361 search results - page 65 / 73 » MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm |
152
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EMNLP
2011
13 years 11 months ago
2011
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
108
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ICDE
2010
IEEE
15 years 3 months ago
2010
IEEE
Modern science is collecting massive amounts of data from sensors, instruments, and through computer simulation. It is widely believed that analysis of this data will hold the key ...
IPMI
2007
Springer
16 years 17 days ago
2007
Springer
This study evaluates a robust parametric modeling approach for computer-aided detection (CAD) of vertebrae column metastases in whole-body MRI. Our method involves constructing a m...
114
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NIPS
2003
15 years 1 months ago
2003
In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
107
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RECOMB
2004
Springer
16 years 1 days ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...