{"id":"https://openalex.org/W1968478098","doi":"https://doi.org/10.4018/jiit.2009070104","title":"Traffic Responsive Signal Timing Plan Generation Based on Neural Network","display_name":"Traffic Responsive Signal Timing Plan Generation Based on Neural Network","publication_year":2009,"publication_date":"2009-07-01","ids":{"openalex":"https://openalex.org/W1968478098","doi":"https://doi.org/10.4018/jiit.2009070104","mag":"1968478098"},"language":"en","primary_location":{"id":"doi:10.4018/jiit.2009070104","doi":"https://doi.org/10.4018/jiit.2009070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2009070104","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5047998062","display_name":"Azzam ul-Asar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Azzam ul-Asar","raw_affiliation_strings":["University of Engineering & Technology, Pakistan","University of Engineering & Technology, Pakistan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering & Technology, Pakistan","institution_ids":[]},{"raw_affiliation_string":"University of Engineering & Technology, Pakistan#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083317546","display_name":"Muhib Ullah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36001604","display_name":"University of Peshawar","ror":"https://ror.org/02t2qwf81","country_code":"PK","type":"education","lineage":["https://openalex.org/I36001604"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"M. Sadeeq Ullah","raw_affiliation_strings":["University of Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peshawar, Pakistan","institution_ids":["https://openalex.org/I36001604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087182921","display_name":"Mudasser F. Wyne","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210112098","display_name":"National University","ror":"https://ror.org/01zjrck77","country_code":"US","type":"education","lineage":["https://openalex.org/I4210086682","https://openalex.org/I4210112098"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mudasser F. Wyne","raw_affiliation_strings":["National University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, USA","institution_ids":["https://openalex.org/I4210112098"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jamal Ahmed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36001604","display_name":"University of Peshawar","ror":"https://ror.org/02t2qwf81","country_code":"PK","type":"education","lineage":["https://openalex.org/I36001604"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Jamal Ahmed","raw_affiliation_strings":["University of Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peshawar, Pakistan","institution_ids":["https://openalex.org/I36001604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089803861","display_name":"Riaz ul-Hasnain","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riaz ul-Hasnain","raw_affiliation_strings":["University of Engineering & Technology, Pakistan","University of Engineering & Technology, Pakistan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering & Technology, Pakistan","institution_ids":[]},{"raw_affiliation_string":"University of Engineering & Technology, Pakistan#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2242,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87814049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"5","issue":"3","first_page":"84","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9951000213623047,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.0020000000949949026,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.0003000000142492354,"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/traffic-signal-control","display_name":"traffic signal control","score":0.7699999809265137},{"id":"https://openalex.org/keywords/adaptive-traffic-signal-timing","display_name":"adaptive signal timing","score":0.7400000095367432},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9449999928474426},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.38199999928474426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8590571284294128},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6442469358444214},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6238943934440613},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6206085681915283},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5374411344528198},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5168300271034241},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4629579186439514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43207019567489624},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.41741943359375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34887540340423584},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32534676790237427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3193323612213135},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jiit.2009070104","doi":"https://doi.org/10.4018/jiit.2009070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2009070104","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jiit00:v:5:y:2009:i:3:p:84-101","doi":null,"is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jiit.2009070104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717},{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5142999887466431}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2013534088","https://openalex.org/W2375757521","https://openalex.org/W2104807926","https://openalex.org/W19490801","https://openalex.org/W638908560","https://openalex.org/W2161681426","https://openalex.org/W2148517950","https://openalex.org/W1986213834","https://openalex.org/W2148332239","https://openalex.org/W2154446492"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,70],"neural":[4],"network":[5],"based":[6,59,118],"traffic":[7,37,127,143,152],"signal":[8],"controller,":[9],"which":[10,39],"eliminates":[11],"most":[12],"of":[13,25,31,76,102,114],"the":[14,18,26,45,77,85,99],"problems":[15,78],"associated":[16],"with":[17],"Traffic":[19],"Responsive":[20],"Plan":[21],"Selection":[22],"(TRPS)":[23],"mode":[24],"closed":[27,71],"loop":[28,72],"system.":[29],"Instead":[30],"storing":[32],"timing":[33,116],"plans":[34,58,137],"for":[35,110,125],"different":[36],"scenarios,":[38],"requires":[40],"clustering":[41],"and":[42,79,145],"threshold":[43],"calculations,":[44],"proposed":[46,86],"approach":[47],"uses":[48],"an":[49],"Artificial":[50],"Neural":[51],"Network":[52],"(ANN)":[53],"model":[54],"that":[55],"produces":[56],"optimal":[57,136],"on":[60,119],"optimized":[61,115],"weights":[62],"obtained":[63],"through":[64],"its":[65],"learning":[66,100],"phase.":[67],"Clustering":[68],"in":[69,84,98,112,130],"system":[73],"is":[74,147],"root":[75],"therefore":[80],"has":[81,94],"been":[82,95],"eliminated":[83],"approach.":[87],"The":[88,133],"Particle":[89],"Swarm":[90],"Optimization":[91],"(PSO)":[92],"technique":[93],"used":[96],"both":[97],"rule":[101],"ANN":[103,111,134],"as":[104,106],"well":[105],"generating":[107],"training":[108],"cases":[109],"terms":[113],"plans,":[117],"Highway":[120],"Capacity":[121],"Manual":[122],"(HCM)":[123],"delay":[124],"all":[126],"demands":[128,144],"found":[129],"historical":[131],"data.":[132],"generates":[135],"online":[138],"to":[139,150],"address":[140],"real":[141],"time":[142],"thus":[146],"more":[148],"responsive":[149],"varying":[151],"conditions.":[153]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}