{"id":"https://openalex.org/W2933283661","doi":"https://doi.org/10.1109/access.2019.2909114","title":"Intelligent Transportation and Control Systems Using Data Mining and Machine Learning Techniques: A Comprehensive Study","display_name":"Intelligent Transportation and Control Systems Using Data Mining and Machine Learning Techniques: A Comprehensive Study","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2933283661","doi":"https://doi.org/10.1109/access.2019.2909114","mag":"2933283661"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2909114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909114","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08681028.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/8600701/08681028.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002913079","display_name":"Nawaf O. Alsrehin","orcid":"https://orcid.org/0000-0003-0413-5001"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nawaf O. Alsrehin","raw_affiliation_strings":["Computer Information Systems Department, Yarmouk University, Irbid, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-0413-5001","affiliations":[{"raw_affiliation_string":"Computer Information Systems Department, Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052385902","display_name":"Ahmad F. Klaib","orcid":"https://orcid.org/0000-0003-0090-941X"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad F. Klaib","raw_affiliation_strings":["Computer Information Systems Department, Yarmouk University, Irbid, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-0090-941X","affiliations":[{"raw_affiliation_string":"Computer Information Systems Department, Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070057072","display_name":"Aws A. Magableh","orcid":"https://orcid.org/0000-0003-4513-6430"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Aws Magableh","raw_affiliation_strings":["Computer Information Systems Department, Yarmouk University, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Information Systems Department, Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.1286,"has_fulltext":true,"cited_by_count":113,"citation_normalized_percentile":{"value":0.97837025,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"49830","last_page":"49857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9941999912261963,"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/computer-science","display_name":"Computer science","score":0.6686024069786072},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6306531429290771},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5374451279640198},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5008037090301514},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.47159039974212646},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.46853771805763245},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4595237672328949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.347770094871521},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3045029938220978},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2797253131866455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19858378171920776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686024069786072},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6306531429290771},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5374451279640198},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5008037090301514},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.47159039974212646},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.46853771805763245},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4595237672328949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.347770094871521},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3045029938220978},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2797253131866455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19858378171920776},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2909114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909114","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08681028.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fa228d936cc44d4d84eca51b8f25e5b2","is_oa":true,"landing_page_url":"https://doaj.org/article/fa228d936cc44d4d84eca51b8f25e5b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 49830-49857 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2909114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909114","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08681028.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7453146306","display_name":null,"funder_award_id":"10/2018","funder_id":"https://openalex.org/F4320323855","funder_display_name":"Yarmouk University"}],"funders":[{"id":"https://openalex.org/F4320323855","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2933283661.pdf","grobid_xml":"https://content.openalex.org/works/W2933283661.grobid-xml"},"referenced_works_count":174,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W239469043","https://openalex.org/W304396563","https://openalex.org/W814961286","https://openalex.org/W1500961935","https://openalex.org/W1573801188","https://openalex.org/W1873415448","https://openalex.org/W1904301353","https://openalex.org/W1964036846","https://openalex.org/W1966296731","https://openalex.org/W1968459311","https://openalex.org/W1970902278","https://openalex.org/W1977171894","https://openalex.org/W1978472620","https://openalex.org/W1978808984","https://openalex.org/W1987654648","https://openalex.org/W1989491491","https://openalex.org/W1993724913","https://openalex.org/W1997480831","https://openalex.org/W2004353783","https://openalex.org/W2005049057","https://openalex.org/W2006762418","https://openalex.org/W2012051283","https://openalex.org/W2019950433","https://openalex.org/W2019974229","https://openalex.org/W2024116261","https://openalex.org/W2036453600","https://openalex.org/W2049716426","https://openalex.org/W2053902653","https://openalex.org/W2056381265","https://openalex.org/W2058968865","https://openalex.org/W2066599595","https://openalex.org/W2070310653","https://openalex.org/W2074841200","https://openalex.org/W2075105194","https://openalex.org/W2077350716","https://openalex.org/W2099860849","https://openalex.org/W2108196201","https://openalex.org/W2114195376","https://openalex.org/W2115458689","https://openalex.org/W2115471590","https://openalex.org/W2121955477","https://openalex.org/W2137514195","https://openalex.org/W2139728973","https://openalex.org/W2149136412","https://openalex.org/W2158139315","https://openalex.org/W2173149964","https://openalex.org/W2181733425","https://openalex.org/W2183104740","https://openalex.org/W2183877882","https://openalex.org/W2196879655","https://openalex.org/W2200726908","https://openalex.org/W2254840455","https://openalex.org/W2256473988","https://openalex.org/W2268263384","https://openalex.org/W2314303656","https://openalex.org/W2315907656","https://openalex.org/W2318388518","https://openalex.org/W2323358975","https://openalex.org/W2340180660","https://openalex.org/W2342723138","https://openalex.org/W2343129607","https://openalex.org/W2383989781","https://openalex.org/W2405982425","https://openalex.org/W2467441892","https://openalex.org/W2478851384","https://openalex.org/W2483458289","https://openalex.org/W2500414637","https://openalex.org/W2503062631","https://openalex.org/W2507899540","https://openalex.org/W2508719290","https://openalex.org/W2510844774","https://openalex.org/W2513308511","https://openalex.org/W2517499003","https://openalex.org/W2531915888","https://openalex.org/W2548073742","https://openalex.org/W2554799099","https://openalex.org/W2555812175","https://openalex.org/W2561406409","https://openalex.org/W2562005416","https://openalex.org/W2563035242","https://openalex.org/W2563715243","https://openalex.org/W2567218354","https://openalex.org/W2583284627","https://openalex.org/W2584937151","https://openalex.org/W2587736284","https://openalex.org/W2593182953","https://openalex.org/W2594287830","https://openalex.org/W2594464426","https://openalex.org/W2600230189","https://openalex.org/W2601151231","https://openalex.org/W2605995093","https://openalex.org/W2606105273","https://openalex.org/W2609046027","https://openalex.org/W2609891578","https://openalex.org/W2610052998","https://openalex.org/W2613327476","https://openalex.org/W2614730315","https://openalex.org/W2621588595","https://openalex.org/W2621931561","https://openalex.org/W2623255130","https://openalex.org/W2623456051","https://openalex.org/W2628802516","https://openalex.org/W2725905437","https://openalex.org/W2726415513","https://openalex.org/W2736152244","https://openalex.org/W2748559863","https://openalex.org/W2750268428","https://openalex.org/W2750413591","https://openalex.org/W2752228365","https://openalex.org/W2754094336","https://openalex.org/W2759089887","https://openalex.org/W2761874218","https://openalex.org/W2763879364","https://openalex.org/W2765137096","https://openalex.org/W2772202358","https://openalex.org/W2774998589","https://openalex.org/W2777938864","https://openalex.org/W2782004994","https://openalex.org/W2782698553","https://openalex.org/W2785189227","https://openalex.org/W2786301626","https://openalex.org/W2791679238","https://openalex.org/W2793872863","https://openalex.org/W2795199251","https://openalex.org/W2798224116","https://openalex.org/W2802341101","https://openalex.org/W2802461308","https://openalex.org/W2807504262","https://openalex.org/W2808377988","https://openalex.org/W2809593532","https://openalex.org/W2868209013","https://openalex.org/W2882781154","https://openalex.org/W2883991052","https://openalex.org/W2884317364","https://openalex.org/W2889126556","https://openalex.org/W2889364776","https://openalex.org/W2894820835","https://openalex.org/W2903445562","https://openalex.org/W2904996768","https://openalex.org/W2909550475","https://openalex.org/W2916664939","https://openalex.org/W2919287442","https://openalex.org/W2947716874","https://openalex.org/W2962790412","https://openalex.org/W2964092202","https://openalex.org/W2964184568","https://openalex.org/W3092717102","https://openalex.org/W3101102436","https://openalex.org/W4285719527","https://openalex.org/W6609240507","https://openalex.org/W6610581087","https://openalex.org/W6623184523","https://openalex.org/W6651670738","https://openalex.org/W6674980194","https://openalex.org/W6677316435","https://openalex.org/W6683557909","https://openalex.org/W6685153346","https://openalex.org/W6685943519","https://openalex.org/W6686174502","https://openalex.org/W6692256511","https://openalex.org/W6703937650","https://openalex.org/W6724077547","https://openalex.org/W6739742408","https://openalex.org/W6740226077","https://openalex.org/W6744640567","https://openalex.org/W6750124594","https://openalex.org/W6751414998","https://openalex.org/W6753522828","https://openalex.org/W6756046566","https://openalex.org/W6759360321","https://openalex.org/W6760294293","https://openalex.org/W6763006323","https://openalex.org/W6784695404"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Traffic":[0],"congestion":[1],"is":[2,46,67,97,114,145],"becoming":[3],"the":[4,7,17,33,70,88,104,117,148,154],"issues":[5,38],"of":[6,106,147,156],"entire":[8],"globe.":[9],"This":[10,91,112,143],"study":[11,66,92,113,144,171],"aims":[12],"to":[13,29,31,47,84,116,153,176],"explore":[14],"and":[15,20,27,35,41,54,62,80,86,124,166],"review":[16,49],"data":[18,78,164],"mining":[19,79,165],"machine":[21,81,167],"learning":[22,82],"technologies":[23,83],"adopted":[24],"in":[25],"research":[26,119],"industry":[28],"attempt":[30],"overcome":[32],"direct":[34,131],"indirect":[36],"traffic":[37,71,89,100,107,118,121,125,140,179],"on":[39,69,77,133,163],"humanity":[40],"societies.":[42],"The":[43,65],"study's":[44],"methodology":[45],"comprehensively":[48],"around":[50],"165":[51],"studies,":[52],"criticize,":[53],"categorize":[55],"all":[56],"these":[57],"studies":[58,150],"into":[59],"a":[60,130,135,177],"chronological":[61],"understandable":[63],"category.":[64],"focusing":[68],"management":[72,101,108,141,180],"approaches":[73],"that":[74,95,103,160],"were":[75,161],"depended":[76],"detect":[85],"predict":[87],"only.":[90],"has":[93,109,129],"found":[94],"there":[96],"no":[98],"standard":[99],"approach":[102],"community":[105],"agreed":[110],"on.":[111],"important":[115],"communities,":[120],"software":[122],"companies,":[123],"government":[126],"officials.":[127],"It":[128],"impact":[132],"drawing":[134],"clear":[136],"path":[137],"for":[138],"new":[139,178],"propositions.":[142],"one":[146],"largest":[149],"with":[151],"respect":[152],"size":[155],"its":[157],"reviewed":[158],"articles":[159],"focused":[162],"learning.":[168],"Additionally,":[169],"this":[170],"will":[172],"draw":[173],"general":[174],"attention":[175],"proposition":[181],"approach.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}