{"id":"https://openalex.org/W4386801239","doi":"https://doi.org/10.1007/s00521-023-08981-4","title":"Parametric estimation scheme for aircraft fuel consumption using machine learning","display_name":"Parametric estimation scheme for aircraft fuel consumption using machine learning","publication_year":2023,"publication_date":"2023-09-16","ids":{"openalex":"https://openalex.org/W4386801239","doi":"https://doi.org/10.1007/s00521-023-08981-4"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08981-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08981-4","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5001374431","display_name":"Mirza Anas Wahid","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mirza Anas Wahid","raw_affiliation_strings":["Department of Software and IT Engineering, \u00c9cole de technologie sup\u00e9rieure, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software and IT Engineering, \u00c9cole de technologie sup\u00e9rieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081911060","display_name":"Syed Hashim Raza Bukhari","orcid":"https://orcid.org/0000-0002-3808-8656"},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Syed Hashim Raza Bukhari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Air University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-3808-8656","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Air University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020654281","display_name":"Muazzam Maqsood","orcid":"https://orcid.org/0000-0002-2709-0849"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muazzam Maqsood","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058076434","display_name":"Farhan Aadil","orcid":"https://orcid.org/0000-0001-8737-2154"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhan Aadil","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059752628","display_name":"Muhammad Ismail Khan","orcid":"https://orcid.org/0000-0002-3160-5980"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]},{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK","PK"],"is_corresponding":false,"raw_author_name":"Muhammad Ismail Khan","raw_affiliation_strings":["Department of Electrical Engineering, City University of HongKong, Kowloon, Hong Kong","Department of Electrical and Computer Engineering, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of HongKong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003731804","display_name":"Saeed Ehsan Awan","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saeed Ehsan Awan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Attock Campus, Attock, 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5081911060"],"corresponding_institution_ids":["https://openalex.org/I899713450"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.5841,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89591538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"35","issue":"35","first_page":"24925","last_page":"24946"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.995199978351593,"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"}},"topics":[{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.6794240474700928},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6254121661186218},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5864136815071106},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.5453325510025024},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5044838190078735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.492962121963501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47704142332077026},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.46224522590637207},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.41248416900634766},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3418978452682495},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16635364294052124},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1473579704761505},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.14572453498840332},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12848147749900818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6794240474700928},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6254121661186218},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5864136815071106},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.5453325510025024},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5044838190078735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.492962121963501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47704142332077026},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.46224522590637207},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.41248416900634766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3418978452682495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16635364294052124},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1473579704761505},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.14572453498840332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12848147749900818}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08981-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08981-4","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1860813126","https://openalex.org/W1991441886","https://openalex.org/W2087111239","https://openalex.org/W2104616576","https://openalex.org/W2106563559","https://openalex.org/W2283793547","https://openalex.org/W2518241345","https://openalex.org/W2604439726","https://openalex.org/W2606140429","https://openalex.org/W2619920048","https://openalex.org/W2754299898","https://openalex.org/W2785927985","https://openalex.org/W2888328403","https://openalex.org/W2889393096","https://openalex.org/W2897803619","https://openalex.org/W2950773247","https://openalex.org/W2964923369","https://openalex.org/W2966586841","https://openalex.org/W2987641561","https://openalex.org/W3010902098","https://openalex.org/W3041051619","https://openalex.org/W3114592824","https://openalex.org/W3118912327","https://openalex.org/W3128866086","https://openalex.org/W3133117030","https://openalex.org/W3135190601","https://openalex.org/W3173281788","https://openalex.org/W3199889361","https://openalex.org/W4200372890","https://openalex.org/W4206545813","https://openalex.org/W4211260246","https://openalex.org/W4239510810","https://openalex.org/W4251830238","https://openalex.org/W4306938722"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667","https://openalex.org/W2575795810"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}