{"id":"https://openalex.org/W2563661446","doi":null,"title":"Algoritmo para corregir anomal\u00edas a nivel de instancia en grandes vol\u00famenes de datos utilizando MapReduce","display_name":"Algoritmo para corregir anomal\u00edas a nivel de instancia en grandes vol\u00famenes de datos utilizando MapReduce","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2563661446","mag":"2563661446"},"language":"es","primary_location":{"id":"pmh:oai:rcci.uci.cu:article/1344","doi":null,"is_oa":true,"landing_page_url":"https://rcci.uci.cu/index.php/RCCI/article/view/1344","pdf_url":"https://rcci.uci.cu/index.php/RCCI/article/download/1344/406","source":{"id":"https://openalex.org/S4306526430","display_name":"Revista Cubana de Ciencias Inform\u00e1ticas","issn_l":null,"issn":["1994-1536","2227-1899"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","scielo"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1994-1536","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://rcci.uci.cu/index.php/RCCI/article/download/1344/406","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026146942","display_name":"Yaisel Nu\u00f1ez Arcia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Yaisel Nu\u00f1ez-Arcia","raw_affiliation_strings":["Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba","institution_ids":["https://openalex.org/I3018837529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014274661","display_name":"Lisandra D\u00edaz de la Paz","orcid":"https://orcid.org/0000-0003-4281-1517","observed_orcids":["https://orcid.org/0000-0003-4281-1517"]},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Lisandra D\u00edaz-de-la-Paz","raw_affiliation_strings":["Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba"],"raw_orcid":"https://orcid.org/0000-0003-4281-1517","affiliations":[{"raw_affiliation_string":"Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba","institution_ids":["https://openalex.org/I3018837529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035226259","display_name":"Juan-Luis Garc\u00eda-Mendoza","orcid":"https://orcid.org/0000-0002-8165-9661","observed_orcids":["https://orcid.org/0000-0002-8165-9661"]},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Juan-Luis Garc\u00eda-Mendoza","raw_affiliation_strings":["Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba"],"raw_orcid":"https://orcid.org/0000-0002-8165-9661","affiliations":[{"raw_affiliation_string":"Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba","institution_ids":["https://openalex.org/I3018837529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3018837529"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19016368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"10","issue":"3","first_page":"105","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"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/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"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/T12535","display_name":"Machine Learning and Data Classification","score":9.999999747378752e-05,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.6190000176429749},{"id":"https://openalex.org/keywords/mapreduce","display_name":"MapReduce","score":0.9509999752044678},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.8820000290870667},{"id":"https://openalex.org/keywords/edit-distance","display_name":"edit distance","score":0.9139999747276306},{"id":"https://openalex.org/keywords/levenshtein-distance","display_name":"Levenshtein distance","score":0.9110000133514404},{"id":"https://openalex.org/keywords/data-cleaning","display_name":"data cleaning","score":0.6660000085830688},{"id":"https://openalex.org/keywords/semistructured-data","display_name":"semi-structured data","score":0.8190000057220459},{"id":"https://openalex.org/keywords/distributed-programming","display_name":"distributed programming","score":0.5350000262260437}],"concepts":[{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3018990457057953}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:rcci.uci.cu:article/1344","doi":null,"is_oa":true,"landing_page_url":"https://rcci.uci.cu/index.php/RCCI/article/view/1344","pdf_url":"https://rcci.uci.cu/index.php/RCCI/article/download/1344/406","source":{"id":"https://openalex.org/S4306526430","display_name":"Revista Cubana de Ciencias Inform\u00e1ticas","issn_l":null,"issn":["1994-1536","2227-1899"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","scielo"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1994-1536","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:redalyc.org:378346436008","doi":null,"is_oa":false,"landing_page_url":"https://www.redalyc.org/articulo.oa?id=378346436008","pdf_url":null,"source":{"id":"https://openalex.org/S4377196100","display_name":"Redalyc (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Revista Cubana de Ciencias Inform\u00e1ticas (Cuba) Num.3 Vol.10","raw_type":"art\u00edculo cient\u00edfico"},{"id":"mag:2563661446","doi":null,"is_oa":true,"landing_page_url":"http://scielo.sld.cu/pdf/rcci/v10n3/rcci08316.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306526430","display_name":"Revista Cubana de Ciencias Inform\u00e1ticas","issn_l":null,"issn":["1994-1536","2227-1899"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","scielo"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Revista Cubana de Ciencias Inform\u00e1ticas","raw_type":null}],"best_oa_location":{"id":"pmh:oai:rcci.uci.cu:article/1344","doi":null,"is_oa":true,"landing_page_url":"https://rcci.uci.cu/index.php/RCCI/article/view/1344","pdf_url":"https://rcci.uci.cu/index.php/RCCI/article/download/1344/406","source":{"id":"https://openalex.org/S4306526430","display_name":"Revista Cubana de Ciencias Inform\u00e1ticas","issn_l":null,"issn":["1994-1536","2227-1899"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","scielo"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1994-1536","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2563661446.pdf","grobid_xml":"https://content.openalex.org/works/W2563661446.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7220528563","https://openalex.org/W2908076716","https://openalex.org/W2787109713","https://openalex.org/W2810860103","https://openalex.org/W3028191151","https://openalex.org/W2756852494","https://openalex.org/W3162237682","https://openalex.org/W4244690329","https://openalex.org/W2371099379","https://openalex.org/W2894554841"],"abstract_inverted_index":{"Los":[0],"problemas":[1,42],"de":[2,4,8,17,19,37,58,62,73,84,93,100,107,115,119,131,133,137,146,150,155],"calidad":[3,118],"datos":[5,63,102,121,139,152],"a":[6,56,143],"nivel":[7,57],"instancia":[9,59],"tienen":[10],"un":[11,51],"impacto":[12],"directo":[13],"en":[14,43,60],"la":[15,31,35,82,91,117],"toma":[16],"decisiones":[18],"las":[20,87,124],"organizaciones":[21],"y":[22,95,140,153],"afectan":[23],"su":[24],"desempe\u00f1o.":[25],"A":[26],"medida":[27],"que":[28,38],"crece":[29],"desmedidamente":[30],"informaci\u00f3n":[32],"es":[33],"mayor":[34],"probabilidad":[36],"se":[39,49,75,89,103,122],"presenten":[40],"dichos":[41],"los":[44,101,120,138,147,151,156],"datos.":[45,157],"En":[46],"este":[47],"trabajo":[48],"presenta":[50],"algoritmo":[52,78],"para":[53,80,96],"corregir":[54],"anomal\u00edas":[55],"fuentes":[61],"big":[64],"data":[65],"con":[66,112],"formato":[67,136],"estructurado":[68],"o":[69],"semi-estructurado.":[70],"Como":[71],"m\u00e9todo":[72],"agrupamiento":[74,149],"utiliza":[76,104],"el":[77,98,105,113,135,141],"K-means,":[79],"calcular":[81],"distancia":[83],"edici\u00f3n":[85],"entre":[86],"cadenas":[88],"aplica":[90],"modificaci\u00f3n":[92],"Levenshtein":[94],"manejar":[97],"volumen":[99],"modelo":[106],"programaci\u00f3n":[108],"distribuida":[109],"MapReduce.":[110],"Adem\u00e1s,":[111],"fin":[114],"mejorar":[116],"propusieron":[123],"siguientes":[125],"cuatro":[126],"fases:":[127],"identificaci\u00f3n":[128],"del":[129],"tipo":[130],"fuente":[132],"datos,":[134],"problema":[142],"corregir;":[144],"pre-procesamiento":[145],"datos;":[148],"limpieza":[154]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-01-06T00:00:00"}
