{"id":"https://openalex.org/W2132951961","doi":"https://doi.org/10.1109/icdm.2008.141","title":"Finding Alternative Clusterings Using Constraints","display_name":"Finding Alternative Clusterings Using Constraints","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2132951961","doi":"https://doi.org/10.1109/icdm.2008.141","mag":"2132951961"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2008.141","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.cs.ucdavis.edu/~davidson/Publications/ICDM-Orth-Submitted.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030289182","display_name":"Ian Davidson","orcid":"https://orcid.org/0000-0002-1258-4213"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ian Davidson","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5078564598","display_name":"Zijie Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zijie Qi","raw_affiliation_strings":["University of California, Davis, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.475,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":82,"citation_normalized_percentile":{"value":0.999765,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"773","last_page":"778"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Techniques and Applications","score":0.9985,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Techniques and Applications","score":0.9985,"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"}},{"id":"https://openalex.org/T10637","display_name":"Data Clustering Techniques and Algorithms","score":0.9984,"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/T11106","display_name":"Trajectory Data Mining and Analysis","score":0.998,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/document-clustering","display_name":"Document Clustering","score":0.592192},{"id":"https://openalex.org/keywords/clustering-algorithms","display_name":"Clustering Algorithms","score":0.591093},{"id":"https://openalex.org/keywords/semi-supervised-clustering","display_name":"Semi-supervised Clustering","score":0.590077},{"id":"https://openalex.org/keywords/stream-data-clustering","display_name":"Stream Data Clustering","score":0.586924},{"id":"https://openalex.org/keywords/density-based-clustering","display_name":"Density-based Clustering","score":0.5839}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7922995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73781675},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5567698},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4395493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43018055},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41401753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33836234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08334139},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2008.141","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.8139","pdf_url":"http://www.cs.ucdavis.edu/~davidson/Publications/ICDM-Orth-Submitted.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.8139","pdf_url":"http://www.cs.ucdavis.edu/~davidson/Publications/ICDM-Orth-Submitted.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":20,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1772558542","https://openalex.org/W1914960658","https://openalex.org/W2000123491","https://openalex.org/W2007186548","https://openalex.org/W2034986427","https://openalex.org/W2062112832","https://openalex.org/W2098145033","https://openalex.org/W2101649672","https://openalex.org/W2102524069","https://openalex.org/W2115657355","https://openalex.org/W2117154949","https://openalex.org/W2121207090","https://openalex.org/W2138745909","https://openalex.org/W2153839362","https://openalex.org/W2170718421","https://openalex.org/W2293273145","https://openalex.org/W2482589566","https://openalex.org/W2613161123","https://openalex.org/W2979454998"],"related_works":["https://openalex.org/W4310225030","https://openalex.org/W4298130764","https://openalex.org/W2942177010","https://openalex.org/W2804364458","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W2083665254","https://openalex.org/W1926736923"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,20,41,47],"data":[3,22,43],"mining":[4],"is":[5],"to":[6,36],"find":[7,16,37],"novel":[8],"and":[9,49,60],"actionable":[10],"insights.However,":[11],"most":[12],"algorithms":[13],"typically":[14],"just":[15],"a":[17,32,73],"single":[18],"explanation":[19],"the":[21,42,45,58],"even":[23],"though":[24],"alternatives":[25],"could":[26],"exist.In":[27],"this":[28],"work,":[29],"we":[30],"explore":[31],"general":[33],"purpose":[34],"approach":[35,63],"an":[38],"alternative":[39],"clustering":[40,69],"with":[44,78],"aid":[46],"mustlink":[48],"cannot-link":[50],"constraints.This":[51],"problem":[52],"has":[53],"received":[54],"little":[55],"attention":[56],"in":[57],"literature":[59],"since":[61],"our":[62],"can":[64],"be":[65],"incorporated":[66],"into":[67],"many":[68],"algorithm":[70],"that":[71],"uses":[72],"distance":[74],"function,":[75],"compares":[76],"favorably":[77],"existing":[79],"work.":[80]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2132951961","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":10}],"updated_date":"2024-11-22T14:13:25.155751","created_date":"2016-06-24"}