711 search results - page 97 / 143 » Applying Support Vector Machines to Imbalanced Datasets |
108
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KDD
2003
ACM
16 years 6 days ago
2003
ACM
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...
CIBCB
2006
IEEE
15 years 5 months ago
2006
IEEE
— Microarray data analysis is notoriously challenging as it involves a huge number of genes compared to only a limited number of samples. Gene selection, to detect the most signi...
103
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SGAI
2004
Springer
15 years 5 months ago
2004
Springer
As the web expands exponentially, the need to put some order to its content becomes apparent. Hypertext categorization, that is the automatic classification of web documents into ...
129
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CBMS
2009
IEEE
15 years 3 months ago
2009
IEEE
This paper presents a medical image retrieval framework that uses visual concepts in a feature space employing statistical models built using a probabilistic multi-class support v...
100
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CIKM
2008
Springer
15 years 1 months ago
2008
Springer
Most approaches for protein interaction mining from biomedical texts use both lexical and syntactic features. However, the individual impact of these two kinds of features on the ...