{"id":"https://openalex.org/W4403479132","doi":"https://doi.org/10.3233/faia240851","title":"HBIC: A Biclustering Algorithm for Heterogeneous Datasets","display_name":"HBIC: A Biclustering Algorithm for Heterogeneous Datasets","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403479132","doi":"https://doi.org/10.3233/faia240851"},"language":"en","primary_location":{"id":"doi:10.3233/faia240851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240851","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240851","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240851","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027615665","display_name":"Ad\u00e1n Jos\u00e9-Garc\u00eda","orcid":"https://orcid.org/0000-0003-2623-5206"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4387152267","display_name":"Institute for Translational Research in Inflammation","ror":"https://ror.org/03qy9z186","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"funder","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210128436","display_name":"Lille Inflammation Research International Center","ror":"https://ror.org/03c3m6m66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210093160","https://openalex.org/I4210128436"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ad\u00e1n Jos\u00e9-Garc\u00eda","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France","Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France","institution_ids":["https://openalex.org/I4210128436","https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103435666","display_name":"Julie Jacques","orcid":"https://orcid.org/0000-0001-6260-9629"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julie Jacques","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114230917","display_name":"C. Chauvet","orcid":null},"institutions":[{"id":"https://openalex.org/I4387152267","display_name":"Institute for Translational Research in Inflammation","ror":"https://ror.org/03qy9z186","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]},{"id":"https://openalex.org/I4210128436","display_name":"Lille Inflammation Research International Center","ror":"https://ror.org/03c3m6m66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210093160","https://openalex.org/I4210128436"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"funder","lineage":["https://openalex.org/I3018718406"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Chauvet","raw_affiliation_strings":["Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France","institution_ids":["https://openalex.org/I4210128436","https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016242138","display_name":"Vincent Sobanski","orcid":"https://orcid.org/0000-0003-3083-2441"},"institutions":[{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4210128436","display_name":"Lille Inflammation Research International Center","ror":"https://ror.org/03c3m6m66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210093160","https://openalex.org/I4210128436"]},{"id":"https://openalex.org/I4387152267","display_name":"Institute for Translational Research in Inflammation","ror":"https://ror.org/03qy9z186","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"funder","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Sobanski","raw_affiliation_strings":["Institut Universitaire de France (IUF), Paris, France","Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Universitaire de France (IUF), Paris, France","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"Univ. Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France","institution_ids":["https://openalex.org/I4210128436","https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018073225","display_name":"Clarisse Dhaenens","orcid":"https://orcid.org/0000-0002-6590-7215"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Clarisse Dhaenens","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027615665"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4210128436","https://openalex.org/I4387152267","https://openalex.org/I7454413"],"apc_list":null,"apc_paid":null,"fwci":1.0325,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80813754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9919000267982483,"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 Algorithms and Applications","score":0.9919000267982483,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biclustering","display_name":"Biclustering","score":0.9618048667907715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.668535053730011},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6095495820045471},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.548051118850708},{"id":"https://openalex.org/keywords/row","display_name":"Row","score":0.5173213481903076},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.452827513217926},{"id":"https://openalex.org/keywords/row-and-column-spaces","display_name":"Row and column spaces","score":0.44615960121154785},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.3899051547050476},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38373398780822754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35366231203079224},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30813878774642944},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.0680050253868103}],"concepts":[{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.9618048667907715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.668535053730011},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6095495820045471},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.548051118850708},{"id":"https://openalex.org/C135598885","wikidata":"https://www.wikidata.org/wiki/Q1366302","display_name":"Row","level":2,"score":0.5173213481903076},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.452827513217926},{"id":"https://openalex.org/C104140500","wikidata":"https://www.wikidata.org/wiki/Q2088159","display_name":"Row and column spaces","level":3,"score":0.44615960121154785},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3899051547050476},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38373398780822754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35366231203079224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30813878774642944},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.0680050253868103},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia240851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240851","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240851","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04919684v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04919684","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"27th European Conference on Artificial Intelligence, Oct 2024, Santiago de Compostela, Spain. &#x27E8;10.3233/FAIA240851&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.3233/faia240851","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240851","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240851","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403479132.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2313440505","https://openalex.org/W3123744736","https://openalex.org/W2137691148","https://openalex.org/W2152668278","https://openalex.org/W3084408672","https://openalex.org/W1979810043","https://openalex.org/W2075083189","https://openalex.org/W2397510698","https://openalex.org/W2506426934","https://openalex.org/W2611629964"],"abstract_inverted_index":{"Biclustering":[0],"is":[1,172],"an":[2],"unsupervised":[3],"machine-learning":[4],"approach":[5,47,66,134,171],"aiming":[6],"to":[7,156,162,181],"cluster":[8],"rows":[9,90],"and":[10,62,72,88,91,121,139],"columns":[11,92],"simultaneously":[12],"in":[13,55,99,140],"a":[14,45,124,136,141,173,182],"data":[15,29,146,188],"matrix.":[16,102],"Several":[17],"biclustering":[18,46,170],"algorithms":[19],"have":[20],"been":[21],"proposed":[22],"for":[23,111,176],"handling":[24],"numeric":[25],"datasets.":[26],"However,":[27],"real-world":[28],"mining":[30],"problems":[31],"often":[32],"involve":[33],"heterogeneous":[34,57,167,177],"datasets":[35],"with":[36],"mixed":[37],"attributes.":[38],"To":[39],"address":[40],"this":[41],"challenge,":[42],"we":[43,107,128],"introduce":[44,108],"called":[48],"HBIC,":[49],"capable":[50],"of":[51,97,126,132,147,185],"discovering":[52],"meaningful":[53],"biclusters":[54,82,116,165],"complex":[56,186],"data,":[58],"including":[59],"numeric,":[60],"binary,":[61],"categorical":[63],"data.":[64,168],"The":[65,151],"comprises":[67],"two":[68,109],"stages:":[69],"bicluster":[70,73,178],"generation":[71],"model":[74],"selection.":[75],"In":[76,103],"the":[77,95,100,104,113,130],"initial":[78],"stage,":[79,106],"several":[80],"candidate":[81],"are":[83],"generated":[84],"iteratively":[85],"by":[86,117],"adding":[87],"removing":[89],"based":[93],"on":[94,135],"frequency":[96],"values":[98],"original":[101],"second":[105],"approaches":[110,158],"selecting":[112],"most":[114],"suitable":[115],"considering":[118],"their":[119],"size":[120],"homogeneity.":[122],"Through":[123],"series":[125],"experiments,":[127],"investigated":[129],"suitability":[131],"our":[133,154],"synthetic":[137],"benchmark":[138],"biomedical":[142],"application":[143],"involving":[144],"clinical":[145],"systemic":[148],"sclerosis":[149],"patients.":[150],"evaluation":[152],"comparing":[153],"method":[155],"existing":[157],"demonstrates":[159],"its":[160],"ability":[161],"discover":[163],"high-quality":[164],"from":[166],"Our":[169],"starting":[174],"point":[175],"discovery,":[179],"leading":[180],"better":[183],"understanding":[184],"underlying":[187],"structures.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2024-10-17T00:00:00"}
