{"id":"https://openalex.org/W4226237035","doi":"https://doi.org/10.1007/978-3-031-04447-2_1","title":"Automatic Data Imputation in\u00a0Time Series Processing Using Neural Networks for\u00a0Industry and\u00a0Medical Datasets","display_name":"Automatic Data Imputation in\u00a0Time Series Processing Using Neural Networks for\u00a0Industry and\u00a0Medical Datasets","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226237035","doi":"https://doi.org/10.1007/978-3-031-04447-2_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-04447-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-04447-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5018027693","display_name":"Juan Ignacio Porta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109836","display_name":"Instituto de F\u00edsica La Plata","ror":"https://ror.org/01pmtm379","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210109836","https://openalex.org/I4210123736","https://openalex.org/I4210138160","https://openalex.org/I4387155568","https://openalex.org/I874386039"]},{"id":"https://openalex.org/I166401450","display_name":"Universidad Nacional de C\u00f3rdoba","ror":"https://ror.org/056tb7j80","country_code":"AR","type":"education","lineage":["https://openalex.org/I166401450"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Juan Ignacio Porta","raw_affiliation_strings":["FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","Instituto de F\u00edsica Enrique Gaviola, IFEG (UNC-CONICET), C\u00f3rdoba, Argentina"],"affiliations":[{"raw_affiliation_string":"FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I166401450"]},{"raw_affiliation_string":"Instituto de F\u00edsica Enrique Gaviola, IFEG (UNC-CONICET), C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I4210109836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007280723","display_name":"Mart\u00edn Ariel Dom\u00ednguez","orcid":null},"institutions":[{"id":"https://openalex.org/I166401450","display_name":"Universidad Nacional de C\u00f3rdoba","ror":"https://ror.org/056tb7j80","country_code":"AR","type":"education","lineage":["https://openalex.org/I166401450"]},{"id":"https://openalex.org/I4210098917","display_name":"Instituto de Investigaciones en Ciencias de la Salud","ror":"https://ror.org/00vsnbn30","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I166401450","https://openalex.org/I4210098917","https://openalex.org/I4210123736","https://openalex.org/I4210130626","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Mart\u00edn Ariel Dom\u00ednguez","raw_affiliation_strings":["FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","Secci\u00f3n de Ciencias de la Computaci\u00f3n, C\u00f3rdoba, Argentina"],"affiliations":[{"raw_affiliation_string":"FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I166401450"]},{"raw_affiliation_string":"Secci\u00f3n de Ciencias de la Computaci\u00f3n, C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I4210098917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057670202","display_name":"Francisco A. Tamarit","orcid":"https://orcid.org/0000-0001-8697-2107"},"institutions":[{"id":"https://openalex.org/I4210109836","display_name":"Instituto de F\u00edsica La Plata","ror":"https://ror.org/01pmtm379","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210109836","https://openalex.org/I4210123736","https://openalex.org/I4210138160","https://openalex.org/I4387155568","https://openalex.org/I874386039"]},{"id":"https://openalex.org/I166401450","display_name":"Universidad Nacional de C\u00f3rdoba","ror":"https://ror.org/056tb7j80","country_code":"AR","type":"education","lineage":["https://openalex.org/I166401450"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Francisco Tamarit","raw_affiliation_strings":["FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","Instituto de F\u00edsica Enrique Gaviola, IFEG (UNC-CONICET), C\u00f3rdoba, Argentina"],"affiliations":[{"raw_affiliation_string":"FaMAF, Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I166401450"]},{"raw_affiliation_string":"Instituto de F\u00edsica Enrique Gaviola, IFEG (UNC-CONICET), C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I4210109836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018027693"],"corresponding_institution_ids":["https://openalex.org/I166401450","https://openalex.org/I4210109836"],"apc_list":null,"apc_paid":null,"fwci":0.4052,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49530271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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/T11309","display_name":"Music and Audio Processing","score":0.9864000082015991,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.7706576585769653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7465836405754089},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.7379082441329956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5935289859771729},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5542390942573547},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4955853223800659},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.48700886964797974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.430059015750885},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.42395544052124023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40921181440353394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12251743674278259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06875225901603699}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7706576585769653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7465836405754089},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7379082441329956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5935289859771729},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5542390942573547},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4955853223800659},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.48700886964797974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.430059015750885},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.42395544052124023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40921181440353394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12251743674278259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06875225901603699},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-04447-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-04447-2_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W166510246","https://openalex.org/W1968354112","https://openalex.org/W1975257359","https://openalex.org/W1978371851","https://openalex.org/W1981276685","https://openalex.org/W2008192368","https://openalex.org/W2035104901","https://openalex.org/W2050493487","https://openalex.org/W2064675550","https://openalex.org/W2099302229","https://openalex.org/W2100358124","https://openalex.org/W2103972604","https://openalex.org/W2144730813","https://openalex.org/W2157331557","https://openalex.org/W2162800060","https://openalex.org/W2237307454","https://openalex.org/W2396881363","https://openalex.org/W2402972623","https://openalex.org/W2604847698","https://openalex.org/W2771817472","https://openalex.org/W2783323081","https://openalex.org/W2784097753","https://openalex.org/W2799669964","https://openalex.org/W2848033333","https://openalex.org/W2980994438","https://openalex.org/W3013655789","https://openalex.org/W3046991059","https://openalex.org/W3104062444","https://openalex.org/W3111698685","https://openalex.org/W4240007298","https://openalex.org/W6607601664","https://openalex.org/W6608922918"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
