{"id":"https://openalex.org/W7204147723","doi":"https://doi.org/10.1007/978-3-032-21347-1_23","title":"Addressing Air Quality Estimation Exploiting AutoML","display_name":"Addressing Air Quality Estimation Exploiting AutoML","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204147723","doi":"https://doi.org/10.1007/978-3-032-21347-1_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-21347-1_23","doi":"https://doi.org/10.1007/978-3-032-21347-1_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21347-1_23","pdf_url":null,"source":{"id":"https://openalex.org/S4210210199","display_name":"Springer proceedings in business and economics","issn_l":"2198-7246","issn":["2198-7246","2198-7254"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Business and Economics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7204079219","display_name":"Human-Machine Synergy and the Digital Future - Exploring Collaboration and Competition Volume 1"},"type":"conference-paper","is_traditional":true,"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/A5146947163","display_name":"Alessio Carachino","orcid":"https://orcid.org/0009-0009-3621-0716","observed_orcids":["https://orcid.org/0009-0009-3621-0716"]},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessio Carachino","raw_affiliation_strings":["Engineering Ingegneria Informatica S.p.A, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica S.p.A, Rome, Italy","institution_ids":["https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020636797","display_name":"Davide Storelli","orcid":"https://orcid.org/0000-0002-5612-1501","observed_orcids":["https://orcid.org/0000-0002-5612-1501"]},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Storelli","raw_affiliation_strings":["Engineering Ingegneria Informatica S.p.A, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica S.p.A, Rome, Italy","institution_ids":["https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027295674","display_name":"Enza Giangreco","orcid":"https://orcid.org/0000-0001-5928-8553","observed_orcids":["https://orcid.org/0000-0001-5928-8553"]},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enza Giangreco","raw_affiliation_strings":["Engineering Ingegneria Informatica S.p.A, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica S.p.A, Rome, Italy","institution_ids":["https://openalex.org/I4210127672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060433776","display_name":"Marco Pinnella","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Pinnella","raw_affiliation_strings":["Engineering Ingegneria Informatica S.p.A, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica S.p.A, Rome, Italy","institution_ids":["https://openalex.org/I4210127672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5146947163"],"corresponding_institution_ids":["https://openalex.org/I4210127672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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":0.0003000000142492354,"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/T12535","display_name":"Machine Learning and Data Classification","score":9.999999747378752e-05,"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/automated-machine-learning","display_name":"automated machine learning","score":0.875},{"id":"https://openalex.org/keywords/air-quality-estimation","display_name":"air quality estimation","score":0.8050000071525574},{"id":"https://openalex.org/keywords/pm2-5","display_name":"PM2.5","score":0.9639999866485596},{"id":"https://openalex.org/keywords/pm10","display_name":"PM10","score":0.9990000128746033},{"id":"https://openalex.org/keywords/water","display_name":"water","score":0.9769999980926514},{"id":"https://openalex.org/keywords/autogluon","display_name":"AutoGluon","score":0.9990000128746033},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.6240000128746033},{"id":"https://openalex.org/keywords/missing-data-handling","display_name":"missing data handling","score":0.7080000042915344},{"id":"https://openalex.org/keywords/lecce","display_name":"Lecce","score":0.6830000281333923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5476999878883362},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.49869999289512634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4571000039577484},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.4569999873638153},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.4438000023365021},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4244999885559082},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3472999930381775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3352000117301941},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31769999861717224},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28619998693466187},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C2776356880","wikidata":"https://www.wikidata.org/wiki/Q5381206","display_name":"Environmental data","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-21347-1_23","doi":"https://doi.org/10.1007/978-3-032-21347-1_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21347-1_23","pdf_url":null,"source":{"id":"https://openalex.org/S4210210199","display_name":"Springer proceedings in business and economics","issn_l":"2198-7246","issn":["2198-7246","2198-7254"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Business and Economics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2158581396","https://openalex.org/W2591129009","https://openalex.org/W2964121744","https://openalex.org/W2970971581","https://openalex.org/W3004639570","https://openalex.org/W3005880794","https://openalex.org/W3011307848","https://openalex.org/W3133593829","https://openalex.org/W3196575278","https://openalex.org/W4246317302","https://openalex.org/W4313558118","https://openalex.org/W4386602495","https://openalex.org/W4390104319"],"related_works":["https://openalex.org/W4385275473","https://openalex.org/W7197709164","https://openalex.org/W3108381248","https://openalex.org/W4388796814","https://openalex.org/W7131876640","https://openalex.org/W4283363953","https://openalex.org/W7165812906","https://openalex.org/W7166730551","https://openalex.org/W4390465186","https://openalex.org/W2904048228"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-25T00:00:00"}
