{"id":"https://openalex.org/W2895847105","doi":"https://doi.org/10.1109/access.2018.2875239","title":"Identification and Prediction of Urban Traffic Congestion via Cyber-Physical Link Optimization","display_name":"Identification and Prediction of Urban Traffic Congestion via Cyber-Physical Link Optimization","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2895847105","doi":"https://doi.org/10.1109/access.2018.2875239","mag":"2895847105"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2875239","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875239","pdf_url":null,"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://doi.org/10.1109/access.2018.2875239","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068967562","display_name":"Darong Huang","orcid":"https://orcid.org/0000-0002-5068-5162"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Darong Huang","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-5068-5162","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091849755","display_name":"Zhenping Deng","orcid":"https://orcid.org/0000-0002-0934-8252"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenping Deng","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003203521","display_name":"Shaohua Wan","orcid":"https://orcid.org/0000-0001-7013-9081"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Wan","raw_affiliation_strings":["School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0001-7013-9081","affiliations":[{"raw_affiliation_string":"School of Information and Safety Engineering, Zhongnan University of Economics and Law, Wuhan, China","institution_ids":["https://openalex.org/I158934434"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076917994","display_name":"Bo Mi","orcid":"https://orcid.org/0000-0001-6939-0770"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Mi","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356070","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-0515-1310"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":1.847,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.88975878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"63268","last_page":"63278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.7452821731567383},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5785216689109802},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5478413701057434},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.501084566116333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46243345737457275},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4360792934894562},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37342655658721924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24942117929458618},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14061269164085388},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13851329684257507},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.11921551823616028},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07840284705162048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452821731567383},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5785216689109802},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5478413701057434},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.501084566116333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46243345737457275},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4360792934894562},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37342655658721924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24942117929458618},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14061269164085388},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13851329684257507},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.11921551823616028},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07840284705162048},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2875239","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875239","pdf_url":null,"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:8a63b7fda9694ebfa032dde1b4fd88ae","is_oa":true,"landing_page_url":"https://doaj.org/article/8a63b7fda9694ebfa032dde1b4fd88ae","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 6, Pp 63268-63278 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2875239","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2875239","pdf_url":null,"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":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4395256140","display_name":null,"funder_award_id":"KJZD-K201800701","funder_id":"https://openalex.org/F4320313575","funder_display_name":"Chongqing Municipal Education Commission Foundation"},{"id":"https://openalex.org/G510244285","display_name":null,"funder_award_id":"KJ1705139","funder_id":"https://openalex.org/F4320313575","funder_display_name":"Chongqing Municipal Education Commission Foundation"},{"id":"https://openalex.org/G5635695681","display_name":"\u5927\u6570\u636e\u73af\u5883\u4e0b\u8f66\u8054\u7f51\u9690\u79c1\u4fdd\u62a4\u53ca\u62dc\u5360\u5ead\u5bb9\u9519\u534f\u540c\u878d\u5408\u673a\u5236","funder_award_id":"61703063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G576236176","display_name":null,"funder_award_id":"61573076","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G68620773","display_name":null,"funder_award_id":"KJ1705121","funder_id":"https://openalex.org/F4320313575","funder_display_name":"Chongqing Municipal Education Commission Foundation"},{"id":"https://openalex.org/G7042847924","display_name":null,"funder_award_id":"CSTC2017jcyjA1665","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G7158748234","display_name":null,"funder_award_id":"KJ1600518","funder_id":"https://openalex.org/F4320313575","funder_display_name":"Chongqing Municipal Education Commission Foundation"},{"id":"https://openalex.org/G8394252645","display_name":null,"funder_award_id":"61663008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313575","display_name":"Chongqing Municipal Education Commission Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1493879008","https://openalex.org/W1984558228","https://openalex.org/W2001263627","https://openalex.org/W2012743186","https://openalex.org/W2060978960","https://openalex.org/W2063182345","https://openalex.org/W2118706537","https://openalex.org/W2314582146","https://openalex.org/W2321915572","https://openalex.org/W2345112857","https://openalex.org/W2352352375","https://openalex.org/W2385558965","https://openalex.org/W2429289022","https://openalex.org/W2530887700","https://openalex.org/W2562397702","https://openalex.org/W2585354796","https://openalex.org/W2621129539","https://openalex.org/W2621390501","https://openalex.org/W2789484124","https://openalex.org/W2789844255","https://openalex.org/W3015222189","https://openalex.org/W6733265700","https://openalex.org/W6739157455","https://openalex.org/W7046107993"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W1972473893","https://openalex.org/W2157557172","https://openalex.org/W2466435674","https://openalex.org/W2765200542","https://openalex.org/W4390987329","https://openalex.org/W2361581724"],"abstract_inverted_index":{"In":[0],"this":[1,77],"paper,":[2],"to":[3,50,102,125],"accurately":[4],"predict":[5],"and":[6,30,106,118],"evaluate":[7],"the":[8,39,44,52,56,68,79,85,104,115,122],"traffic":[9,127],"states":[10],"in":[11,93,130],"local":[12,73,90],"urban":[13],"areas,":[14],"an":[15],"effective":[16],"as":[17,19],"well":[18],"efficient":[20],"algorithm":[21,47],"combined":[22],"with":[23],"leakage":[24],"integral":[25],"echo":[26],"state":[27],"network":[28],"(LiESN)":[29],"Pearson":[31,64],"correlation":[32,65],"analysis":[33,66],"is":[34,48,60],"presented.":[35],"First,":[36],"aiming":[37],"at":[38],"parameter":[40],"optimization":[41],"of":[42,72,89,108],"LiESN,":[43],"differential":[45],"evolution":[46],"used":[49,101],"calibrate":[51],"key":[53],"parameters.":[54],"Second,":[55],"road":[57,74,91],"weight":[58],"allocation":[59],"carried":[61],"out":[62],"by":[63],"considering":[67],"specific":[69],"topology":[70],"characteristics":[71],"nets.":[75],"On":[76],"basis,":[78],"corresponding":[80],"flow-frameworks":[81],"are":[82,100],"designed.":[83],"Finally,":[84],"congestion":[86,123],"delay":[87],"data":[88],"nets":[92],"Chongqing":[94],"Nan\u2019an":[95],"district,":[96],"acquired":[97],"from":[98],"AutoNavi,":[99],"verify":[103],"validity":[105],"rationality":[107],"our":[109],"method.":[110],"Experimental":[111],"results":[112],"indicate":[113],"that":[114],"proposed":[116],"identification":[117],"prediction":[119],"mechanism":[120,129],"relates":[121],"indicators":[124],"actual":[126],"operating":[128],"a":[131],"more":[132],"reasonable":[133],"way.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}