{"id":"https://openalex.org/W2948159890","doi":"https://doi.org/10.1155/2019/9162163","title":"A Multimode Dynamic Short\u2010Term Traffic Flow Grey Prediction Model of High\u2010Dimension Tensors","display_name":"A Multimode Dynamic Short\u2010Term Traffic Flow Grey Prediction Model of High\u2010Dimension Tensors","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2948159890","doi":"https://doi.org/10.1155/2019/9162163","mag":"2948159890"},"language":"en","primary_location":{"id":"doi:10.1155/2019/9162163","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9162163","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/9162163.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2019/9162163.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034057704","display_name":"Huiming Duan","orcid":"https://orcid.org/0000-0003-3458-3905"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiming Duan","raw_affiliation_strings":["School of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065","School of Science, Wuhan University of Technology, Wuhan 430070"],"raw_orcid":"https://orcid.org/0000-0003-3458-3905","affiliations":[{"raw_affiliation_string":"School of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Science, Wuhan University of Technology, Wuhan 430070","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103253232","display_name":"Xinping Xiao","orcid":"https://orcid.org/0000-0002-9615-501X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinping Xiao","raw_affiliation_strings":["School of Science, Wuhan University of Technology, Wuhan 430070"],"raw_orcid":"https://orcid.org/0000-0002-9615-501X","affiliations":[{"raw_affiliation_string":"School of Science, Wuhan University of Technology, Wuhan 430070","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103253232"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":4.4578,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94617225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9983000159263611,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9333000183105469,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.6179945468902588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6027580499649048},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.507890522480011},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.49630528688430786},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.449880450963974},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.44366514682769775},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.4178251326084137},{"id":"https://openalex.org/keywords/multi-mode-optical-fiber","display_name":"Multi-mode optical fiber","score":0.41736817359924316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34944474697113037},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32901179790496826},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28891146183013916},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10606256127357483},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09493863582611084},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08352315425872803}],"concepts":[{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6179945468902588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6027580499649048},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.507890522480011},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.49630528688430786},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.449880450963974},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.44366514682769775},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.4178251326084137},{"id":"https://openalex.org/C101645829","wikidata":"https://www.wikidata.org/wiki/Q1781857","display_name":"Multi-mode optical fiber","level":3,"score":0.41736817359924316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34944474697113037},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32901179790496826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28891146183013916},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10606256127357483},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09493863582611084},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08352315425872803},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2019/9162163","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9162163","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/9162163.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:9162163","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2019/9162163.xml","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,"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"},{"id":"pmh:oai:doaj.org/article:c2ac6f803a8f4cc6a411799f1da0e63c","is_oa":true,"landing_page_url":"https://doaj.org/article/c2ac6f803a8f4cc6a411799f1da0e63c","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":"Complexity, Vol 2019 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2019/9162163","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9162163","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/9162163.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1945813531","display_name":null,"funder_award_id":"18YJA630022","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G3228191328","display_name":null,"funder_award_id":"KJQN201800624","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G4704113976","display_name":"\u9762\u5411\u901a\u822a\u73af\u5883\u6570\u5b57\u5316\u7070\u4fe1\u606f\u4e0b\u7684\u5317\u6781\u822a\u9053\u8239\u8236\u51b0\u56f0\u98ce\u9669\u9884\u8b66\u7814\u7a76","funder_award_id":"71871174","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948159890.pdf","grobid_xml":"https://content.openalex.org/works/W2948159890.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1798398164","https://openalex.org/W1968224641","https://openalex.org/W1996820377","https://openalex.org/W2027431366","https://openalex.org/W2049952439","https://openalex.org/W2051595139","https://openalex.org/W2084277167","https://openalex.org/W2140862024","https://openalex.org/W2179076887","https://openalex.org/W2185239270","https://openalex.org/W2194513117","https://openalex.org/W2218802200","https://openalex.org/W2281039876","https://openalex.org/W2302719757","https://openalex.org/W2342643507","https://openalex.org/W2343352690","https://openalex.org/W2382825612","https://openalex.org/W2432465520","https://openalex.org/W2494809744","https://openalex.org/W2525614189","https://openalex.org/W2528799109","https://openalex.org/W2566993467","https://openalex.org/W2596628535","https://openalex.org/W2731400027","https://openalex.org/W2732267215","https://openalex.org/W2755953898","https://openalex.org/W2767854248","https://openalex.org/W2789371837","https://openalex.org/W2792214622","https://openalex.org/W2799644721","https://openalex.org/W2801323363","https://openalex.org/W2805089611","https://openalex.org/W2807201998","https://openalex.org/W2807710380","https://openalex.org/W2808343572","https://openalex.org/W2808807067","https://openalex.org/W2885199956","https://openalex.org/W2887607320","https://openalex.org/W2894871218","https://openalex.org/W2902048196","https://openalex.org/W2905967367","https://openalex.org/W2907948178","https://openalex.org/W2911075892","https://openalex.org/W2914451237","https://openalex.org/W2941382837","https://openalex.org/W6750678835"],"related_works":["https://openalex.org/W3189198594","https://openalex.org/W1994501894","https://openalex.org/W4399872492","https://openalex.org/W3103571109","https://openalex.org/W2980611886","https://openalex.org/W1971004923","https://openalex.org/W3205189634","https://openalex.org/W42295635","https://openalex.org/W2020214573","https://openalex.org/W1973996291"],"abstract_inverted_index":{"Short\u2010term":[0],"traffic":[1,14,31,46,96,137],"flow":[2,15,32,47,97,138],"prediction":[3,65,134,163],"is":[4,35,59,78],"an":[5,153],"important":[6],"theoretical":[7],"basis":[8],"for":[9,124],"intelligent":[10],"transportation":[11],"systems,":[12],"and":[13,21,26,80,100,110,131,162],"data":[16,98,139],"contain":[17],"abundant":[18],"multimode":[19,93],"features":[20],"exhibit":[22],"characteristic":[23],"spatiotemporal":[24],"correlations":[25],"dynamics.":[27],"To":[28],"predict":[29],"the":[30,75,92,101,104,115,120,125,129,141,160],"state,":[33],"it":[34,81],"necessary":[36],"to":[37,44,113],"design":[38],"a":[39,50,68],"model":[40,57,62,77,122],"that":[41,159],"can":[42,82],"adapt":[43],"changing":[45],"characteristics.":[48],"Thus,":[49],"dynamic":[51,118],"tensor":[52],"rolling":[53,64],"nonhomogeneous":[54,85],"discrete":[55],"grey":[56,133],"(DTRNDGM)":[58],"proposed.":[60],"This":[61],"achieves":[63],"by":[66],"introducing":[67],"cycle":[69,105,116],"truncation":[70,106],"accumulated":[71,107],"generating":[72,108],"operation;":[73],"furthermore,":[74],"proposed":[76,121],"unbiased,":[79],"perfectly":[83],"fit":[84],"exponential":[86],"sequences.":[87],"In":[88],"addition,":[89],"based":[90],"on":[91],"characteristics":[94],"of":[95,117,128,144,165],"tensors":[99],"relationship":[102],"between":[103],"operation":[109],"matrix":[111],"perturbation":[112],"determine":[114],"prediction,":[119],"compensates":[123],"periodic":[126],"verification":[127],"RSDGM":[130],"SGM":[132],"models.":[135],"Finally,":[136],"from":[140],"main":[142],"route":[143],"Shaoshan":[145],"Road,":[146],"Changsha,":[147],"Hunan,":[148],"China,":[149],"are":[150,167],"used":[151],"as":[152],"example.":[154],"The":[155],"experimental":[156],"results":[157,164],"show":[158],"simulation":[161],"DTRNDGM":[166],"good.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}