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» Nonparametric Bayesian Co-clustering Ensembles
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SDM
2011
SIAM
183views Data Mining» more  SDM 2011»
8 years 2 months ago
Nonparametric Bayesian Co-clustering Ensembles
A nonparametric Bayesian approach to co-clustering ensembles is presented. Similar to clustering ensembles, coclustering ensembles combine various base co-clustering results to ob...
Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi, M...
PKDD
2010
Springer
146views Data Mining» more  PKDD 2010»
8 years 10 months ago
Nonparametric Bayesian Clustering Ensembles
Forming consensus clusters from multiple input clusterings can improve accuracy and robustness. Current clustering ensemble methods require specifying the number of consensus clust...
Pu Wang, Carlotta Domeniconi, Kathryn Blackmond La...
ATAL
2015
Springer
3 years 8 months ago
Nonparametric Bayesian Learning of Other Agents? Policies in Interactive POMDPs
We consider an autonomous agent facing a partially observable, stochastic, multiagent environment where the unknown policies of other agents are represented as finite state contr...
Alessandro Panella, Piotr J. Gmytrasiewicz
ECCV
2006
Springer
9 years 3 months ago
Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI
While learning ensembles have been widely used for various pattern recognition tasks, surprisingly, they have found limited application in problems related to medical image analysi...
Anant Madabhushi, Jianbo Shi, Michael D. Feldman, ...
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