{"id":"https://openalex.org/W2911710708","doi":"https://doi.org/10.1109/la-cci.2018.8625250","title":"Discrete-Time Neural Identification of a SIR Epidemic Model","display_name":"Discrete-Time Neural Identification of a SIR Epidemic Model","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2911710708","doi":"https://doi.org/10.1109/la-cci.2018.8625250","mag":"2911710708"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci.2018.8625250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2018.8625250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003440600","display_name":"Romeo Covarrubias","orcid":null},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Romeo Covarrubias","raw_affiliation_strings":["CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004231492","display_name":"Alma Y. Alan\u00eds","orcid":"https://orcid.org/0000-0001-9600-779X"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alma Y. Alanis","raw_affiliation_strings":["CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090038940","display_name":"Daniel R\u00edos","orcid":null},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Daniel Rios","raw_affiliation_strings":["CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067597688","display_name":"Edgar N. S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8695-7879"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Edgar N. Sanchez","raw_affiliation_strings":["CINVESTAV, Unidad Guadalajara, Zapopan, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051418152","display_name":"Esteban A. Hernandez\u2010Vargas","orcid":"https://orcid.org/0000-0002-3645-435X"},"institutions":[{"id":"https://openalex.org/I2801628138","display_name":"Frankfurt Institute for Advanced Studies","ror":"https://ror.org/05vmv8m79","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801628138"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Esteban A. Hernandez-Vargas","raw_affiliation_strings":["Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I2801628138"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7329259514808655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6184688210487366},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5284088850021362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40347757935523987},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06910458207130432}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7329259514808655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184688210487366},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5284088850021362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40347757935523987},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06910458207130432},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/la-cci.2018.8625250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2018.8625250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W612593197","https://openalex.org/W1581808154","https://openalex.org/W2004269351","https://openalex.org/W2038128936","https://openalex.org/W2093580138","https://openalex.org/W2124776405","https://openalex.org/W2146014298","https://openalex.org/W2154095835","https://openalex.org/W2160641607","https://openalex.org/W2161716740","https://openalex.org/W2335001735","https://openalex.org/W2468128278","https://openalex.org/W2953133333","https://openalex.org/W3203680921","https://openalex.org/W4285719527","https://openalex.org/W6719775565"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Recurrent":[0],"high-order":[1],"neural":[2,37,83],"networks":[3,84],"(ROHNNs)":[4],"have":[5],"been":[6],"recognized":[7],"for":[8,56,82],"their":[9],"great":[10],"ability":[11],"to":[12,33,35,70,100],"approximate":[13],"complex":[14],"and":[15,21,31,73],"nonlinear":[16],"functions":[17],"in":[18],"the":[19,36,43,57,75,87,95],"continuous":[20],"discrete":[22],"time":[23],"domain.":[24],"Additionally,":[25],"ROHNNs'":[26],"architectures":[27],"are":[28,98],"very":[29],"flexible":[30],"allow":[32],"incorporate":[34],"model":[38,63],"a":[39,51,60,78],"priori":[40],"information":[41],"about":[42],"system":[44,55],"structure.":[45],"Exploiting":[46],"these":[47],"features,":[48],"we":[49],"present":[50],"discrete-time":[52],"RHONN-based":[53],"identification":[54],"description":[58],"of":[59,77,94],"SIR":[61],"epidemic":[62],"with":[64],"impulsive":[65],"control,":[66],"which":[67],"is":[68],"assumed":[69],"be":[71],"unknown,":[72],"combine":[74],"usage":[76],"suitable":[79],"learning":[80],"algorithm":[81],"based":[85],"on":[86],"famous":[88],"extended":[89],"Kalman":[90],"filter.":[91],"Simulation":[92],"results":[93],"proposed":[96],"scheme":[97],"shown":[99],"illustrate":[101],"its":[102],"applicability.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}