{"id":"https://openalex.org/W1967761844","doi":"https://doi.org/10.1145/1015330.1015414","title":"Solving cluster ensemble problems by bipartite graph partitioning","display_name":"Solving cluster ensemble problems by bipartite graph partitioning","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1967761844","doi":"https://doi.org/10.1145/1015330.1015414","mag":"1967761844"},"language":"en","primary_location":{"id":"doi:10.1145/1015330.1015414","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1015330.1015414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Twenty-first international conference on Machine learning  - ICML '04","raw_type":"proceedings-article"},"type":"article","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/A5064053803","display_name":"Xiaoli Z. Fern","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoli Zhang Fern","raw_affiliation_strings":["Purdue University, West Lafayette, IN","Purdue Univ., West LaFayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue Univ., West LaFayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045379675","display_name":"Carla E. Brodley","orcid":"https://orcid.org/0009-0008-2134-6285"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carla E. Brodley","raw_affiliation_strings":["Purdue University, West Lafayette, IN","Purdue Univ., West LaFayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue Univ., West LaFayette, IN","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064053803"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":11.1799,"has_fulltext":false,"cited_by_count":563,"citation_normalized_percentile":{"value":0.98745373,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/graph-partition","display_name":"Graph partition","score":0.7010483145713806},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6726528406143188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6275623440742493},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.6223557591438293},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5565139651298523},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.467253178358078},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.45573291182518005},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.328919380903244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2080448567867279}],"concepts":[{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.7010483145713806},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6726528406143188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6275623440742493},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.6223557591438293},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5565139651298523},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.467253178358078},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.45573291182518005},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.328919380903244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2080448567867279},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1015330.1015414","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1015330.1015414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Twenty-first international conference on Machine learning  - ICML '04","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.58.6852","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.58.6852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aicml.cs.ualberta.ca/banff04/icml/pages/papers/289.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.61.5601","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.5601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.engr.oregonstate.edu/~xfern/graph_icml04.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W100104462","https://openalex.org/W1542134689","https://openalex.org/W1548779692","https://openalex.org/W2060314721","https://openalex.org/W2070232376","https://openalex.org/W2084812512","https://openalex.org/W2099111195","https://openalex.org/W2104641052","https://openalex.org/W2107208924","https://openalex.org/W2121947440","https://openalex.org/W2125531986","https://openalex.org/W2130851950","https://openalex.org/W2133576408","https://openalex.org/W2139580617","https://openalex.org/W2141465109","https://openalex.org/W2165874743","https://openalex.org/W2169446650","https://openalex.org/W2434205482","https://openalex.org/W2494048233","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2371352078","https://openalex.org/W2953461625","https://openalex.org/W2077383796","https://openalex.org/W2080136900","https://openalex.org/W2999799752","https://openalex.org/W2372768926","https://openalex.org/W2054458431","https://openalex.org/W2115167491","https://openalex.org/W2567825307","https://openalex.org/W3013576436"],"abstract_inverted_index":{"A":[0],"critical":[1],"problem":[2,28,106],"in":[3,67,96,136],"cluster":[4,51],"ensemble":[5,63],"research":[6],"is":[7,127],"how":[8],"to":[9,13,32,92,138],"combine":[10],"multiple":[11],"clusterings":[12],"yield":[14],"a":[15,33,39,45,49,79],"final":[16,99],"superior":[17],"clustering":[18],"result.":[19],"Leveraging":[20],"advanced":[21],"graph":[22,34,47,55,104,121],"partitioning":[23,35,105],"techniques,":[24],"we":[25],"solve":[26],"this":[27],"by":[29,78],"reducing":[30],"it":[31,126],"problem.":[36],"We":[37,111],"introduce":[38],"new":[40],"reduction":[41],"method":[42],"that":[43,125],"constructs":[44],"bipartite":[46],"from":[48],"given":[50,80],"ensemble.":[52],"The":[53],"resulting":[54,103],"models":[56],"both":[57],"instances":[58,86],"and":[59,87,123,130],"clusters":[60,91],"of":[61,74],"the":[62,68,75,83,88,98,102,114],"simultaneously":[64],"as":[65],"vertices":[66],"graph.":[69],"Our":[70],"approach":[71,116],"retains":[72],"all":[73],"information":[76],"provided":[77],"ensemble,":[81],"allowing":[82],"similarity":[84,89],"among":[85,90],"be":[93,108],"considered":[94],"collectively":[95],"forming":[97],"clustering.":[100],"Further,":[101],"can":[107],"solved":[109],"efficiently.":[110],"empirically":[112],"evaluate":[113],"proposed":[115],"against":[117],"two":[118],"commonly":[119],"used":[120],"formulations":[122],"show":[124],"more":[128],"robust":[129],"achieves":[131],"comparable":[132],"or":[133],"better":[134],"performance":[135],"comparison":[137],"its":[139],"competitors.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":29},{"year":2017,"cited_by_count":28},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":40},{"year":2014,"cited_by_count":38},{"year":2013,"cited_by_count":40},{"year":2012,"cited_by_count":39}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}