1686 search results - page 86 / 338 » Machine Learning in Medical Applications |
144
Voted
AAAI
2008
15 years 6 months ago
2008
Multiple instance learning (MIL) is a branch of machine learning that attempts to learn information from bags of instances. Many real-world applications such as localized content-...
129
Voted
JMLR
2008
15 years 3 months ago
2008
Due to its wide applicability, the problem of semi-supervised classification is attracting increasing attention in machine learning. Semi-Supervised Support Vector Machines (S3VMs...
120
Voted
BIBE
2003
IEEE
15 years 9 months ago
2003
IEEE
Contact map prediction is of great interest for its application in fold recognition and protein 3D structure determination. In this paper we present a contact-map prediction algor...
129
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HAIS
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. Protein membership prediction is a fundamental task to retrieve information for unknown or unidentified sequences. When support vector machines (SVMs) are associated with...
109
Voted
FLAIRS
2003
15 years 5 months ago
2003
Support vector machines (SVMs) are regularly used for classification of unbalanced data by weighting more heavily the error contribution from the rare class. This heuristic techn...