42 search results - page 6 / 9 » Clustering Inside Classes Improves Performance of Linear Cla... |
SDM
2007
SIAM
15 years 3 months ago
2007
SIAM
Individuals show different cell classes when they are in the different stages of a disease, have different disease subtypes, or have different response to a treatment or envir...
BMCBI
2007
15 years 1 months ago
2007
Background: Support Vector Machines (SVMs) provide a powerful method for classification (supervised learning). Use of SVMs for clustering (unsupervised learning) is now being cons...
119
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ICPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Several domains such as sports, surgery, dance etc. are characterized by a significant influence of expertise of the performer on the motion pattern and style. The retrieval of ex...
ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Sparse representations of signals have received a great deal of attention in recent years, and the sparse representation classifier has very lately appeared in a speaker recogniti...
116
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BMCBI
2006
15 years 1 months ago
2006
Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...