7530 search results - page 1124 / 1506 » Machine learning in bioinformatics |
191
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COLT
2005
Springer
16 years 12 days ago
2005
Springer
Abstract. We derive upper and lower bounds for some statistical estimation problems. The upper bounds are established for the Gibbs algorithm. The lower bounds, applicable for all ...
162
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ECML
2005
Springer
16 years 12 days ago
2005
Springer
Abstract. In this paper, dimensionality reduction via matrix factorization with nonnegativity constraints is studied. Because of these constraints, it stands apart from other linea...
175
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ISMIR
2005
Springer
16 years 11 days ago
2005
Springer
A number of approaches for automatic audio classification are based on hierarchical taxonomies since it is acknowledged that improved performance can be thereby obtained. In this...
178
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MLMI
2005
Springer
16 years 11 days ago
2005
Springer
Abstract. This article describes a method for document/speech alignment based on explicit verbal references to documents and parts of documents, in the context of multimodal meetin...
160
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CMMR
2004
Springer
16 years 8 days ago
2004
Springer
Abstract. The paper concerns the use of multiple viewpoint representation schemes for prediction with statistical models of monophonic music. We present an experimental comparison ...