{"id":"https://openalex.org/W1968790588","doi":"https://doi.org/10.1080/00207160802649973","title":"A maximum likelihood Hebbian learning-based method to an agent-based architecture","display_name":"A maximum likelihood Hebbian learning-based method to an agent-based architecture","publication_year":2009,"publication_date":"2009-09-25","ids":{"openalex":"https://openalex.org/W1968790588","doi":"https://doi.org/10.1080/00207160802649973","mag":"1968790588"},"language":"en","primary_location":{"id":"doi:10.1080/00207160802649973","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160802649973","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","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/A5037077763","display_name":"Emilio Corchado","orcid":"https://orcid.org/0000-0001-8560-3991"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Emilio Corchado","raw_affiliation_strings":["Department of Civil Engineering , University of Burgos , Burgos, Spain","Dept. of Civil Engineering, University of Burgos, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering , University of Burgos , Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"Dept. of Civil Engineering, University of Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009853414","display_name":"Mar\u00eda A. Pellicer","orcid":null},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Assumpci\u00f3 Pellicer","raw_affiliation_strings":["Department of Civil Engineering , University of Burgos , Burgos, Spain","Dept. of Civil Engineering, University of Burgos, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering , University of Burgos , Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"Dept. of Civil Engineering, University of Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064440046","display_name":"L. Borrajo","orcid":"https://orcid.org/0000-0002-6089-6166"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Lourdes Borrajo","raw_affiliation_strings":["Department of Computer Science , University of Vigo , Ourense, Spain","Dept. of Comput. Sci., Univ. of Vigo, Ourense, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Vigo , Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Vigo, Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037077763"],"corresponding_institution_ids":["https://openalex.org/I46176106"],"apc_list":null,"apc_paid":null,"fwci":4.9818,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9496586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"86","issue":"10-11","first_page":"1760","last_page":"1768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9761000275611877,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9761000275611877,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9042999744415283,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.8578324317932129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6759634613990784},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6150214672088623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5849513411521912},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5128374695777893},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5067227482795715},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4832221269607544},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4775348901748657},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4682130813598633},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.46712997555732727},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4566802382469177},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4344449043273926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3926699757575989},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38418853282928467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3269980251789093},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1722671389579773}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.8578324317932129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6759634613990784},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6150214672088623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5849513411521912},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5128374695777893},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5067227482795715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4832221269607544},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4775348901748657},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4682130813598633},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.46712997555732727},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4566802382469177},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4344449043273926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3926699757575989},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38418853282928467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3269980251789093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1722671389579773},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207160802649973","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160802649973","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W45349167","https://openalex.org/W51251913","https://openalex.org/W117644907","https://openalex.org/W1497409715","https://openalex.org/W1500151553","https://openalex.org/W1509235435","https://openalex.org/W1548802052","https://openalex.org/W1562656059","https://openalex.org/W1797002335","https://openalex.org/W1964357740","https://openalex.org/W1968104963","https://openalex.org/W1968747946","https://openalex.org/W1976045444","https://openalex.org/W2023963201","https://openalex.org/W2050760517","https://openalex.org/W2052560010","https://openalex.org/W2074033194","https://openalex.org/W2078468460","https://openalex.org/W2080958785","https://openalex.org/W2094423794","https://openalex.org/W2121834484","https://openalex.org/W2126385963","https://openalex.org/W2134718324","https://openalex.org/W2171553064","https://openalex.org/W2294167355","https://openalex.org/W2798579099","https://openalex.org/W2911385960","https://openalex.org/W3103946996","https://openalex.org/W4205778870","https://openalex.org/W4300352878"],"related_works":["https://openalex.org/W2590565095","https://openalex.org/W4321853849","https://openalex.org/W2896927215","https://openalex.org/W3180828476","https://openalex.org/W4387853727","https://openalex.org/W4285340753","https://openalex.org/W1950019275","https://openalex.org/W1994470380","https://openalex.org/W1520894008","https://openalex.org/W1483579134"],"abstract_inverted_index":{"Firms":[0],"need":[1],"a":[2,29,34,60,81],"control":[3,43],"mechanism":[4],"in":[5,80,84,93,99,104],"order":[6],"to":[7],"analyse":[8],"whether":[9],"they":[10],"are":[11],"achieving":[12],"their":[13],"goals.":[14],"A":[15],"tool":[16],"for":[17],"the":[18,26,41,49,54,69,100,105,110],"decision":[19],"support":[20],"process":[21],"has":[22,90],"been":[23,91,114],"developed":[24],"on":[25],"basis":[27],"of":[28,51,59,68,107],"multi-agent":[30],"system":[31,38,47,89],"that":[32,73],"incorporates":[33],"case-based":[35],"reasoning":[36],"(CBR)":[37],"and":[39,53,96,109],"automates":[40,48],"business":[42],"process.":[44],"The":[45,88],"CBR":[46],"organization":[50],"cases":[52],"retrieval":[55],"stage":[56],"by":[57],"means":[58],"maximum":[61],"likelihood":[62],"Hebbian":[63],"learning-based":[64],"method,":[65],"an":[66,85],"extension":[67],"principal":[70],"component":[71],"analysis":[72],"groups":[74],"similar":[75],"cases,":[76],"identifying":[77],"clusters":[78],"automatically":[79],"data":[82],"set":[83],"unsupervised":[86],"mode.":[87],"tested":[92],"10":[94],"small":[95],"medium":[97],"companies":[98],"textile":[101],"sector,":[102],"located":[103],"northwest":[106],"Spain":[108],"results":[111],"obtained":[112],"have":[113],"very":[115],"encouraging.":[116]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}