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124
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INCDM
2010
Springer
166views Data Mining» more  INCDM 2010»
15 years 13 days ago
Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images
In this paper we report on a study on feature selection within the minimum
Benjamin Auffarth, Maite López, Jesú...
BMCBI
2006
94views more  BMCBI 2006»
15 years 2 months ago
Noise-injected neural networks show promise for use on small-sample expression data
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
130
Voted
ICDM
2008
IEEE
164views Data Mining» more  ICDM 2008»
15 years 9 months ago
Classifying High-Dimensional Text and Web Data Using Very Short Patterns
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
Hassan H. Malik, John R. Kender
SDM
2009
SIAM
107views Data Mining» more  SDM 2009»
15 years 11 months ago
A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.
Bo Chen, Ivor Tsang, Tak-Lam Wong, Wai Lam
PKDD
2005
Springer
108views Data Mining» more  PKDD 2005»
15 years 8 months ago
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification
Dimitrios Mavroeidis, George Tsatsaronis, Michalis...