{"id":"https://openalex.org/W2933323775","doi":"https://doi.org/10.1142/s0218213019500064","title":"Solving a Potential Clustering Game","display_name":"Solving a Potential Clustering Game","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2933323775","doi":"https://doi.org/10.1142/s0218213019500064","mag":"2933323775"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213019500064","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500064","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5083975441","display_name":"Kahina Bouchama","orcid":null},"institutions":[{"id":"https://openalex.org/I187560010","display_name":"University of B\u00e9ja\u00efa","ror":"https://ror.org/03yb2hp88","country_code":"DZ","type":"education","lineage":["https://openalex.org/I187560010"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Kahina Bouchama","raw_affiliation_strings":["Research Unit LaMOS, Faculty of Exact Sciences, University of Bejaia 06000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Unit LaMOS, Faculty of Exact Sciences, University of Bejaia 06000, Algeria","institution_ids":["https://openalex.org/I187560010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052835550","display_name":"Arnaud Lallouet","orcid":"https://orcid.org/0000-0002-4318-356X"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]},{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Lallouet","raw_affiliation_strings":["Huawei Technologies Ltd Paris, France","Equipe CODAG - Laboratoire GREYC - UMR6072 (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd Paris, France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Equipe CODAG - Laboratoire GREYC - UMR6072 (France)","institution_ids":["https://openalex.org/I4210139483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082694363","display_name":"Mohammed Sa\u00efd Radjef","orcid":"https://orcid.org/0000-0002-8984-5610"},"institutions":[{"id":"https://openalex.org/I187560010","display_name":"University of B\u00e9ja\u00efa","ror":"https://ror.org/03yb2hp88","country_code":"DZ","type":"education","lineage":["https://openalex.org/I187560010"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed Said Radjef","raw_affiliation_strings":["Research Unit LaMOS, Faculty of Exact Sciences, University of Bejaia 06000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Unit LaMOS, Faculty of Exact Sciences, University of Bejaia 06000, Algeria","institution_ids":["https://openalex.org/I187560010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037137798","display_name":"Lakhdar Sa\u00efs","orcid":"https://orcid.org/0000-0003-2879-8627"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lakhdar Sais","raw_affiliation_strings":["CRIL \u2013 CNRS, University of Artois, Lens, France"],"raw_orcid":"https://orcid.org/0000-0003-2879-8627","affiliations":[{"raw_affiliation_string":"CRIL \u2013 CNRS, University of Artois, Lens, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I44563897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2461,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47785955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":"02","first_page":"1950006","last_page":"1950006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962999820709229,"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/T11031","display_name":"Game Theory and Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8913949728012085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7574964761734009},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.5605796575546265},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5269090533256531},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5110293626785278},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4929239749908447},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4664546847343445},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43607765436172485},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4353767931461334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3497700095176697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30149662494659424},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2128375768661499},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17784979939460754}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8913949728012085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7574964761734009},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.5605796575546265},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5269090533256531},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5110293626785278},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4929239749908447},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4664546847343445},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43607765436172485},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4353767931461334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3497700095176697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30149662494659424},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2128375768661499},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17784979939460754},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218213019500064","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500064","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02936557v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02936557","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal on Artificial Intelligence Tools, 2019, 28 (02), pp.1950006. &#x27E8;10.1142/S0218213019500064&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1592580500","https://openalex.org/W1987971958","https://openalex.org/W1998871699","https://openalex.org/W2013815105","https://openalex.org/W2125310307","https://openalex.org/W2126751256","https://openalex.org/W2134660637","https://openalex.org/W2169077434","https://openalex.org/W2170432751","https://openalex.org/W2204649750","https://openalex.org/W2523650384","https://openalex.org/W2624107617","https://openalex.org/W3022321359","https://openalex.org/W3152330821","https://openalex.org/W4255717863"],"related_works":["https://openalex.org/W3144143113","https://openalex.org/W3022637481","https://openalex.org/W3088133960","https://openalex.org/W3120229345","https://openalex.org/W3174322327","https://openalex.org/W2170078080","https://openalex.org/W2607902515","https://openalex.org/W3039964395","https://openalex.org/W2393707058","https://openalex.org/W2371010743"],"abstract_inverted_index":{"Data":[0],"clustering":[1,39,53,57,116,133],"is":[2,28,96,120],"the":[3,29,37,56,79,82,101,136,146],"unsupervised":[4],"classification":[5],"of":[6,9,25,36,61,68,132,153],"a":[7,23,50,64,69,75],"set":[8],"objects":[10],"into":[11],"groups":[12],"(clusters),":[13],"according":[14],"to":[15,33,59,74,141],"their":[16],"similarities.":[17],"This":[18,118],"can":[19],"be":[20],"seen":[21],"as":[22],"form":[24],"equilibrium,":[26],"which":[27,72],"motivation":[30],"that":[31,60,93],"led":[32],"recent":[34],"formulations":[35],"data":[38],"task":[40,58],"using":[41],"game":[42],"theoretic":[43],"models.":[44],"In":[45],"this":[46,114],"context,":[47],"we":[48,90],"propose":[49,107],"novel":[51],"game-theoretic":[52],"approach":[54],"reducing":[55],"searching":[62],"for":[63,112],"pure":[65],"Nash":[66],"equilibrium":[67,86],"potential":[70,115],"game,":[71],"corresponds":[73],"stable":[76],"clustering.":[77],"Interestingly,":[78],"existence":[80],"and":[81,89,122,127,149],"convergence":[83],"towards":[84],"such":[85,94],"are":[87,139],"established,":[88],"experimentally":[91],"prove":[92],"stability":[95],"not":[97],"always":[98],"guaranteed":[99],"by":[100,144,150],"classical":[102,147],"k-means":[103,148],"algorithm.":[104],"We":[105],"also":[106],"an":[108,151],"iterative":[109],"best-response":[110],"algorithm":[111,119],"solving":[113],"game.":[117],"implemented":[121],"tested":[123],"on":[124],"several":[125],"real-world":[126],"artificial":[128],"datasets.":[129],"Considering":[130],"most":[131],"quality":[134],"measures,":[135],"obtained":[137],"results":[138],"compared":[140],"those":[142],"provided":[143],"both":[145],"hybridization":[152],"these":[154],"two":[155],"algorithms.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
