{"id":"https://openalex.org/W4405907053","doi":"https://doi.org/10.1109/access.2024.3516883","title":"Enhancing Air Quality Forecasting Using Machine Learning Techniques","display_name":"Enhancing Air Quality Forecasting Using Machine Learning Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405907053","doi":"https://doi.org/10.1109/access.2024.3516883"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3516883","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3516883","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3516883","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112057814","display_name":"Zahra Shahbazi","orcid":null},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT","SE"],"is_corresponding":true,"raw_author_name":"Zeinab Shahbazi","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","Department of Environmental Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]},{"raw_affiliation_string":"Department of Environmental Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036141731","display_name":"Zahra Shahbazi","orcid":null},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT","SE"],"is_corresponding":false,"raw_author_name":"Zahra Shahbazi","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","Department of Environmental Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]},{"raw_affiliation_string":"Department of Environmental Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032811876","display_name":"S\u0142awomir Nowaczyk","orcid":"https://orcid.org/0000-0002-7796-5201"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"S\u0142awomir Nowaczyk","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112057814"],"corresponding_institution_ids":["https://openalex.org/I138689650","https://openalex.org/I746986"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0886,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75624145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"197290","last_page":"197299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9958000183105469,"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":0.9958000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7328579425811768},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5175137519836426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5035519003868103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022928714752197},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.48324546217918396},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.07430729269981384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328579425811768},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5175137519836426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5035519003868103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022928714752197},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.48324546217918396},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07430729269981384},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3516883","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3516883","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b44dfbf034c44f518ffd468cd2e26bff","is_oa":true,"landing_page_url":"https://doaj.org/article/b44dfbf034c44f518ffd468cd2e26bff","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 197290-197299 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3516883","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3516883","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326596","display_name":"Foundation for Biomedical Research and Innovation","ror":"https://ror.org/05xe40a72"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2339941919","https://openalex.org/W2621921499","https://openalex.org/W2741802314","https://openalex.org/W2813392308","https://openalex.org/W2963326248","https://openalex.org/W2967216196","https://openalex.org/W3129129279","https://openalex.org/W3137024605","https://openalex.org/W3145459091","https://openalex.org/W3171470819","https://openalex.org/W3180105929","https://openalex.org/W3207031932","https://openalex.org/W4226280471","https://openalex.org/W4303628954","https://openalex.org/W4312131997","https://openalex.org/W4312222780","https://openalex.org/W4322501399","https://openalex.org/W4323309509","https://openalex.org/W4387474055","https://openalex.org/W4391610831","https://openalex.org/W4392848249","https://openalex.org/W4396890710","https://openalex.org/W4398217784","https://openalex.org/W4399034776","https://openalex.org/W4399531185","https://openalex.org/W4404148389","https://openalex.org/W6878080359"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Urbanization":[0],"is":[1,32,71,161,246],"rapidly":[2],"shaping":[3],"our":[4],"world,":[5],"with":[6,87,133,238],"more":[7,38],"people":[8],"than":[9],"ever":[10],"residing":[11],"in":[12,168,231,258],"cities.":[13,264],"While":[14],"cities":[15,76],"offer":[16],"numerous":[17],"opportunities":[18],"and":[19,37,53,68,89,102,108,124,146,181,197,209,224,241,255,262,282,294],"conveniences,":[20],"they":[21],"also":[22],"face":[23],"critical":[24],"challenges,":[25],"including":[26],"air":[27,54,90,117,127,166,210,242,283],"pollution.":[28],"Addressing":[29],"these":[30],"challenges":[31],"vital":[33],"for":[34,75,154,200,221,278],"creating":[35],"healthier":[36,263],"liveable":[39],"urban":[40,51,66,83,135,169,191,222,232,280,300],"environments.":[41],"A":[42],"transformative":[43,276],"solution":[44,277],"emerges,":[45],"bridging":[46],"the":[47,97,213,250,269,272,287],"gap":[48],"between":[49,64],"sustainable":[50,195,279],"mobility":[52],"quality":[55,91,118,167,211,243,284],"control":[56],"through":[57,142],"cutting-edge":[58,290],"data-driven":[59,292],"strategies.":[60],"Finding":[61],"a":[62,72,80,93,185,228,247,275],"balance":[63],"efficient":[65],"living":[67,281],"environmental":[69,182],"stewardship":[70],"pressing":[73,299],"concern":[74],"worldwide.":[77],"In":[78],"envisioning":[79],"future":[81],"where":[82],"commuting":[84,156,207],"becomes":[85],"synonymous":[86],"eco-friendliness":[88],"improvement,":[92],"comprehensive":[94],"platform":[95,130,214],"harnesses":[96],"power":[98,251],"of":[99,187,252,271,289],"data":[100,205],"analytics":[101],"real-time":[103],"information":[104],"to":[105,122,140,164,173,218,249,297],"empower":[106],"commuters":[107,141],"city":[109,219],"planners":[110],"alike.":[111],"Its":[112],"intelligent":[113],"algorithms":[114],"continuously":[115],"analyse":[116],"information,":[119],"allowing":[120],"it":[121,138,193,234],"predict":[123],"address":[125,298],"poor":[126],"quality.":[128],"This":[129],"seamlessly":[131],"integrates":[132],"existing":[134],"infrastructure,":[136],"making":[137],"accessible":[139],"user-friendly":[143],"mobile":[144],"applications":[145],"web":[147],"interfaces.":[148],"Commuters":[149],"can":[150],"receive":[151],"personalized":[152],"recommendations":[153],"eco-friendly":[155],"options.":[157],"One":[158],"standout":[159],"feature":[160],"its":[162],"ability":[163],"forecast":[165],"areas,":[170],"enabling":[171],"users":[172],"make":[174],"informed":[175],"decisions":[176],"that":[177],"prioritize":[178],"their":[179],"health":[180],"sustainability.":[183],"Encouraging":[184],"sense":[186],"community":[188,256,295],"among":[189],"eco-conscious":[190],"residents,":[192],"incentivizes":[194],"behaviours":[196],"offers":[198],"rewards":[199],"reducing":[201],"emissions.":[202],"By":[203],"collecting":[204],"on":[206],"choices":[208,237],"conditions,":[212],"contributes":[215],"valuable":[216],"insights":[217],"authorities":[220],"planning":[223],"pollution":[225],"control.":[226],"Representing":[227],"paradigm":[229],"shift":[230],"living,":[233],"aligns":[235],"individual":[236],"broader":[239],"sustainability":[240],"goals.":[244],"It":[245],"testament":[248],"technology,":[253,291],"data,":[254],"engagement":[257,296],"building":[259],"smarter,":[260],"greener,":[261],"The":[265],"proposed":[266],"approach":[267],"presents":[268],"significance":[270],"system":[273],"as":[274],"control,":[285],"emphasizing":[286],"use":[288],"insights,":[293],"challenges.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}