{"id":"https://openalex.org/W2725817861","doi":"https://doi.org/10.1109/siu.2017.7960463","title":"Predicting flight delays with artificial neural networks: Case study of an airport","display_name":"Predicting flight delays with artificial neural networks: Case study of an airport","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2725817861","doi":"https://doi.org/10.1109/siu.2017.7960463","mag":"2725817861"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-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/A5026374202","display_name":"Engin Demir","orcid":"https://orcid.org/0000-0003-4792-6698"},"institutions":[{"id":"https://openalex.org/I106245021","display_name":"\u00c7ankaya University","ror":"https://ror.org/056wqre19","country_code":"TR","type":"education","lineage":["https://openalex.org/I106245021"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Engin Demir","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u00c7ankaya \u00dcniversitesi, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u00c7ankaya \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I106245021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089686107","display_name":"Vahap Burhan Demir","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121093","display_name":"Ministry of Justice","ror":"https://ror.org/03nrb5p64","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210121093"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Vahap Burhan Demir","raw_affiliation_strings":["Bilgi \u0130\u015flem Dairesi Ba\u015fkanl\u0131\u011f\u0131, Adalet Bakanl\u0131\u011f\u0131, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Bilgi \u0130\u015flem Dairesi Ba\u015fkanl\u0131\u011f\u0131, Adalet Bakanl\u0131\u011f\u0131, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210121093"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026374202"],"corresponding_institution_ids":["https://openalex.org/I106245021"],"apc_list":null,"apc_paid":null,"fwci":4.3551,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93767414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":1.0,"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"}},{"id":"https://openalex.org/T11599","display_name":"Aviation Industry Analysis and Trends","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.675852358341217},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.6337202191352844},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.6032741665840149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5975308418273926},{"id":"https://openalex.org/keywords/air-traffic-management","display_name":"Air traffic management","score":0.4903852939605713},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.48219433426856995},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.3898196220397949},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3495878279209137},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3226798176765442},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22619619965553284},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.22300022840499878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22170642018318176}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.675852358341217},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.6337202191352844},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.6032741665840149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5975308418273926},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.4903852939605713},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.48219433426856995},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.3898196220397949},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3495878279209137},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3226798176765442},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22619619965553284},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.22300022840499878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22170642018318176},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2017.7960463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W140777655","https://openalex.org/W1980739458","https://openalex.org/W2078644189","https://openalex.org/W2089296357","https://openalex.org/W2111953021","https://openalex.org/W2318502288","https://openalex.org/W2475367951","https://openalex.org/W2541097093","https://openalex.org/W6699590210"],"related_works":["https://openalex.org/W2135905813","https://openalex.org/W2043775914","https://openalex.org/W631350582","https://openalex.org/W2008390173","https://openalex.org/W2585807273","https://openalex.org/W2091753509","https://openalex.org/W4205399654","https://openalex.org/W2519895254","https://openalex.org/W1973192480","https://openalex.org/W1508688136"],"abstract_inverted_index":{"Air":[0],"transportation":[1,7],"has":[2],"an":[3,60],"important":[4],"place":[5],"among":[6],"systems":[8],"and":[9,31,66,86],"it":[10],"is":[11,94],"indispensable":[12],"for":[13,40],"the":[14,27,76,80,84,87,90,92],"flights":[15,105],"to":[16,25,59,100],"perform":[17],"their":[18],"voyages":[19],"in":[20,23,48,62,69,83],"scheduled":[21],"time":[22],"order":[24],"ensure":[26],"comfort":[28],"of":[29,33,104],"passengers":[30],"controllability":[32],"operational":[34,67],"costs.":[35],"There":[36],"are":[37],"several":[38],"reasons":[39],"flight":[41],"delays":[42,68,103],"like":[43],"weather":[44],"conditions,":[45],"excessive":[46],"intensity":[47],"air":[49],"traffic,":[50],"accidents":[51],"or":[52],"closed":[53],"airfields,":[54],"conditions":[55],"that":[56],"will":[57],"lead":[58],"increase":[61],"distances":[63],"between":[64],"planes":[65],"ground":[70],"services.":[71],"In":[72],"this":[73],"study,":[74],"using":[75,106],"data":[77],"collected":[78],"from":[79],"sensors":[81],"located":[82],"airport":[85],"information":[88],"about":[89],"flight,":[91],"goal":[93],"develop":[95],"a":[96],"machine":[97],"learning":[98],"model":[99],"estimate":[101],"departure":[102],"artificial":[107],"neural":[108],"networks.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}