3395 search results - page 131 / 679 » A Statistical Clustering Model and Algorithm |
120
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KDD
1995
ACM
15 years 8 months ago
1995
ACM
The quest to nd models usefully characterizing data is a process central to the scienti c method, and has been carried out on many fronts. Researchers from an expanding number of ...
127
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ISBI
2004
IEEE
16 years 5 months ago
2004
IEEE
A general framework for performing robust, unsupervised tissue classification in magnetic resonance images is presented. Tissue classification is formulated as an estimation probl...
131
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CLEF
2010
Springer
15 years 6 months ago
2010
Springer
A good clustering performance depends on the quality of the distance function used to asses similarity. In this paper we propose a pairwise document coreference model to improve pe...
160
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NIPS
2004
15 years 6 months ago
2004
Various problems in machine learning, databases, and statistics involve pairwise distances among a set of objects. It is often desirable for these distances to satisfy the propert...
133
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SOCO
2008
Springer
15 years 5 months ago
2008
Springer
We introduce a new method for data clustering based on a particular Gaussian mixture model (GMM). Each cluster of data, modeled as a GMM into an input space, is interpreted as a hy...