{"id":"https://openalex.org/W2060254976","doi":"https://doi.org/10.1142/s146902681000294x","title":"RELATIONAL TOPOLOGICAL MAP","display_name":"RELATIONAL TOPOLOGICAL MAP","publication_year":2010,"publication_date":"2010-11-12","ids":{"openalex":"https://openalex.org/W2060254976","doi":"https://doi.org/10.1142/s146902681000294x","mag":"2060254976"},"language":"en","primary_location":{"id":"doi:10.1142/s146902681000294x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s146902681000294x","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","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/A5000157816","display_name":"Lazhar Labiod","orcid":"https://orcid.org/0000-0001-8641-8050"},"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":"LAZHAR LABIOD","raw_affiliation_strings":["LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"middle","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":false,"raw_author_name":"NISTOR GROZAVU","raw_affiliation_strings":["LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 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/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":"YOUN\u00c8S BENNANI","raw_affiliation_strings":["LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"LIPN UMR 7030, Universit\u00e9 Paris 13, 99, Avenue Jean-Baptiste Cl\u00e9ment, 93430 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/A5000157816"],"corresponding_institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13558772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"09","issue":"04","first_page":"353","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9890999794006348,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9890999794006348,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.978600025177002,"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/computer-science","display_name":"Computer science","score":0.719039797782898},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5637931227684021},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.494295597076416},{"id":"https://openalex.org/keywords/topological-sorting","display_name":"Topological sorting","score":0.48236173391342163},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.46643638610839844},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.46243369579315186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44137176871299744},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.440290629863739},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4300907850265503},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39628535509109497},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3807917833328247},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35738813877105713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21275708079338074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19184496998786926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719039797782898},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5637931227684021},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.494295597076416},{"id":"https://openalex.org/C176032523","wikidata":"https://www.wikidata.org/wiki/Q753127","display_name":"Topological sorting","level":3,"score":0.48236173391342163},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.46643638610839844},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.46243369579315186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44137176871299744},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.440290629863739},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4300907850265503},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39628535509109497},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3807917833328247},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35738813877105713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21275708079338074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19184496998786926},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s146902681000294x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s146902681000294x","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W21941750","https://openalex.org/W104621197","https://openalex.org/W401304298","https://openalex.org/W609985331","https://openalex.org/W1489608363","https://openalex.org/W1594762025","https://openalex.org/W1679913846","https://openalex.org/W1994803069","https://openalex.org/W2093901628","https://openalex.org/W2141247603","https://openalex.org/W2161577598","https://openalex.org/W2162966566","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W1844640764","https://openalex.org/W2051216975","https://openalex.org/W2982550593","https://openalex.org/W2090505479","https://openalex.org/W2144077772","https://openalex.org/W2978573861","https://openalex.org/W926742521","https://openalex.org/W2013265235"],"abstract_inverted_index":{"This":[0,30,56],"paper":[1],"introduces":[2],"a":[3,21,25,52,69,78,89,95,102,108],"relational":[4],"topological":[5,42,110],"map":[6],"model,":[7],"dedicated":[8],"to":[9,72],"multidimensional":[10],"categorial":[11],"data":[12,86],"(or":[13],"qualitative":[14],"data)":[15],"arising":[16],"in":[17],"the":[18,35,46,62,73,98,107,129],"form":[19],"of":[20,27,37,41,97,112],"binary":[22,28],"matrix":[23],"or":[24],"sum":[26],"matrices.":[29],"approach":[31,66,117],"is":[32,59],"based":[33],"on":[34,101,125],"principle":[36],"Kohonen's":[38],"model":[39],"(conservation":[40],"order)":[43],"and":[44,93,128],"uses":[45],"Relational":[47,64,119],"Analysis":[48,65],"formalism":[49],"by":[50,67],"maximizing":[51],"modified":[53],"Condorcet":[54,74],"criterion.":[55,75],"proposed":[57,116],"method":[58],"developed":[60],"from":[61],"classical":[63],"adding":[68],"neighborhood":[70],"constraint":[71],"We":[76],"propose":[77],"hybrid":[79],"algorithm,":[80],"which":[81],"deals":[82],"linearly":[83],"with":[84],"large":[85],"sets,":[87],"provides":[88],"natural":[90],"clusters":[91],"identification":[92],"allows":[94],"visualization":[96],"clustering":[99],"result":[100],"two-dimensional":[103],"grid":[104],"while":[105],"preserving":[106],"priori":[109],"order":[111],"this":[113],"data.":[114],"The":[115],"called":[118],"Topological":[120],"Map":[121],"(RTM)":[122],"was":[123],"validated":[124],"several":[126],"databases":[127],"experimental":[130],"results":[131],"showed":[132],"very":[133],"promising":[134],"performances.":[135]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}