1915 search results - page 229 / 383 » Computing LTS Regression for Large Data Sets |
169
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
The maximum margin clustering approach is a recently proposed extension of the concept of support vector machines to the clustering problem. Briefly stated, it aims at finding a...
157
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IJCNN
2007
IEEE
16 years 19 days ago
2007
IEEE
— In this paper a clustering algorithm that learns the groups of synchronized spike trains directly from data is proposed. Clustering of spike trains based on the presence of syn...
149
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ICANN
2007
Springer
16 years 15 days ago
2007
Springer
Abstract. We present a novel approach to structure learning for graphical models. By using nonparametric estimates to model clique densities in decomposable models, both discrete a...
211
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ADMA
2006
Springer
16 years 10 days ago
2006
Springer
Abstract. Practical pattern classification and knowledge discovery problems require selecting a useful subset of features from a much larger set to represent the patterns to be cl...
161
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GIS
2006
ACM
15 years 6 months ago
2006
ACM
Geospatial data is often used to predict or recommend movements of robots, people, or animals ("walkers"). Analysis of such systems can be combinatorially explosive. Eac...