7530 search results - page 175 / 1506 » Machine learning in bioinformatics |
163
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ISMIR
2004
Springer
15 years 11 months ago
2004
Springer
In this paper, we investigate the impact of machine learning algorithms in the development of automatic music classification models aiming to capture genres distinctions. The stu...
196
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ICMLC
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
184
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ICDM
2005
IEEE
16 years 20 hour ago
2005
IEEE
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...
188
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ICMCS
2005
IEEE
16 years 13 hour ago
2005
IEEE
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. In this paper, we propose an approach based on On...
172
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JMLR
2010
15 years 1 months ago
2010
Recent research has seen the proposal of several new inductive principles designed specifically to avoid the problems associated with maximum likelihood learning in models with in...