{"id":"https://openalex.org/W2945217702","doi":"https://doi.org/10.3233/jifs-179040","title":"Frequent similar pattern mining using non Boolean similarity functions","display_name":"Frequent similar pattern mining using non Boolean similarity functions","publication_year":2019,"publication_date":"2019-05-14","ids":{"openalex":"https://openalex.org/W2945217702","doi":"https://doi.org/10.3233/jifs-179040","mag":"2945217702"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179040","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179040","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","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/A5061682549","display_name":"Ansel Y. Rodr\u00edguez\u2010Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-9971-0237"},"institutions":[{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210162158","display_name":"Universidad Tecnol\u00f3gica de Nayarit","ror":"https://ror.org/04y8eg478","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210162158"]},{"id":"https://openalex.org/I64663401","display_name":"Centro de Investigaci\u00f3n Cient\u00edfica y de Educaci\u00f3n Superior de Ensenada","ror":"https://ror.org/04znhwb73","country_code":"MX","type":"facility","lineage":["https://openalex.org/I64663401"]}],"countries":["MX","US"],"is_corresponding":true,"raw_author_name":"Ansel Y. Rodr\u00edguez-Gonz\u00e1lez","raw_affiliation_strings":["CICESE-UT3, Andador 10 #109, Ciudad del Conocimiento, Tepic, Nayarit, M\u00e9xico","Mexican National Research Council (CONACyT)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICESE-UT3, Andador 10 #109, Ciudad del Conocimiento, Tepic, Nayarit, M\u00e9xico","institution_ids":["https://openalex.org/I4210162158","https://openalex.org/I64663401"]},{"raw_affiliation_string":"Mexican National Research Council (CONACyT)","institution_ids":["https://openalex.org/I197604219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009754927","display_name":"Jos\u00e9 Fco. Mart\u00ednez-Trinidad","orcid":"https://orcid.org/0000-0001-7973-9075"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 F. Mart\u00ednez-Trinidad","raw_affiliation_strings":["Department of Computer Sciences, National Institute of Astrophysics, Optics and Electronics (INAOE), Luis Enrique Erro 1, Tonantzintla, Puebla, 72840, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, National Institute of Astrophysics, Optics and Electronics (INAOE), Luis Enrique Erro 1, Tonantzintla, Puebla, 72840, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022183538","display_name":"Jes\u00fas Ariel Carrasco-Ochoa","orcid":"https://orcid.org/0000-0002-9982-7758"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jes\u00fas A. Carrasco-Ochoa","raw_affiliation_strings":["Department of Computer Sciences, National Institute of Astrophysics, Optics and Electronics (INAOE), Luis Enrique Erro 1, Tonantzintla, Puebla, 72840, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, National Institute of Astrophysics, Optics and Electronics (INAOE), Luis Enrique Erro 1, Tonantzintla, Puebla, 72840, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045113658","display_name":"Jos\u00e9 Ru\u00edz-Shulcloper","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ruiz-Shulcloper","raw_affiliation_strings":["University of Informatics Sciences (UCI), Carretera a San Antonio de los Ba\u00f1os, Km. 2 1/2, Havana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Informatics Sciences (UCI), Carretera a San Antonio de los Ba\u00f1os, Km. 2 1/2, Havana, Cuba","institution_ids":["https://openalex.org/I4210102241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035831624","display_name":"Mat\u0131\u0301as Alvarado","orcid":"https://orcid.org/0000-0003-2853-7451"},"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":"Mat\u00edas Alvarado-Mentado","raw_affiliation_strings":["Department of Computer Science, Center of Research and Advanced Studies (CINVESTAV), Instituto Polit\u00e9cnico Nacional 2508, D.F., 07300, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Center of Research and Advanced Studies (CINVESTAV), Instituto Polit\u00e9cnico Nacional 2508, D.F., 07300, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061682549"],"corresponding_institution_ids":["https://openalex.org/I197604219","https://openalex.org/I4210162158","https://openalex.org/I64663401"],"apc_list":null,"apc_paid":null,"fwci":0.3444,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66277949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":"5","first_page":"4931","last_page":"4944"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.994700014591217,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9905999898910522,"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/similarity","display_name":"Similarity (geometry)","score":0.7398831844329834},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6187227964401245},{"id":"https://openalex.org/keywords/boolean-expression","display_name":"Boolean expression","score":0.6047707796096802},{"id":"https://openalex.org/keywords/boolean-function","display_name":"Boolean function","score":0.5763533711433411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5702280402183533},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.539306640625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5361020565032959},{"id":"https://openalex.org/keywords/pattern-matching","display_name":"Pattern matching","score":0.4641702175140381},{"id":"https://openalex.org/keywords/boolean-network","display_name":"Boolean network","score":0.4114553928375244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4103277325630188},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3861662745475769},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3719184398651123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34281086921691895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26506245136260986},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10661476850509644},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10003200173377991}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7398831844329834},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6187227964401245},{"id":"https://openalex.org/C158465420","wikidata":"https://www.wikidata.org/wiki/Q1979515","display_name":"Boolean expression","level":3,"score":0.6047707796096802},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.5763533711433411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5702280402183533},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.539306640625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5361020565032959},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.4641702175140381},{"id":"https://openalex.org/C134444547","wikidata":"https://www.wikidata.org/wiki/Q585230","display_name":"Boolean network","level":3,"score":0.4114553928375244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4103277325630188},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3861662745475769},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3719184398651123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34281086921691895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26506245136260986},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10661476850509644},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10003200173377991},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179040","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179040","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","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":21,"referenced_works":["https://openalex.org/W52912390","https://openalex.org/W1506285740","https://openalex.org/W1540170133","https://openalex.org/W1599231733","https://openalex.org/W1660390307","https://openalex.org/W1964782720","https://openalex.org/W1970012419","https://openalex.org/W1972516896","https://openalex.org/W2049295293","https://openalex.org/W2051332471","https://openalex.org/W2080084655","https://openalex.org/W2081980673","https://openalex.org/W2083459174","https://openalex.org/W2107207062","https://openalex.org/W2110893883","https://openalex.org/W2164877079","https://openalex.org/W2166559705","https://openalex.org/W2237959143","https://openalex.org/W2724151390","https://openalex.org/W2771178971","https://openalex.org/W6676115149"],"related_works":["https://openalex.org/W1991822629","https://openalex.org/W4252281389","https://openalex.org/W3141532631","https://openalex.org/W2106622045","https://openalex.org/W2131164334","https://openalex.org/W2037737738","https://openalex.org/W2918709778","https://openalex.org/W2105128170","https://openalex.org/W2558644562","https://openalex.org/W2011175857"],"abstract_inverted_index":{"There":[0],"are":[1,9,27,148,162],"many":[2],"problems":[3],"were":[4],"the":[5,24,40,55,75,111,118,129,143,167,172],"objects":[6],"under":[7],"study":[8],"described":[10],"by":[11,116,186],"mixed":[12],"data":[13,138],"(numerical":[14],"and":[15,19,72,88,136,169,191],"non":[16,58,64,121,158],"numerical":[17],"features)":[18],"similarity":[20,44,60,66,123,160,195],"functions":[21,45,161],"different":[22,46],"from":[23,47],"exact":[25,48],"matching":[26],"usually":[28],"employed":[29],"to":[30,84,91],"compare":[31],"them.":[32],"Some":[33],"algorithms":[34,77,152,176],"for":[35,78,127,153,180],"mining":[36,79,115,154],"frequent":[37,80,103,113,133,155,188],"patterns":[38,95,135,146,156,179,184],"allow":[39,54],"use":[41,56,119],"of":[42,57,120,132,145,171],"Boolean":[43,59,65,70,122,159,194],"matching.":[49],"However,":[50],"they":[51],"do":[52],"not":[53,99],"functions.":[61,124,196],"Transforming":[62],"a":[63,69,137],"function":[67],"into":[68],"one,":[71],"then":[73],"applying":[74],"previous":[76],"patterns,":[81,87],"could":[82],"lead":[83],"loss":[85],"some":[86,93],"even":[89],"more":[90],"generate":[92],"other":[94],"which":[96],"indeed":[97],"should":[98],"be":[100],"considered":[101],"as":[102],"similar":[104,112,134],"patterns.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109],"extend":[110],"pattern":[114,189],"allowing":[117],"Several":[125],"properties":[126],"pruning":[128],"search":[130],"space":[131],"structure":[139],"that":[140],"allows":[141],"computing":[142],"frequency":[144],"candidates,":[147],"proposed.":[149,163],"Also,":[150],"three":[151],"using":[157,193],"Experimental":[164],"results":[165],"show":[166],"efficiency":[168],"efficacy":[170],"algorithms.":[173],"The":[174],"proposed":[175],"obtain":[177],"better":[178],"classification":[181],"than":[182],"those":[183],"obtained":[185],"traditional":[187],"miners,":[190],"miners":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
