Archivi tag: clustering ensembles
Co-organized Mini-Symposium: MultiClust at SIAM DM 2014
Andrea is Co-Organizer of the upcoming SIAM Data Mining Symposium on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering (MultiClust)
Pubblicato in Events, News
Contrassegnato clustering, clustering ensembles, co-clustering, projective clustering
Commenti disabilitati su Co-organized Mini-Symposium: MultiClust at SIAM DM 2014
Metacluster-based Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Metacluster-based Projective Clustering Ensembles. Machine Learning Journal (SI on MultiClust), Springer. Accepted: June 7, 2013, Online First: July 2, 2013. DOI: 10.1007/s10994-013-5395-y
Pubblicato in Journals, News
Contrassegnato clustering, clustering ensembles, dimensionality reduction, multi-view clustering, projective clustering, subspace clustering
Commenti disabilitati su Metacluster-based Projective Clustering Ensembles
Co-organized Workshop: MultiClust Workshop at ACM SIGKDD 2013
Andrea is Co-Organizer of the upcoming ACM SIGKDD 2013 Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering (MultiClust)
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Contrassegnato alternative clustering, clustering, clustering ensembles, knowledge-driven clustering, multi-source clustering, subspace clustering
Commenti disabilitati su Co-organized Workshop: MultiClust Workshop at ACM SIGKDD 2013
Multiobjective Optimization of Co-Clustering Ensembles
F. Gullo, AKM Khaled Ahsan Talukder, S. Luke, C. Domeniconi, A. Tagarelli. Multiobjective Optimization of Co-Clustering Ensembles. Fourteenth International Conference on Genetic and Evolutionary Computation (GECCO), pp. 1495-1496. Philadelphia, USA, July 7-11, 2012.
Pubblicato in Conference Proceedings, Publications
Contrassegnato clustering, clustering ensembles, co-clustering, optimization
Commenti disabilitati su Multiobjective Optimization of Co-Clustering Ensembles
Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Projective Clustering Ensembles. Data Mining and Knowledge Discovery (DAMI), Accepted April 3, 2012, Online First: May 3, 2012.
Pubblicato in Journals, News, Publications
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Projective Clustering Ensembles
Co-organized Workshop: 3Clust Workshop at PAKDD 2012
Andrea is Co-Organizer of the upcoming PAKDD 2012 Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust)
Pubblicato in Events, News
Contrassegnato alternative clustering, clustering, clustering ensembles, subspace clustering
Commenti disabilitati su Co-organized Workshop: 3Clust Workshop at PAKDD 2012
Advancing Data Clustering via Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Advancing Data Clustering via Projective Clustering Ensembles. ACM International Conference on Management of Data (SIGMOD’11), pp. 733-744. Athens, Greece, June 12-16, 2011. PDF This paper has been awarded of the SIGMOD11 Repeatability/Workability Evaluation Test. SIGMOD has … Continua a leggere
Pubblicato in Conference Proceedings, News
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Advancing Data Clustering via Projective Clustering Ensembles
Enhancing Single-Objective Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Enhancing Single-Objective Projective Clustering Ensembles. 10th IEEE International Conference on Data Mining (ICDM ’10), pp. 833-838. Sydney, Australia, December 14-17, 2010. PDF
Pubblicato in Conference Proceedings, News
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Enhancing Single-Objective Projective Clustering Ensembles
Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Projective Clustering Ensembles. 9th IEEE International Conference on Data Mining (ICDM ’09), pp. 794-799. Miami, Florida, USA, December 6-9, 2009. PDF
Pubblicato in Conference Proceedings
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Projective Clustering Ensembles
Diversity-based Weighting Schemes for Clustering Ensembles
F. Gullo, A. Tagarelli, S. Greco. Diversity-based Weighting Schemes for Clustering Ensembles. 9th SIAM International Conference on Data Mining (SDM ’09), pp. 437-448. Sparks, Nevada, USA, April 30-May 2, 2009.
Pubblicato in Conference Proceedings
Contrassegnato clustering, clustering ensembles
Commenti disabilitati su Diversity-based Weighting Schemes for Clustering Ensembles