1863 search results - page 265 / 373 » A supervised learning approach for imbalanced data sets |
135
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ICPR
2002
IEEE
16 years 5 months ago
2002
IEEE
A heretofore unsolved problem of great archaeological importance is the automatic assembly of pots made on a wheel from the hundreds (or thousands) of sherds found at an excavatio...
175
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JMLR
2011
14 years 11 months ago
2011
We propose a framework MIC (Multiple Inclusion Criterion) for learning sparse models based on the information theoretic Minimum Description Length (MDL) principle. MIC provides an...
156
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
The Support Vector Machine (SVM) methodology is an effective, supervised, machine learning method that gives stateof-the-art performance for brain state classification from funct...
117
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RECOMB
2008
Springer
16 years 5 months ago
2008
Springer
Protein interactions and complexes are major components of biological systems. Recent genome-wide applications of tandem affinity purification (TAP) in yeast have increased signifi...
127
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ICASSP
2010
IEEE
15 years 4 months ago
2010
IEEE
This paper addresses the problem of discriminative training of language models that does not require any transcribed acoustic data. We propose to minimize the conditional entropy ...