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- Consensus_clustering abstract "Clustering is the assignment of objects into groups (called clusters) so that objects from the same cluster are more similar to each other than objects from different clusters. Often similarity is assessed according to a distance measure. Clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics.Consensus clustering has emerged as an important elaboration of the classical clustering problem. Consensus clustering, also called aggregation of clustering (or partitions), refers to the situation in which a number of different (input) clusterings have been obtained for a particular dataset and it is desired to find a single (consensus) clustering which is a better fit in some sense than the existing clusterings. Consensus clustering is thus the problem of reconciling clustering information about the same data set coming from different sources or from different runs of the same algorithm. When cast as an optimization problem, consensus clustering is known as median partition, and has been shown to be NP-complete. Consensus clustering for unsupervised learning is analogous to ensemble learning in supervised learning.".
- Consensus_clustering wikiPageExternalLink TPAMI-ClusteringEnsembles.pdf.
- Consensus_clustering wikiPageExternalLink overview.
- Consensus_clustering wikiPageExternalLink metis.
- Consensus_clustering wikiPageExternalLink strehl-jmlr02.pdf.
- Consensus_clustering wikiPageExternalLink consensus4pdflatex.pdf.
- Consensus_clustering wikiPageExternalLink aggregated-journal.pdf.
- Consensus_clustering wikiPageExternalLink punera07softconsensus.pdf.
- Consensus_clustering wikiPageExternalLink pone.0056432.pdf.
- Consensus_clustering wikiPageExternalLink SDM09_022_wangh.pdf.
- Consensus_clustering wikiPageID "21542452".
- Consensus_clustering wikiPageLength "19557".
- Consensus_clustering wikiPageOutDegree "24".
- Consensus_clustering wikiPageRevisionID "655184860".
- Consensus_clustering wikiPageWikiLink Alexander_Strehl.
- Consensus_clustering wikiPageWikiLink Binarization_of_consensus_partition_matrices.
- Consensus_clustering wikiPageWikiLink Bioinformatics.
- Consensus_clustering wikiPageWikiLink Category:Cluster_analysis.
- Consensus_clustering wikiPageWikiLink Data_analysis.
- Consensus_clustering wikiPageWikiLink Data_mining.
- Consensus_clustering wikiPageWikiLink Ensemble_learning.
- Consensus_clustering wikiPageWikiLink Heikki_Mannila.
- Consensus_clustering wikiPageWikiLink Hierarchical_clustering.
- Consensus_clustering wikiPageWikiLink Image_analysis.
- Consensus_clustering wikiPageWikiLink Jill_P._Mesirov.
- Consensus_clustering wikiPageWikiLink K-means_algorithm.
- Consensus_clustering wikiPageWikiLink K-means_clustering.
- Consensus_clustering wikiPageWikiLink Kullback–Leibler_divergence.
- Consensus_clustering wikiPageWikiLink Machine_learning.
- Consensus_clustering wikiPageWikiLink Metric_(mathematics).
- Consensus_clustering wikiPageWikiLink NP-complete.
- Consensus_clustering wikiPageWikiLink NP-completeness.
- Consensus_clustering wikiPageWikiLink Pattern_recognition.
- Consensus_clustering wikiPageWikiLink Self-organizing_map.
- Consensus_clustering wikiPageWikiLink Statistics.
- Consensus_clustering wikiPageWikiLink File:IdentifiabilityZones.pdf.
- Consensus_clustering wikiPageWikiLink File:PACexplained.png.
- Consensus_clustering wikiPageWikiLinkText "Consensus clustering".
- Consensus_clustering wikiPageWikiLinkText "consensus clustering".
- Consensus_clustering hasPhotoCollection Consensus_clustering.
- Consensus_clustering wikiPageUsesTemplate Template:Cite_conference.
- Consensus_clustering wikiPageUsesTemplate Template:Cleanup.
- Consensus_clustering wikiPageUsesTemplate Template:More_footnotes.
- Consensus_clustering subject Category:Cluster_analysis.
- Consensus_clustering hypernym Assignment.
- Consensus_clustering type Article.
- Consensus_clustering type Article.
- Consensus_clustering type Page.
- Consensus_clustering comment "Clustering is the assignment of objects into groups (called clusters) so that objects from the same cluster are more similar to each other than objects from different clusters. Often similarity is assessed according to a distance measure.".
- Consensus_clustering label "Consensus clustering".
- Consensus_clustering sameAs m.05h2j__.
- Consensus_clustering sameAs Q5162841.
- Consensus_clustering sameAs Q5162841.
- Consensus_clustering wasDerivedFrom Consensus_clustering?oldid=655184860.
- Consensus_clustering isPrimaryTopicOf Consensus_clustering.