1950 search results - page 173 / 390 » Informative sampling for large unbalanced data sets |
163
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BMCBI
2006
15 years 3 months ago
2006
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
216
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ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
Remote sensing image databases are the fastest growing archives of spatial information. However, we still have a limited capacity for extracting information from large remote sens...
121
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Abstract--Analysing Online Social Networks (OSN), voluntarily maintained and automatically exploitable databases of electronic personal information, promises a wealth of insight in...
139
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UAI
1996
15 years 5 months ago
1996
We extend the Bayesian Information Criterion (BIC), an asymptotic approximation for the marginal likelihood, to Bayesian networks with hidden variables. This approximation can be ...
158
Voted
BMCBI
2004
15 years 3 months ago
2004
Background: Microarray studies in cancer compare expression levels between two or more sample groups on thousands of genes. Data analysis follows a population-level approach (e.g....