2665 search results - page 287 / 533 » Bundle Methods for Machine Learning |
114
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We combine Bayesian online change point detection with Gaussian processes to create a nonparametric time series model which can handle change points. The model can be used to loca...
118
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MLDM
2008
Springer
15 years 2 months ago
2008
Springer
Monitoring frequently occuring items is a recurring task in a variety of applications. Although a number of solutions have been proposed there has been few to address the problem i...
118
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ML
2006
ACM
15 years 2 months ago
2006
ACM
We investigate explicit segment duration models in addressing the problem of fragmentation in musical audio segmentation. The resulting probabilistic models are optimised using Mar...
131
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CORR
2004
Springer
15 years 2 months ago
2004
Springer
This paper describes the National Research Council (NRC) Word Sense Disambiguation (WSD) system, as applied to the English Lexical Sample (ELS) task in Senseval-3. The NRC system ...
119
Voted
CORR
1998
Springer
15 years 2 months ago
1998
Springer
In this paper, we present a method for identifying discourse marker usage in spontaneous speech based on machine learning. Discourse markers are denoted by special POS tags, and t...