{"id":"https://openalex.org/W4393201338","doi":"https://doi.org/10.3233/jifs-219347","title":"The associative pattern classifier: Progress in theoretical understanding","display_name":"The associative pattern classifier: Progress in theoretical understanding","publication_year":2024,"publication_date":"2024-03-23","ids":{"openalex":"https://openalex.org/W4393201338","doi":"https://doi.org/10.3233/jifs-219347"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219347","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219347","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology","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/A5024689198","display_name":"Sergio Valadez-God\u00ednez","orcid":"https://orcid.org/0000-0001-9620-9690"},"institutions":[{"id":"https://openalex.org/I121595252","display_name":"Polytechnic University of Puerto Rico","ror":"https://ror.org/01b8jmq89","country_code":"PR","type":"education","lineage":["https://openalex.org/I121595252"]}],"countries":["PR"],"is_corresponding":true,"raw_author_name":"Sergio Valadez-God\u00ednez","raw_affiliation_strings":["Universidad Polit\u00e9cnica de P\u00e9njamo","Ingenier\u00eda en Software, Universidad Polit\u00e9cnica de P\u00e9njamo, Guanajuato, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de P\u00e9njamo","institution_ids":["https://openalex.org/I121595252"]},{"raw_affiliation_string":"Ingenier\u00eda en Software, Universidad Polit\u00e9cnica de P\u00e9njamo, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I121595252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007636051","display_name":"Humberto Sossa","orcid":"https://orcid.org/0000-0002-0521-4898"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Humberto Sossa","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional","Laboratorio de Rob\u00f3tica y Mecatr\u00f3nica, Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Laboratorio de Rob\u00f3tica y Mecatr\u00f3nica, Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021056784","display_name":"Ra\u00fal Santiago-Montero","orcid":"https://orcid.org/0000-0001-5247-0395"},"institutions":[{"id":"https://openalex.org/I4210128463","display_name":"Instituto Tecnol\u00f3gico de Le\u00f3n","ror":"https://ror.org/02zmh8h66","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210128463"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ra\u00fal Santiago-Montero","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Le\u00f3n","Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n, Guanajuato, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Le\u00f3n","institution_ids":["https://openalex.org/I4210128463"]},{"raw_affiliation_string":"Divisi\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Tecnol\u00f3gico de Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I4210128463"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024689198"],"corresponding_institution_ids":["https://openalex.org/I121595252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02972227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"2","first_page":"307","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962000250816345,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962000250816345,"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/T10320","display_name":"Neural Networks and Applications","score":0.9945999979972839,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9243000149726868,"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/associative-property","display_name":"Associative property","score":0.7364492416381836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6347230672836304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5010855197906494},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48830342292785645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44662222266197205},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13470619916915894},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.031412363052368164}],"concepts":[{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.7364492416381836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6347230672836304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5010855197906494},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48830342292785645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44662222266197205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13470619916915894},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.031412363052368164}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219347","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219347","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W62541285","https://openalex.org/W1517163383","https://openalex.org/W1941744656","https://openalex.org/W1984047604","https://openalex.org/W1985073024","https://openalex.org/W2024879722","https://openalex.org/W2026738815","https://openalex.org/W2048810123","https://openalex.org/W2064824005","https://openalex.org/W2075210427","https://openalex.org/W2075380850","https://openalex.org/W2077997370","https://openalex.org/W2092199663","https://openalex.org/W2129217160","https://openalex.org/W2133990480","https://openalex.org/W2141136827","https://openalex.org/W2612411123","https://openalex.org/W3009351492","https://openalex.org/W4232309283","https://openalex.org/W4237313411","https://openalex.org/W4240778903","https://openalex.org/W4248684714"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2033914206","https://openalex.org/W2148338580","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0,151,165,247],"Associative":[1],"Pattern":[2],"Classifier":[3],"(APC)":[4],"was":[5],"designed":[6],"as":[7,91,194,266],"an":[8,267],"associative":[9],"memory,":[10],"focusing":[11],"particularly":[12],"on":[13],"pattern":[14,29,141],"classification.":[15],"This":[16,94],"implies":[17],"that":[18,42,83,160,179,204,232],"the":[19,43,46,55,70,74,81,103,112,124,136,145,158,162,168,174,180,187,197,205,211,215,224,227,240,274,277,287],"training":[20],"memory":[21],"is":[22,38,64,78,154,182,207,236,279],"constructed":[23],"in":[24,33,117,129,209],"a":[25,34,50,92,99,115,130,148,244],"single":[26,35],"operation":[27,105],"and":[28,270],"classification":[30],"also":[31,222],"occurs":[32],"process.":[36],"It":[37],"important":[39],"to":[40,68,97,106,184,230,291],"note":[41],"APC":[44,113,137,181,206,248,278,288],"translates":[45],"input":[47,59,198],"patterns":[48,258],"through":[49,120],"translation":[51,188],"vector,":[52,189],"which":[53,190],"represents":[54,243],"average":[56],"of":[57,73,102,133,144,147,196,214,226,276],"all":[58,157],"patterns.":[60,134,199],"Until":[61],"now,":[62],"there":[63],"no":[65],"theoretical":[66,100],"framework":[67],"explain":[69],"inner":[71,294],"workings":[72],"APC.":[75,175],"Its":[76],"relevance":[77],"inferred":[79],"from":[80],"fact":[82],"several":[84],"studies":[85],"have":[86],"been":[87],"conducted":[88],"using":[89],"it":[90],"foundation.":[93],"paper":[95],"seeks":[96],"provide":[98],"comprehension":[101],"APC\u2019s":[104],"facilitate":[107],"future":[108],"enhancements.":[109],"We":[110],"found":[111],"creates":[114],"system":[116],"static":[118],"equilibrium":[119],"concurrent":[121],"vectors":[122],"at":[123],"origin":[125],"(translation":[126],"vector),":[127],"resulting":[128],"balanced":[131,262],"separation":[132,142,163,213,235,241],"However,":[135],"cannot":[138,170],"achieve":[139],"complete":[140],"because":[143,239],"presence":[146],"neutral":[149,152,245],"region.":[150,246],"region":[153],"defined":[155],"by":[156,173],"points":[159,166],"define":[161],"hyperplanes.":[164],"over":[167,261],"hyperplanes":[169],"be":[171,192],"classified":[172],"Additionally,":[176],"we":[177,221],"discovered":[178],"unable":[183],"accurately":[185],"classify":[186],"could":[191],"included":[193],"part":[195],"Our":[200],"previous":[201],"research":[202],"showed":[203],"unsuccessful":[208],"achieving":[210,233],"linear":[212,234],"AND":[216,228],"function.":[217],"In":[218],"this":[219],"research,":[220],"broaden":[223],"examination":[225],"function":[229],"illustrate":[231],"not":[237],"feasible":[238],"line":[242],"demonstrated":[249],"exceptional":[250],"performance":[251,275],"when":[252,281],"tested":[253,282],"with":[254,283],"artificial":[255],"datasets":[256],"where":[257],"were":[259],"distributed":[260],"regions,":[263],"thus":[264],"operating":[265],"efficient":[268],"multiclass":[269],"non-linear":[271],"classifier.":[272],"Nevertheless,":[273],"lower":[280],"real-world":[284],"databases,":[285],"making":[286],"inaccurate":[289],"due":[290],"its":[292],"restricted":[293],"workings.":[295]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
