8776 search results - page 89 / 1756 » Robust Data Clustering |
144
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
Many real-world datasets can be clustered along multiple dimensions. For example, text documents can be clustered not only by topic, but also by the author's gender or sentim...
122
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WEA
2004
Springer
15 years 10 months ago
2004
Springer
Clustering can be used to identify groups of similar solutions in Multimodal Optimisation. However, a poor clustering quality reduces the benefit of this application. The vast maj...
151
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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 ...
191
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EPIA
2011
Springer
14 years 4 months ago
2011
Springer
This paper introduces an additive fuzzy clustering model for similarity data as oriented towards representation and visualization of activities of research organizations in a hiera...
143
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JFR
2006
15 years 4 months ago
2006
We derive categories directly from robot sensor data to address the symbol grounding problem. Unlike model-based approaches where human intuitive correspondences are sought betwee...