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» Unsupervised Feature Selection Using Feature Similarity
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TCSV
2010
14 years 9 months ago
Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection
In this letter, we propose a clustering model that efficiently mitigates image and video under/over-segmentation by combining generalized Gaussian mixture modeling and feature sele...
Mohand Saïd Allili, Djemel Ziou, Nizar Bougui...
88
Voted
KDD
2000
ACM
97views Data Mining» more  KDD 2000»
15 years 5 months ago
Feature selection in unsupervised learning via evolutionary search
YongSeog Kim, W. Nick Street, Filippo Menczer
BIOINFORMATICS
2007
93views more  BIOINFORMATICS 2007»
15 years 2 months ago
Unsupervised feature selection under perturbations: meeting the challenges of biological data
Roy Varshavsky, Assaf Gottlieb, David Horn, Michal...
123
Voted
COLING
2008
15 years 3 months ago
The Choice of Features for Classification of Verbs in Biomedical Texts
We conduct large-scale experiments to investigate optimal features for classification of verbs in biomedical texts. We introduce a range of feature sets and associated extraction ...
Anna Korhonen, Yuval Krymolowski, Nigel Collier