{"id":"https://openalex.org/W2886593307","doi":"https://doi.org/10.35537/10915/67168","title":"Modelo de sistemas arm\u00f3nicos difusos para la miner\u00eda temporal","display_name":"Modelo de sistemas arm\u00f3nicos difusos para la miner\u00eda temporal","publication_year":2018,"publication_date":"2018-05-29","ids":{"openalex":"https://openalex.org/W2886593307","doi":"https://doi.org/10.35537/10915/67168","mag":"2886593307"},"language":"es","primary_location":{"id":"doi:10.35537/10915/67168","is_oa":true,"landing_page_url":"https://doi.org/10.35537/10915/67168","pdf_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/67168/Documento_completo.pdf?sequence=1","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universidad Nacional de La Plata","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/67168/Documento_completo.pdf?sequence=1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006777770","display_name":"Walter Valent\u00edn Bel","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bel, Walter Valent\u00edn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5006777770"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9973000288009644,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9973000288009644,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9959999918937683,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/humanities","display_name":"Humanities","score":0.6978615522384644},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.4876669645309448},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3455994725227356}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.6978615522384644},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.4876669645309448},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3455994725227356}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.35537/10915/67168","is_oa":true,"landing_page_url":"https://doi.org/10.35537/10915/67168","pdf_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/67168/Documento_completo.pdf?sequence=1","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universidad Nacional de La Plata","raw_type":"dissertation"},{"id":"pmh:oai:sedici.unlp.edu.ar:10915/67168","is_oa":true,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/67168","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:SEDICI (UNLP)","raw_type":"http://purl.org/coar/resource_type/c_db06"},{"id":"pmh:oai:americanae.aecid.es:3133703","is_oa":true,"landing_page_url":"http://americanae.aecid.es/americanae/es/registros/registro.do?tipoRegistro=MTD&idBib=3133703","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:SEDICI (UNLP)","raw_type":"http://purl.org/coar/resource_type/c_db06"}],"best_oa_location":{"id":"doi:10.35537/10915/67168","is_oa":true,"landing_page_url":"https://doi.org/10.35537/10915/67168","pdf_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/67168/Documento_completo.pdf?sequence=1","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universidad Nacional de La Plata","raw_type":"dissertation"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2886593307.pdf","grobid_xml":"https://content.openalex.org/works/W2886593307.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W88008059","https://openalex.org/W154406135","https://openalex.org/W308258633","https://openalex.org/W560067998","https://openalex.org/W573022811","https://openalex.org/W655260734","https://openalex.org/W1484011530","https://openalex.org/W1516899372","https://openalex.org/W1531351064","https://openalex.org/W1539577715","https://openalex.org/W1553483187","https://openalex.org/W1580334350","https://openalex.org/W1599790193","https://openalex.org/W1601068213","https://openalex.org/W1912982817","https://openalex.org/W1972978214","https://openalex.org/W1974828111","https://openalex.org/W1979773093","https://openalex.org/W1989037929","https://openalex.org/W2016210396","https://openalex.org/W2019378719","https://openalex.org/W2033626294","https://openalex.org/W2035125442","https://openalex.org/W2041280856","https://openalex.org/W2049757356","https://openalex.org/W2053154970","https://openalex.org/W2059901265","https://openalex.org/W2090677252","https://openalex.org/W2091110954","https://openalex.org/W2095126890","https://openalex.org/W2102634648","https://openalex.org/W2103269436","https://openalex.org/W2132885717","https://openalex.org/W2140190241","https://openalex.org/W2142073185","https://openalex.org/W2146518764","https://openalex.org/W2149140091","https://openalex.org/W2149298154","https://openalex.org/W2156030748","https://openalex.org/W2157825442","https://openalex.org/W2158174679","https://openalex.org/W2159265133","https://openalex.org/W2193121729","https://openalex.org/W2303147257","https://openalex.org/W2475282920","https://openalex.org/W2611545520","https://openalex.org/W2619525139","https://openalex.org/W2741325504","https://openalex.org/W2762249617","https://openalex.org/W2773620553","https://openalex.org/W2788915030","https://openalex.org/W2921629193","https://openalex.org/W2982344096","https://openalex.org/W3013430759","https://openalex.org/W3021049543","https://openalex.org/W3106153160","https://openalex.org/W3144372880","https://openalex.org/W3206971523","https://openalex.org/W4211011563","https://openalex.org/W4211226603","https://openalex.org/W4212848460","https://openalex.org/W4231927217","https://openalex.org/W4239510810","https://openalex.org/W4252684946","https://openalex.org/W4252777590","https://openalex.org/W4300110167","https://openalex.org/W4301459447","https://openalex.org/W4301943080","https://openalex.org/W4302103869","https://openalex.org/W4302591315","https://openalex.org/W4394834775"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036"],"abstract_inverted_index":{"En":[0],"estos":[1],"\u00faltimos":[2],"a\u00f1os":[3],"el":[4,62,202,243,251,269,292,298,320],"constante":[5],"incremento":[6],"del":[7,111,129,223,248,276,304,325,347,351],"volumen":[8],"de":[9,17,37,47,64,79,84,91,113,121,142,163,204,215,217,245,253,259,271,281,286,339,341,356,374],"datos":[10,49,65,80,197],"generados":[11],"y":[12,23,32,43,105,107,124,151,161,172,185,208,255,273,310,322,332,358],"almacenados":[13],"por":[14],"los":[15,122,196,246,260,282,378],"sistemas":[16],"informaci\u00f3n":[18,45],"sumados":[19],"a":[20,55],"su":[21,56],"volatilidad":[22],"variedad.":[24],"Este":[25,312],"fen\u00f3meno":[26],"es":[27,193,206,233,369],"conocido":[28],"como":[29,133,188],"Big":[30],"Data,":[31],"ha":[33],"motivado":[34],"la":[35,76,119,138,221,256,274,302,323,365],"necesidad":[36],"nuevas":[38],"t\u00e9cnicas":[39,135],"que":[40,166,230,296,364,381],"permitan":[41],"procesar":[42],"obtener":[44],"\u00fatil":[46],"dichos":[48],"en":[50,66,86,118,126,131,176,265,268,278,307,316,328,380],"un":[51,102,226,237,329],"tiempo":[52,67,87,252,270,279],"razonable;":[53],"siendo":[54],"vez":[57,59,229],"cada":[58,228],"m\u00e1s":[60,211],"necesario":[61,194],"procesamiento":[63,254],"real.":[68,88],"Esta":[69],"tesis":[70],"presenta":[71,291],"una":[72,109,266,336],"propuesta":[73,366],"innovadora":[74],"para":[75,189,301,377],"miner\u00eda":[77],"temporal":[78],"cuando":[81,148,235],"hay":[82],"requerimiento":[83],"respuesta":[85,272],"El":[89,155,213],"modelo":[90,112,156,183,203,224,249,299,326],"Sistemas":[92,114],"Arm\u00f3nicos":[93],"Difusos":[94],"(Fuzzy":[95],"Harmonic":[96],"Systems,":[97],"FHS)":[98],"se":[99,263,290,382],"implementa":[100,297],"con":[101,198],"algoritmo":[103],"simple":[104],"liviano,":[106],"constituye":[108],"extensi\u00f3n":[110],"Arm\u00f3nicos.":[115],"Se":[116],"enfoca":[117],"temporalidad":[120],"eventos":[123,146],"no":[125,152,367],"las":[127,170,177],"caracter\u00edsticas":[128,350],"evento":[130],"s\u00ed,":[132],"otras":[134],"tradicionales.":[136],"Permite":[137],"detecci\u00f3n":[139],"y/o":[140],"predicci\u00f3n":[141,303],"comportamientos":[143],"an\u00f3malos":[144],"o":[145],"espec\u00edficos":[147],"\u00e9stos":[149],"ocurren":[150],"necesariamente":[153],"post-mortem.":[154],"FHS":[157,300],"utiliza":[158],"patrones":[159,218],"difusos":[160],"reglas":[162],"inferencias":[164],"difusas":[165],"le":[167,180],"permiten":[168,362],"contextualizar":[169],"variables":[171,340],"detectar":[173],"conocimiento":[174],"impl\u00edcito":[175],"mismas.":[178],"\u00c9sto":[179,262],"otorga":[181],"al":[182],"flexibilidad":[184],"robustez":[186],"suficiente":[187],"tratar":[190],"problemas":[191],"donde":[192,334],"interpretar":[195],"sentido":[199],"sem\u00e1ntico.":[200],"As\u00ed,":[201],"comportamiento":[205],"din\u00e1mico":[207],"representa":[209],"complejidades":[210],"sutiles.":[212],"mecanismo":[214],"resonancia":[216],"permite":[219],"ajustar":[220],"sensibilidad":[222],"realizando":[225],"aprendizaje":[227],"\u00e9ste":[231],"resuena,":[232],"decir":[234],"detecta":[236],"caso":[238],"positivo.":[239],"Por":[240],"otra":[241],"parte,":[242],"uso":[244],"filtros":[247],"reduce":[250],"complejidad":[257],"computacional":[258],"mismos.":[261],"traduce":[264],"mejora":[267],"posibilidad":[275],"tratamiento":[277],"real":[280,331],"datos.":[283],"Como":[284],"parte":[285],"este":[287],"trabajo,":[288],"tambi\u00e9n":[289,372],"prototipo":[293,313],"Kronos":[294],"M\u00f3vil":[295],"nivel":[305],"riesgo":[306],"tr\u00e1nsito":[308],"vehicular":[309],"peatonal.":[311],"est\u00e1":[314],"codificado":[315],"Android,":[317],"permitiendo":[318],"evaluar":[319],"rendimiento":[321],"eficiencia":[324],"propuesto":[327],"entorno":[330],"din\u00e1mico,":[333],"intervienen":[335],"gran":[337],"cantidad":[338],"diverso":[342],"tipo":[343],"(climatol\u00f3gicas,":[344],"geogr\u00e1ficas,":[345],"fisiol\u00f3gicas":[346],"usuario,":[348],"vehiculares,":[349],"desplazamiento,":[352],"etc.).":[353],"Los":[354],"estudios":[355],"campo":[357],"an\u00e1lisis":[359],"estad\u00edsticos":[360],"realizados":[361],"asegurar":[363],"s\u00f3lo":[368],"performante":[370],"sino":[371],"aplicable":[373],"manera":[375],"satisfactoria":[376],"entornos":[379],"plantea.":[383]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
