{"id":"https://openalex.org/W3199417037","doi":"https://doi.org/10.1007/978-3-030-86271-8_25","title":"Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models","display_name":"Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199417037","doi":"https://doi.org/10.1007/978-3-030-86271-8_25","mag":"3199417037"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86271-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_25","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/A5017650015","display_name":"Nadia N. S\u00e1nchez-Pozo","orcid":"https://orcid.org/0000-0003-0509-2082"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nadia N. S\u00e1nchez-Pozo","raw_affiliation_strings":["SDAS Research Group, Ibarra, Ecuador","Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","SDAS Research Group","Universitat Oberta de Catalunya"],"raw_orcid":"https://orcid.org/0000-0003-0509-2082","affiliations":[{"raw_affiliation_string":"SDAS Research Group, Ibarra, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"SDAS Research Group","institution_ids":[]},{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014771012","display_name":"Sergio Trilles","orcid":"https://orcid.org/0000-0002-9304-0719"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]},{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergi Trilles-Oliver","raw_affiliation_strings":["Institute of New Imaging Technologies, Universitat Jaume I, Castell\u00f3, Spain","Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","Universitat Oberta de Catalunya","Universitat Jaume I"],"raw_orcid":"https://orcid.org/0000-0002-9304-0719","affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Universitat Jaume I, Castell\u00f3, Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"Universitat Jaume I","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086166846","display_name":"Albert Sol\u00e9\u2010Ribalta","orcid":"https://orcid.org/0000-0002-2953-5338"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Albert Sol\u00e9-Ribalta","raw_affiliation_strings":["Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","Universitat Oberta de Catalunya"],"raw_orcid":"https://orcid.org/0000-0002-2953-5338","affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, Barcelona, Espa\u00f1a","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068852288","display_name":"Leandro L. Lorente-Leyva","orcid":"https://orcid.org/0000-0002-2973-7765"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leandro L. Lorente-Leyva","raw_affiliation_strings":["SDAS Research Group, Ibarra, Ecuador","SDAS Research Group"],"raw_orcid":"https://orcid.org/0000-0002-2973-7765","affiliations":[{"raw_affiliation_string":"SDAS Research Group, Ibarra, Ecuador","institution_ids":[]},{"raw_affiliation_string":"SDAS Research Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076165643","display_name":"Dagoberto Mayorca-Torres","orcid":"https://orcid.org/0000-0002-4342-0238"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210091051","display_name":"Universidad Mariana","ror":"https://ror.org/00ct7kr02","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210091051"]},{"id":"https://openalex.org/I4210150145","display_name":"Parque Tecnol\u00f3gico de la Salud","ror":"https://ror.org/0503gyy63","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210150145"]}],"countries":["CO","ES"],"is_corresponding":true,"raw_author_name":"Dagoberto Mayorca-Torres","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Mariana, Pasto (Nari\u00f1o), Colombia","Programa de Doctorado en Tecnolog\u00edas de la Informaci\u00f3n y la Comunicaci\u00f3n, Universidad de Granada, Granada, Espa\u00f1a","SDAS Research Group, Ibarra, Ecuador","Universidad Mariana","SDAS Research Group","Programa de Doctorado en Tecnolog\u00edas de la Informaci\u00f3n y la Comunicaci\u00f3n, Universidad de Granada"],"raw_orcid":"https://orcid.org/0000-0002-4342-0238","affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Mariana, Pasto (Nari\u00f1o), Colombia","institution_ids":["https://openalex.org/I4210091051"]},{"raw_affiliation_string":"Programa de Doctorado en Tecnolog\u00edas de la Informaci\u00f3n y la Comunicaci\u00f3n, Universidad de Granada, Granada, Espa\u00f1a","institution_ids":["https://openalex.org/I173304897","https://openalex.org/I4210150145"]},{"raw_affiliation_string":"SDAS Research Group, Ibarra, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Universidad Mariana","institution_ids":["https://openalex.org/I4210091051"]},{"raw_affiliation_string":"SDAS Research Group","institution_ids":[]},{"raw_affiliation_string":"Programa de Doctorado en Tecnolog\u00edas de la Informaci\u00f3n y la Comunicaci\u00f3n, Universidad de Granada","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["JP","MA"],"is_corresponding":false,"raw_author_name":"Diego H. Peluffo-Ord\u00f3\u00f1ez","raw_affiliation_strings":["Mohammed VI Polytechnic University","SDAS Research Group"],"raw_orcid":"https://orcid.org/0000-0002-9045-6997","affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University","institution_ids":["https://openalex.org/I4210131560","https://openalex.org/I4210120584"]},{"raw_affiliation_string":"SDAS Research Group","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014771012","https://openalex.org/A5076165643","https://openalex.org/A5086166846"],"corresponding_institution_ids":["https://openalex.org/I10902133","https://openalex.org/I138847295","https://openalex.org/I173304897","https://openalex.org/I4210091051","https://openalex.org/I4210150145"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5525,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63789063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/computer-science","display_name":"Computer science","score":0.8190017342567444},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.635647714138031},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.509379506111145},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42943358421325684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4069388508796692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38846781849861145},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.357504665851593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09655168652534485}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190017342567444},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.635647714138031},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.509379506111145},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42943358421325684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4069388508796692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38846781849861145},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.357504665851593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09655168652534485},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86271-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_25","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":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1587722973","https://openalex.org/W2070491377","https://openalex.org/W2270330859","https://openalex.org/W2760506659","https://openalex.org/W2772433304","https://openalex.org/W2786838811","https://openalex.org/W2802320760","https://openalex.org/W2803892188","https://openalex.org/W2900598373","https://openalex.org/W2905241670","https://openalex.org/W2909877301","https://openalex.org/W2951251697","https://openalex.org/W2965353672","https://openalex.org/W3021443051","https://openalex.org/W3037787590","https://openalex.org/W3040547346","https://openalex.org/W3119433672","https://openalex.org/W4246644398","https://openalex.org/W4300009529","https://openalex.org/W6602417957"],"related_works":["https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W2563559453","https://openalex.org/W2382330008","https://openalex.org/W1519970947","https://openalex.org/W4243860260","https://openalex.org/W2961085424","https://openalex.org/W4383503847","https://openalex.org/W2342695897"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}