{"id":"https://openalex.org/W2061937033","doi":"https://doi.org/10.1109/icmlc.2014.7009690","title":"Modeling and prediction of highway traffic flow based on wavelet neural network","display_name":"Modeling and prediction of highway traffic flow based on wavelet neural network","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2061937033","doi":"https://doi.org/10.1109/icmlc.2014.7009690","mag":"2061937033"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2014.7009690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2014.7009690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Machine Learning and Cybernetics","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/A5100417608","display_name":"Dongmei Li","orcid":"https://orcid.org/0000-0002-2598-657X"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong-Mei Li","raw_affiliation_strings":["School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang, China","School of Economics and Management Hebei University of Science and Technology Shijiazhuang 050018 China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"School of Economics and Management Hebei University of Science and Technology Shijiazhuang 050018 China","institution_ids":["https://openalex.org/I34155123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040594867","display_name":"Bin Liu","orcid":"https://orcid.org/0000-0003-1352-0198"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liu","raw_affiliation_strings":["School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang, China","School of Economics and Management Hebei University of Science and Technology Shijiazhuang 050018 China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"School of Economics and Management Hebei University of Science and Technology Shijiazhuang 050018 China","institution_ids":["https://openalex.org/I34155123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100417608"],"corresponding_institution_ids":["https://openalex.org/I34155123"],"apc_list":null,"apc_paid":null,"fwci":0.8161,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77990567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":null,"first_page":"675","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9765999913215637,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9657999873161316,"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/wavelet","display_name":"Wavelet","score":0.7952502965927124},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7340232729911804},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.6874306201934814},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6535623073577881},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4373907148838043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.435534805059433},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4286395311355591},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4174363911151886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36545735597610474},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.25678157806396484},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11355471611022949}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7952502965927124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7340232729911804},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6874306201934814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535623073577881},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4373907148838043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.435534805059433},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4286395311355591},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4174363911151886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36545735597610474},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25678157806396484},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11355471611022949}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2014.7009690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2014.7009690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322282","display_name":"Jane ja Aatos Erkon S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/03vxy9y38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1996457660","https://openalex.org/W2006447203","https://openalex.org/W2029269293","https://openalex.org/W2046138726","https://openalex.org/W2076837258","https://openalex.org/W2357794377","https://openalex.org/W2370079792","https://openalex.org/W2373311771","https://openalex.org/W2391469126"],"related_works":["https://openalex.org/W2077021924","https://openalex.org/W2149721642","https://openalex.org/W2587362999","https://openalex.org/W432084041","https://openalex.org/W2394010358","https://openalex.org/W2361078351","https://openalex.org/W2986732134","https://openalex.org/W4239349137","https://openalex.org/W1463884142","https://openalex.org/W2963251637"],"abstract_inverted_index":{"The":[0,8,22,41,52,66,77,88],"features":[1],"of":[2,37,55],"highway":[3,13,56,99],"traffic":[4,14,57,85,100],"flow":[5,15,58,86,101],"are":[6,29,50,69],"analyzed.":[7],"modeling":[9],"scheme":[10],"to":[11,19,71],"predict":[12,97],"is":[16,64,80],"proposed":[17],"according":[18],"these":[20],"features.":[21],"formulas":[23],"for":[24,46],"training":[25,42],"wavelet":[26,38,47,61,93],"neural":[27,39,48,62,94],"network":[28,49,63,95],"deduced":[30],"after":[31],"the":[32,92,98],"researches":[33],"on":[34,60],"learning":[35],"process":[36],"network.":[40],"algorithm":[43],"and":[44],"procedure":[45],"designed.":[51],"prediction":[53,75,78],"model":[54,67],"based":[59],"established.":[65],"parameters":[68],"adjusted":[70],"achieve":[72],"a":[73],"good":[74],"result":[76,79,89],"tested":[81],"by":[82],"using":[83],"actual":[84],"data.":[87],"shows":[90],"that":[91],"can":[96],"accurately.":[102]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}