{"id":"https://openalex.org/W2055957309","doi":"https://doi.org/10.1109/ijcnn.2014.6889528","title":"Diversity analysis in collaborative clustering","display_name":"Diversity analysis in collaborative clustering","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2055957309","doi":"https://doi.org/10.1109/ijcnn.2014.6889528","mag":"2055957309"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2014.6889528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05001290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007160877","display_name":"Nistor Grozavu","orcid":"https://orcid.org/0000-0001-7502-8022"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nistor Grozavu","raw_affiliation_strings":["LIPN-UMR 7030, Villetaneuse, France","LIPN, Univ. Paris 13, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN-UMR 7030, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"LIPN, Univ. Paris 13, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010475791","display_name":"Gu\u00e9na\u00ebl Caban\u00e8s","orcid":"https://orcid.org/0000-0002-8225-7242"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guenael Cabanes","raw_affiliation_strings":["LIPN-UMR 7030, Villetaneuse, France","LIPN, Univ. Paris 13, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN-UMR 7030, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"LIPN, Univ. Paris 13, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019338743","display_name":"Youn\u00e8s Bennani","orcid":"https://orcid.org/0000-0003-3667-3357"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Younes Bennani","raw_affiliation_strings":["LIPN-UMR 7030, Villetaneuse, France","LIPN, Univ. Paris 13, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN-UMR 7030, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"LIPN, Univ. Paris 13, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007160877"],"corresponding_institution_ids":["https://openalex.org/I4210091279","https://openalex.org/I4210156583"],"apc_list":null,"apc_paid":null,"fwci":2.4541,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90783772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1754","last_page":"1761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9969000220298767,"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":0.9969000220298767,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9749000072479248,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9623000025749207,"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":0.8309201002120972},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.7424357533454895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.69893479347229},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5539740324020386},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5374773740768433},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49776914715766907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4565978944301605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43108195066452026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4170045852661133},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32732152938842773},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.1687968671321869},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11947214603424072},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07414710521697998}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8309201002120972},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.7424357533454895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69893479347229},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5539740324020386},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5374773740768433},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49776914715766907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4565978944301605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43108195066452026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4170045852661133},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32732152938842773},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.1687968671321869},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11947214603424072},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07414710521697998},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2014.6889528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05001290v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05001290","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN), Jul 2014, Beijing, China. pp.1754-1761, ⟨10.1109/IJCNN.2014.6889528⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05001290v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05001290","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN), Jul 2014, Beijing, China. pp.1754-1761, ⟨10.1109/IJCNN.2014.6889528⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W22892362","https://openalex.org/W23149702","https://openalex.org/W1496548516","https://openalex.org/W1679913846","https://openalex.org/W1881190771","https://openalex.org/W1882616658","https://openalex.org/W1973892392","https://openalex.org/W1984832305","https://openalex.org/W2030644393","https://openalex.org/W2033403400","https://openalex.org/W2062304093","https://openalex.org/W2111171370","https://openalex.org/W2115629999","https://openalex.org/W2123402141","https://openalex.org/W2157305458","https://openalex.org/W2169446650","https://openalex.org/W2319660501","https://openalex.org/W2330846461","https://openalex.org/W2402655115","https://openalex.org/W2487087946","https://openalex.org/W2966207845","https://openalex.org/W3120740533","https://openalex.org/W4213332169","https://openalex.org/W4235169531","https://openalex.org/W4244030505","https://openalex.org/W6712787104"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254","https://openalex.org/W1926736923","https://openalex.org/W2942177010"],"abstract_inverted_index":{"The":[0,19],"aim":[1],"of":[2,11,40,54,67,90,101],"collaborative":[3,21,72],"clustering":[4],"is":[5,28,34],"to":[6,36],"reveal":[7],"the":[8,38,47,52,55,60,85,88,91,99,102],"common":[9],"structure":[10],"data":[12],"which":[13,33],"are":[14,110],"distributed":[15],"on":[16,24,59,75,77,98],"different":[17,68],"sites.":[18],"topological":[20],"clustering,":[22],"based":[23],"Self-Organizing":[25],"Maps":[26],"(SOM)":[27],"an":[29,95],"unsupervised":[30],"learning":[31],"method":[32],"able":[35],"use":[37],"output":[39],"other":[41,44],"SOMs":[42],"from":[43],"sites":[45],"during":[46],"learning.":[48],"This":[49],"paper":[50],"investigates":[51],"impact":[53,97],"diversity":[56,69,89,108],"between":[57],"collaborators":[58],"collaboration's":[61],"quality":[62,86,100],"and":[63,79,87,104],"presents":[64],"a":[65],"study":[66],"indexes":[70,109],"for":[71,112],"clustering.":[73],"Based":[74],"experiments":[76],"artificial":[78],"real":[80],"datasets,":[81],"we":[82],"demonstrated":[83],"that":[84,105],"collaboration":[92,103],"can":[93],"have":[94],"important":[96],"not":[106],"all":[107],"relevant":[111],"this":[113],"task.":[114]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}