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» Topological-based classification using artificial gene netwo...
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149
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KDD
2004
ACM
302views Data Mining» more  KDD 2004»
16 years 4 months ago
Redundancy based feature selection for microarray data
In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
Lei Yu, Huan Liu
127
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BMCBI
2008
179views more  BMCBI 2008»
15 years 3 months ago
Building pathway clusters from Random Forests classification using class votes
Background: Recent years have seen the development of various pathway-based methods for the analysis of microarray gene expression data. These approaches have the potential to bri...
Herbert Pang, Hongyu Zhao
115
Voted
ENGL
2007
71views more  ENGL 2007»
15 years 3 months ago
Inductive Classifying Artificial Network for Fly Ash Type Categorization
Nowadays, fly ash is a common ingredient of concrete and may constitute up to 50% by weight of the total binder material. Incorporation of fly ash in Portland-cement concrete is hi...
M. C. Nataraja, M. A. Jayaram, C. N. Ravikumar
105
Voted
IJCNN
2008
IEEE
15 years 10 months ago
Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data
Rui Xu, Steven Damelin, Donald C. Wunsch
162
Voted
IJAR
2006
133views more  IJAR 2006»
15 years 3 months ago
Extraction of similarity based fuzzy rules from artificial neural networks
A method to extract a fuzzy rule based system from a trained artificial neural network for classification is presented. The fuzzy system obtained is equivalent to the correspondin...
Carlos Javier Mantas, José Manuel Puche, J....