{"id":"https://openalex.org/W4408862944","doi":"https://doi.org/10.1109/icca62237.2024.10927858","title":"Real-Time Cloud-based Data Analysis Using Machine Learning for Smart Parking","display_name":"Real-Time Cloud-based Data Analysis Using Machine Learning for Smart Parking","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4408862944","doi":"https://doi.org/10.1109/icca62237.2024.10927858"},"language":"en","primary_location":{"id":"doi:10.1109/icca62237.2024.10927858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca62237.2024.10927858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer and Applications (ICCA)","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/A5116806756","display_name":"Abdullah Alghoniemy","orcid":null},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdullah Alghoniemy","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116806757","display_name":"Jacob Susko","orcid":null},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Susko","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053946422","display_name":"David Kahle","orcid":"https://orcid.org/0000-0002-9999-1558"},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kahle","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116806758","display_name":"Luke Saunders","orcid":null},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke Saunders","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030040878","display_name":"Prajakta Belsare","orcid":"https://orcid.org/0000-0002-9132-6633"},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prajakta Belsare","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017411062","display_name":"Samy El-Tawab","orcid":"https://orcid.org/0000-0002-8051-8445"},"institutions":[{"id":"https://openalex.org/I11883440","display_name":"James Madison University","ror":"https://ror.org/028pmsz77","country_code":"US","type":"education","lineage":["https://openalex.org/I11883440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samy El-Tawab","raw_affiliation_strings":["College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Science &#x0026; Engineering, James Madison University,Department of Computer Science,Harrisonburg,Virginia,USA","institution_ids":["https://openalex.org/I11883440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11883440"],"apc_list":null,"apc_paid":null,"fwci":0.2279,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58452652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9954000115394592,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9746000170707703,"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/T10524","display_name":"Traffic control and management","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.7755182981491089},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7642732858657837},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3561664819717407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35576945543289185},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1284385323524475}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7755182981491089},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7642732858657837},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3561664819717407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35576945543289185},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1284385323524475}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca62237.2024.10927858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca62237.2024.10927858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2238499080","https://openalex.org/W2430700946","https://openalex.org/W2517708530","https://openalex.org/W2606393334","https://openalex.org/W2611695939","https://openalex.org/W2947981018","https://openalex.org/W2982575771","https://openalex.org/W2994544179","https://openalex.org/W2998693112","https://openalex.org/W3047598154","https://openalex.org/W3157955416","https://openalex.org/W3172883511","https://openalex.org/W4200061155","https://openalex.org/W4321510678","https://openalex.org/W4387533110","https://openalex.org/W4401455628"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919"],"abstract_inverted_index":{"The":[0,97,132],"fourth":[1],"industrial":[2],"revolution":[3],"has":[4,36],"led":[5],"to":[6,55,69,106,127,168],"the":[7,25,56,87,166,180,190],"emergence":[8],"of":[9,24,29,92,124,150,182,192],"smart":[10,33],"cities":[11],"and":[12,43,49,64,89,121,161,185],"intelligent":[13],"transportation":[14],"systems":[15],"that":[16,59],"rely":[17],"heavily":[18],"on":[19,74],"large-scale":[20],"data-driven":[21],"models.":[22],"One":[23],"most":[26],"popular":[27],"applications":[28],"these":[30],"models":[31,135],"is":[32],"parking,":[34],"which":[35],"gained":[37],"significant":[38,141],"attention":[39],"from":[40,117],"both":[41],"researchers":[42],"industry":[44],"professionals.":[45],"However,":[46],"different":[47,52,118],"scenarios":[48],"environments":[50],"require":[51],"approaches":[53],"due":[54],"various":[57,90],"factors":[58],"can":[60],"impact":[61],"people's":[62],"schedules":[63],"behavior.":[65],"This":[66],"paper":[67],"aims":[68],"investigate":[70],"traffic":[71],"assignments":[72],"based":[73],"parking":[75,84,108,119,193],"prediction":[76,172],"for":[77],"a":[78],"mid-size":[79],"university":[80],"environment":[81],"with":[82,170],"multiple":[83,101],"garages":[85,120],"around":[86],"campus":[88],"types":[91],"permits":[93],"in":[94,137,188],"each":[95],"garage.":[96],"investigation":[98],"involves":[99],"utilizing":[100],"machine":[102,133],"learning":[103,134],"(ML)":[104],"techniques":[105],"predict":[107],"garage":[109],"correlation.":[110],"To":[111],"achieve":[112],"this,":[113],"we":[114],"collected":[115],"data":[116,126],"used":[122],"some":[123],"this":[125,138],"train":[128],"our":[129,153],"ML":[130],"algorithm.":[131],"developed":[136],"study":[139],"demonstrated":[140],"predictive":[142],"accuracy.":[143],"Our":[144],"baseline":[145],"model":[146,155],"achieved":[147],"an":[148],"RMSE":[149,167],"33.15,":[151],"whereas":[152],"enhanced":[154],"incorporating":[156],"features":[157,164],"like":[158],"availability":[159,194],"ratio":[160],"other":[162],"temporal":[163],"reduced":[165],"0.0864,":[169],"near-perfect":[171],"accuracy":[173],"(MAPE":[174],"<":[175],"0.005%).":[176],"These":[177],"results":[178],"underscore":[179],"effectiveness":[181],"feature":[183],"engineering":[184],"advanced":[186],"modeling":[187],"addressing":[189],"complexities":[191],"prediction.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}