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PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
14 years 3 months ago
A Framework for Incorporating Class Priors into Discriminative Classification
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
Rong Jin, Yi Liu
PKDD
2010
Springer
169views Data Mining» more  PKDD 2010»
13 years 8 months ago
Classification with Sums of Separable Functions
Abstract. We present a novel approach for classification using a discretised function representation which is independent of the data locations. We construct the classifier as a su...
Jochen Garcke
KDD
2002
ACM
184views Data Mining» more  KDD 2002»
14 years 10 months ago
Associative Classifiers for Medical Images
This paper presents two classification systems for medical images based on association rule mining. The system we propose consists of: a pre-processing phase, a phase for mining th...
Alexandru Coman, Maria-Luiza Antonie, Osmar R. Za&...
PKDD
2007
Springer
113views Data Mining» more  PKDD 2007»
14 years 4 months ago
Statistical Model for Rough Set Approach to Multicriteria Classification
Krzysztof Dembczynski, Salvatore Greco, Wojciech K...