 2008»
13 years 11 months ago
Max-margin Classification of Data with Absent Features
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbe...