5096 search results - page 56 / 1020 » Landscape of Clustering Algorithms |
138
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RSKT
2009
Springer
15 years 10 months ago
2009
Springer
We bring two rough-set-based clustering algorithms into the framework of partially supervised clustering. A mechanism of partial supervision relying on either qualitative or quanti...
136
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CSE
2009
IEEE
15 years 9 months ago
2009
IEEE
—We apply a simple clustering algorithm to a large dataset of cellular telecommunication records, reducing the complexity of mobile phone users’ full trajectories and allowing ...
134
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DAGM
2008
Springer
15 years 6 months ago
2008
Springer
In this paper a novel and generic approach for model-based data clustering in a boosting framework is presented. This method uses the forward stagewise additive modeling to learn t...
141
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KBS
2006
15 years 4 months ago
2006
Ensemble methods that train multiple learners and then combine their predictions have been shown to be very effective in supervised learning. This paper explores ensemble methods ...
139
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IJIS
2007
15 years 4 months ago
2007
Algorithms for clustering web search results have to be efficient and robust. Furthermore they must be able to cluster a dataset without using any kind of a priori information, s...