{"id":"https://openalex.org/W3082435129","doi":"https://doi.org/10.1007/978-3-030-57802-2_12","title":"Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods","display_name":"Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods","publication_year":2020,"publication_date":"2020-08-28","ids":{"openalex":"https://openalex.org/W3082435129","doi":"https://doi.org/10.1007/978-3-030-57802-2_12","mag":"3082435129"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57802-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57802-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5090882942","display_name":"Jos\u00e9 Antonio Moscoso\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0002-0080-0572"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Antonio Moscoso-L\u00f3pez","raw_affiliation_strings":["Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037345774","display_name":"Daniel Urda","orcid":"https://orcid.org/0000-0003-2662-798X"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Urda","raw_affiliation_strings":["Grupo de Inteligencia Computacional Aplicada (GICAP), Departamento de Ingenier\u00eda Inform\u00e1tica, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","Grupo de Inteligencia Computacional Aplicada (GICAP), Departamento de Ingenier\u00eda Inform\u00e1tica, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP), Departamento de Ingenier\u00eda Inform\u00e1tica, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]},{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP), Departamento de Ingenier\u00eda Inform\u00e1tica, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070917357","display_name":"Javier Gonz\u00e1lez-Enrique","orcid":"https://orcid.org/0000-0002-5765-369X"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Gonz\u00e1lez-Enrique","raw_affiliation_strings":["Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033462427","display_name":"Juan Jes\u00fas Ru\u00edz-Aguilar","orcid":"https://orcid.org/0000-0002-2170-0693"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Jesus Ruiz-Aguilar","raw_affiliation_strings":["Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028082915","display_name":"Ignacio J. Turias","orcid":"https://orcid.org/0000-0003-4627-0252"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio J. Turias","raw_affiliation_strings":["Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Modelling of Systems Research Group, Polytechnic School of Engineering (Algeciras), University of Cadiz, Avda. Ramon Puyol s/n, 11202, Algeciras, Spain","institution_ids":["https://openalex.org/I39147953"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090882942"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":null,"apc_paid":null,"fwci":2.8287,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91255515,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"132"},"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":0.9966999888420105,"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":0.9937000274658203,"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/air-quality-index","display_name":"Air quality index","score":0.818816602230072},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.5866588354110718},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5797311067581177},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5690595507621765},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.5458971261978149},{"id":"https://openalex.org/keywords/air-pollutants","display_name":"Air pollutants","score":0.49873924255371094},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4955517053604126},{"id":"https://openalex.org/keywords/pollution","display_name":"Pollution","score":0.4813735783100128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4627305269241333},{"id":"https://openalex.org/keywords/air-pollution-index","display_name":"Air Pollution Index","score":0.4452435374259949},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11184558272361755}],"concepts":[{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.818816602230072},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.5866588354110718},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5797311067581177},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5690595507621765},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.5458971261978149},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.49873924255371094},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4955517053604126},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.4813735783100128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4627305269241333},{"id":"https://openalex.org/C2777570903","wikidata":"https://www.wikidata.org/wiki/Q4698151","display_name":"Air Pollution Index","level":3,"score":0.4452435374259949},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11184558272361755},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-57802-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57802-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1857867064","https://openalex.org/W1978284195","https://openalex.org/W1978926336","https://openalex.org/W2016589492","https://openalex.org/W2019383010","https://openalex.org/W2020770753","https://openalex.org/W2034401373","https://openalex.org/W2064675550","https://openalex.org/W2079794514","https://openalex.org/W2137983211","https://openalex.org/W2148603752","https://openalex.org/W2160458595","https://openalex.org/W2188406358","https://openalex.org/W2518623135","https://openalex.org/W2530443992","https://openalex.org/W2754790542","https://openalex.org/W2766736793","https://openalex.org/W2804796950","https://openalex.org/W2808965400","https://openalex.org/W2898461917","https://openalex.org/W2908982823","https://openalex.org/W2916614616","https://openalex.org/W2973046354","https://openalex.org/W3146803896","https://openalex.org/W4210722878","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1967277852","https://openalex.org/W2381763096","https://openalex.org/W2352002076","https://openalex.org/W4210531193","https://openalex.org/W1440920288","https://openalex.org/W2361822416","https://openalex.org/W833507703","https://openalex.org/W2901921242","https://openalex.org/W2355559469","https://openalex.org/W4310222785"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
