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This paper presents an overview of clustering ensemble methods that can be very useful for the community of clustering practitioners. The characteristics of several methods are discussed, which may help in the selection of the most appropriate one to solve a problem at hand. We also present a taxonomy of these techniques and illustrate some important applications. <\/jats:p>","DOI":"10.1142\/s0218001411008683","type":"journal-article","created":{"date-parts":[[2011,3,24]],"date-time":"2011-03-24T03:58:07Z","timestamp":1300939087000},"page":"337-372","source":"Crossref","is-referenced-by-count":496,"title":["A SURVEY OF CLUSTERING ENSEMBLE ALGORITHMS"],"prefix":"10.1142","volume":"25","author":[{"given":"SANDRO","family":"VEGA-PONS","sequence":"first","affiliation":[{"name":"Advanced Technologies Application Center 7a # 21812, Siboney, Havana 12200, Cuba"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"JOS\u00c9","family":"RUIZ-SHULCLOPER","sequence":"additional","affiliation":[{"name":"Advanced Technologies Application Center 7a # 21812, Siboney, Havana 12200, Cuba"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-008-9066-8"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-44641-7_24"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78981-9_3"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.11.012"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1138"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.06.026"},{"key":"rf12","first-page":"20","volume":"3","author":"Chang Y.","journal-title":"J. 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