{"id":"https://openalex.org/W4291302253","doi":"https://doi.org/10.1007/978-3-031-13870-6_14","title":"Artificial Neural Networks for COVID-19 Forecasting in Mexico: An Empirical Study","display_name":"Artificial Neural Networks for COVID-19 Forecasting in Mexico: An Empirical Study","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4291302253","doi":"https://doi.org/10.1007/978-3-031-13870-6_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-13870-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13870-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5056487399","display_name":"Carlos Castorena","orcid":"https://orcid.org/0000-0002-4202-1008"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"C. M. Castorena","raw_affiliation_strings":["Tecnolog\u00edas de la Informaci\u00f3n y las Comunicaciones, Universidad de Valencia, Av. Universitat s/n, 46100, Burjassot, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Tecnolog\u00edas de la Informaci\u00f3n y las Comunicaciones, Universidad de Valencia, Av. Universitat s/n, 46100, Burjassot, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022806095","display_name":"R. Alejo","orcid":"https://orcid.org/0000-0002-7580-3305"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"funder","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"R. Alejo","raw_affiliation_strings":["Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico"],"affiliations":[{"raw_affiliation_string":"Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003228724","display_name":"Er\u00e9ndira Rend\u00f3n","orcid":"https://orcid.org/0000-0003-4581-6022"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"funder","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"E. Rend\u00f3n","raw_affiliation_strings":["Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico"],"affiliations":[{"raw_affiliation_string":"Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031693554","display_name":"E. E. Granda-Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-9316-9627"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"E. E. Granda-Gut\u00ederrez","raw_affiliation_strings":["UAEM University Center at Atlacomulco, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Carretera Toluca-Atlacomulco Km. 60, 50450, Atlacomulco, Mexico"],"affiliations":[{"raw_affiliation_string":"UAEM University Center at Atlacomulco, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Carretera Toluca-Atlacomulco Km. 60, 50450, Atlacomulco, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005874427","display_name":"Rosa Mar\u00eda Valdovinos Rosas","orcid":"https://orcid.org/0000-0001-9954-0653"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"R. M. Valdovinos","raw_affiliation_strings":["Faculty of Engineering, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Cerro de Coatepec S/N, Ciudad Universitaria, 50100, Toluca, Mexico"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Aut\u00f3noma del Estado de M\u00e9xico, Cerro de Coatepec S/N, Ciudad Universitaria, 50100, Toluca, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028099885","display_name":"G. Miranda-Pi\u00f1a","orcid":"https://orcid.org/0000-0001-7122-0658"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"funder","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"G. Miranda-Pi\u00f1a","raw_affiliation_strings":["Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico"],"affiliations":[{"raw_affiliation_string":"Division of Postgraduate Studies and Research, National Institute of Technology of Mexico, (TecNM) Campus Toluca, Av. Tecnol\u00f3gico s/n, Agr\u00edcola Bellavista, 52149, Metepec, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056487399"],"corresponding_institution_ids":["https://openalex.org/I16097986"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27212591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"168","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9878000020980835,"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/computer-science","display_name":"Computer science","score":0.8272581100463867},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7163684368133545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6901782751083374},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.669590413570404},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5938100814819336},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5489689111709595},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5182263851165771},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.49192166328430176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4856511354446411},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46078360080718994},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.42758017778396606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32466644048690796},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11818626523017883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07681846618652344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8272581100463867},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7163684368133545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6901782751083374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.669590413570404},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5938100814819336},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5489689111709595},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5182263851165771},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.49192166328430176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4856511354446411},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46078360080718994},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.42758017778396606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32466644048690796},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11818626523017883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07681846618652344},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-13870-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13870-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6800000071525574,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2564947831","https://openalex.org/W2580840020","https://openalex.org/W2742491462","https://openalex.org/W2768147993","https://openalex.org/W2896034036","https://openalex.org/W2919115771","https://openalex.org/W2922329508","https://openalex.org/W2944851425","https://openalex.org/W2958670568","https://openalex.org/W2985151947","https://openalex.org/W2991137082","https://openalex.org/W3008443627","https://openalex.org/W3011771926","https://openalex.org/W3014803340","https://openalex.org/W3024620312","https://openalex.org/W3031293910","https://openalex.org/W3035826609","https://openalex.org/W3042316884","https://openalex.org/W3115103108","https://openalex.org/W3123646802","https://openalex.org/W3124539583","https://openalex.org/W3133657579","https://openalex.org/W3136896197","https://openalex.org/W3159901390","https://openalex.org/W3168259256","https://openalex.org/W3187628238","https://openalex.org/W3196442791","https://openalex.org/W3208475069","https://openalex.org/W6600140940"],"related_works":["https://openalex.org/W4381487685","https://openalex.org/W4231994957","https://openalex.org/W2991591812","https://openalex.org/W2763109982","https://openalex.org/W4320802194","https://openalex.org/W3211546796","https://openalex.org/W4294067781","https://openalex.org/W4380360744","https://openalex.org/W1525510058","https://openalex.org/W4283784365"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
