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BMCBI
2010
190views more  BMCBI 2010»
15 years 22 days ago
Sample size and statistical power considerations in high-dimensionality data settings: a comparative study of classification alg
Background: Data generated using `omics' technologies are characterized by high dimensionality, where the number of features measured per subject vastly exceeds the number of...
Yu Guo, Armin Graber, Robert N. McBurney, Raji Bal...
ISMIR
2004
Springer
156views Music» more  ISMIR 2004»
15 years 6 months ago
Artist Classification with Web-Based Data
Manifold approaches exist for organization of music by genre and/or style. In this paper we propose the use of text categorization techniques to classify artists present on the In...
Peter Knees, Elias Pampalk, Gerhard Widmer
117
Voted
EUROGP
2004
Springer
133views Optimization» more  EUROGP 2004»
15 years 6 months ago
Lymphoma Cancer Classification Using Genetic Programming with SNR Features
Lymphoma cancer classification with DNA microarray data is one of important problems in bioinformatics. Many machine learning techniques have been applied to the problem and produc...
Jin-Hyuk Hong, Sung-Bae Cho
71
Voted
ICIAP
2009
ACM
16 years 1 months ago
Shape-Based Classification of 3D Head Data
Craniofacial disorders are one of the most common category of birth defects worldwide, and are an important topic of biomedical research. In order to better understand these disord...
Linda G. Shapiro, Katarzyna Wilamowska, Indriyati ...
GCB
2005
Springer
74views Biometrics» more  GCB 2005»
15 years 6 months ago
Exploiting scale-free information from expression data for cancer classification
: In most studies concerning expression data analyses information on the variability of gene intensity across samples is usually exploited. This information is sensitive to initial...
Alexey V. Antonov, Igor V. Tetko, Denis Kosykh, Di...