{"id":"https://openalex.org/W7152972529","doi":"https://doi.org/10.1016/j.engappai.2026.114758","title":"Generalized framework for modeling road-side noise emissions considering traffic, road, urban, and environmental characteristics: A machine learning analysis","display_name":"Generalized framework for modeling road-side noise emissions considering traffic, road, urban, and environmental characteristics: A machine learning analysis","publication_year":2026,"publication_date":"2026-04-10","ids":{"openalex":"https://openalex.org/W7152972529","doi":"https://doi.org/10.1016/j.engappai.2026.114758"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.114758","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.114758","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5043913668","display_name":"Hany El-Ghaish","orcid":"https://orcid.org/0000-0003-4182-0016"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hany El-Ghaish","raw_affiliation_strings":["Computer and Automatic Control Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Automatic Control Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106519171","display_name":"Rania AlyAldin","orcid":null},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rania AlyAldin","raw_affiliation_strings":["Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043353267","display_name":"W. A. Nour","orcid":null},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Walaa Nour","raw_affiliation_strings":["Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094225070","display_name":"Huda Seddiq","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114709","display_name":"Housing and Building National Research Center","ror":"https://ror.org/03562m240","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210114709"]},{"id":"https://openalex.org/I4210131959","display_name":"National Research Centre","ror":"https://ror.org/02n85j827","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210131959"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Huda Seddiq","raw_affiliation_strings":["Acoustic Department, Housing and Building National Research Centre, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Acoustic Department, Housing and Building National Research Centre, Cairo, Egypt","institution_ids":["https://openalex.org/I4210114709","https://openalex.org/I4210131959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029731900","display_name":"Ahmed Mahmoud Darwish","orcid":"https://orcid.org/0000-0002-4041-932X"},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ahmed Mahmoud Darwish","raw_affiliation_strings":["Transportation Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004926141","display_name":"Bahaa Elboshy","orcid":"https://orcid.org/0000-0003-1093-7174"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Bahaa Elboshy","raw_affiliation_strings":["Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1093-7174","affiliations":[{"raw_affiliation_string":"Architectural Engineering Department, Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029731900"],"corresponding_institution_ids":["https://openalex.org/I84524832"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4170848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"176","issue":null,"first_page":"114758","last_page":"114758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10298","display_name":"Urban Transport and Accessibility","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7243000268936157},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5468999743461609},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5123000144958496},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48890000581741333},{"id":"https://openalex.org/keywords/environmental-noise","display_name":"Environmental noise","score":0.45840001106262207},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43309998512268066},{"id":"https://openalex.org/keywords/noise-pollution","display_name":"Noise pollution","score":0.4106999933719635},{"id":"https://openalex.org/keywords/traffic-noise","display_name":"Traffic noise","score":0.36899998784065247},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.36640000343322754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213000297546387},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7243000268936157},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6984000205993652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475999712944031},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5468999743461609},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5123000144958496},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48890000581741333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47429999709129333},{"id":"https://openalex.org/C86781634","wikidata":"https://www.wikidata.org/wiki/Q2478325","display_name":"Environmental noise","level":3,"score":0.45840001106262207},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43309998512268066},{"id":"https://openalex.org/C130858481","wikidata":"https://www.wikidata.org/wiki/Q92251","display_name":"Noise pollution","level":3,"score":0.4106999933719635},{"id":"https://openalex.org/C2781353297","wikidata":"https://www.wikidata.org/wiki/Q1748361","display_name":"Traffic noise","level":3,"score":0.36899998784065247},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.36640000343322754},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.3497999906539917},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C2909468537","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Environmental pollution","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.2515000104904175},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.114758","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.114758","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8214762210845947,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2026944299","https://openalex.org/W2036186890","https://openalex.org/W2041802497","https://openalex.org/W2048697945","https://openalex.org/W2069493710","https://openalex.org/W2166350931","https://openalex.org/W2233072565","https://openalex.org/W2326599710","https://openalex.org/W2344846879","https://openalex.org/W2514056866","https://openalex.org/W2604611197","https://openalex.org/W2810513114","https://openalex.org/W2843433958","https://openalex.org/W2907326147","https://openalex.org/W2931190164","https://openalex.org/W2954996726","https://openalex.org/W2971175798","https://openalex.org/W3008051421","https://openalex.org/W3014252466","https://openalex.org/W3040382224","https://openalex.org/W3098788022","https://openalex.org/W3124590480","https://openalex.org/W3153802714","https://openalex.org/W3170301428","https://openalex.org/W3176858414","https://openalex.org/W3188748593","https://openalex.org/W3194233311","https://openalex.org/W4322743694","https://openalex.org/W4362706335","https://openalex.org/W4382066226","https://openalex.org/W4382128097","https://openalex.org/W4382626548","https://openalex.org/W4384663603","https://openalex.org/W4385477581","https://openalex.org/W4387165236","https://openalex.org/W4388630546","https://openalex.org/W4390469030","https://openalex.org/W4391693555","https://openalex.org/W4401021172","https://openalex.org/W4401585327","https://openalex.org/W4402123752","https://openalex.org/W4405466365"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-11T06:19:08.300824","created_date":"2026-04-11T00:00:00"}
