{"id":"https://openalex.org/W2009521070","doi":"https://doi.org/10.1109/icnsc.2008.4525494","title":"A Clustering-Ensemble Approach Based on Average Mutual Information","display_name":"A Clustering-Ensemble Approach Based on Average Mutual Information","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W2009521070","doi":"https://doi.org/10.1109/icnsc.2008.4525494","mag":"2009521070"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc.2008.4525494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2008.4525494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Networking, Sensing and Control","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102202470","display_name":"Zhizhou Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhizhou Kong","raw_affiliation_strings":["College of Statistics, North Compus, Hunan University, Changsha, China","Hunan University, ChangSha"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Statistics, North Compus, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University, ChangSha","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101764550","display_name":"Shenggang Yang","orcid":"https://orcid.org/0000-0003-3373-8741"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I4210150398","display_name":"Hunan University of Finance and Economics","ror":"https://ror.org/04askxv05","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150398"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenggang Yang","raw_affiliation_strings":["College of finance, North Compus, Hunan University, Changsha, China","College of finance, North Compus, Hunan University, Changsha, 410079, China. e-mail: sgyang@hnu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of finance, North Compus, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I4210150398"]},{"raw_affiliation_string":"College of finance, North Compus, Hunan University, Changsha, 410079, China. e-mail: sgyang@hnu.cn","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440146","display_name":"Zixing Cai","orcid":"https://orcid.org/0000-0003-1809-9590"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixing Cai","raw_affiliation_strings":["College of Information Science and Engineer, Central South University, Changsha, China","Senior Member, IEEE, College of Information Science and Engineer, Central South University, Changsha 410083, China. e-mail: zxcai@csu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineer, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Senior Member, IEEE, College of Information Science and Engineer, Central South University, Changsha 410083, China. e-mail: zxcai@csu.edu.cn","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102447773","display_name":"Dong Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Guan","raw_affiliation_strings":["College of Information Science and Engineer, Central South University, Changsha, China","College of Information Science and Engineer, Central South University, Changsha 410083, China. e-mail: guanybo@sohu.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineer, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"College of Information Science and Engineer, Central South University, Changsha 410083, China. e-mail: guanybo@sohu.com","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5036,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59184066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1692","last_page":"1695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.9058802723884583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7106744050979614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5826155543327332},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5509216785430908},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5492168068885803},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.51199871301651},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.5027656555175781},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.47888630628585815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45042383670806885},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4392439126968384},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.43076810240745544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32468587160110474}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9058802723884583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106744050979614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5826155543327332},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5509216785430908},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5492168068885803},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.51199871301651},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.5027656555175781},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.47888630628585815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45042383670806885},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4392439126968384},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.43076810240745544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32468587160110474}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc.2008.4525494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2008.4525494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Networking, Sensing and Control","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1965236874","https://openalex.org/W2022638422","https://openalex.org/W2036987424","https://openalex.org/W2153233077","https://openalex.org/W2167638481","https://openalex.org/W2169446650","https://openalex.org/W2373602873","https://openalex.org/W4285719527","https://openalex.org/W6685191470"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W3144143113","https://openalex.org/W2491448268","https://openalex.org/W2892323093","https://openalex.org/W4306940721","https://openalex.org/W2181939267","https://openalex.org/W2160785859","https://openalex.org/W3174322327","https://openalex.org/W3124860551","https://openalex.org/W4225777930"],"abstract_inverted_index":{"Since":[0],"clustering":[1,19,44,56],"ensemble":[2,45],"was":[3],"firstly":[4],"presented":[5],"in":[6],"2002,":[7],"it":[8],"is":[9],"more":[10,12],"and":[11,28],"becoming":[13],"a":[14,42],"new":[15,43],"hotspot":[16],"to":[17],"improve":[18,54],"performance.":[20],"Through":[21],"using":[22],"the":[23,33,55],"mechanism":[24],"of":[25,35],"information":[26,37],"rolling":[27],"selecting":[29],"component":[30],"clusters":[31],"with":[32],"help":[34],"mutual":[36],"weight,":[38],"this":[39,50],"paper":[40],"proposes":[41],"algorithm.":[46],"Experiments":[47],"show":[48],"that":[49],"algorithm":[51],"could":[52],"effectively":[53],"results.":[57]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
