{"id":"https://openalex.org/W4283272896","doi":"https://doi.org/10.3390/e24070849","title":"Entropy-Weight-Method-Based Integrated Models for Short-Term Intersection Traffic Flow Prediction","display_name":"Entropy-Weight-Method-Based Integrated Models for Short-Term Intersection Traffic Flow Prediction","publication_year":2022,"publication_date":"2022-06-21","ids":{"openalex":"https://openalex.org/W4283272896","doi":"https://doi.org/10.3390/e24070849","pmid":"https://pubmed.ncbi.nlm.nih.gov/35885075"},"language":"en","primary_location":{"id":"doi:10.3390/e24070849","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24070849","pdf_url":"https://www.mdpi.com/1099-4300/24/7/849/pdf?version=1656583041","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/24/7/849/pdf?version=1656583041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040658558","display_name":"Wenrui Qu","orcid":"https://orcid.org/0000-0003-4139-3544"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenrui Qu","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754908","display_name":"Jinhong Li","orcid":"https://orcid.org/0000-0001-9242-4414"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Li","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110971679","display_name":"Wenting Song","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenting Song","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697546","display_name":"Xiaoran Li","orcid":"https://orcid.org/0000-0003-2100-5751"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Li","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458078","display_name":"Yue Zhao","orcid":"https://orcid.org/0000-0001-9777-8617"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089910884","display_name":"Hanlin Dong","orcid":"https://orcid.org/0000-0002-8481-4866"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanlin Dong","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359580","display_name":"Yanfei Wang","orcid":"https://orcid.org/0000-0001-7992-3999"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Wang","raw_affiliation_strings":["School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Qilu University of Technology (Shandong Academy of Sciences), University Road 3501, Changqing District, Jinan 250353, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032637940","display_name":"Qun Zhao","orcid":"https://orcid.org/0000-0003-3760-9234"},"institutions":[{"id":"https://openalex.org/I48205209","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77","country_code":"US","type":"education","lineage":["https://openalex.org/I48205209"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qun Zhao","raw_affiliation_strings":["Department of Transportation Studies, Texas Southern University, 3100 Cleburne Street, Houston, TX 77004-9986, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transportation Studies, Texas Southern University, 3100 Cleburne Street, Houston, TX 77004-9986, USA","institution_ids":["https://openalex.org/I48205209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013463992","display_name":"Yi Qi","orcid":"https://orcid.org/0000-0002-6314-2626"},"institutions":[{"id":"https://openalex.org/I48205209","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77","country_code":"US","type":"education","lineage":["https://openalex.org/I48205209"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Qi","raw_affiliation_strings":["Department of Transportation Studies, Texas Southern University, 3100 Cleburne Street, Houston, TX 77004-9986, USA"],"raw_orcid":"https://orcid.org/0000-0002-6314-2626","affiliations":[{"raw_affiliation_string":"Department of Transportation Studies, Texas Southern University, 3100 Cleburne Street, Houston, TX 77004-9986, USA","institution_ids":["https://openalex.org/I48205209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5013463992"],"corresponding_institution_ids":["https://openalex.org/I48205209"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":4.646,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.95588741,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"7","first_page":"849","last_page":"849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9965000152587891,"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":0.9952999949455261,"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":0.5902001261711121},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5776705741882324},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5641751289367676},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5487169623374939},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4235304594039917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.387123167514801},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33176344633102417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2928658127784729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28806930780410767},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17557081580162048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5902001261711121},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5776705741882324},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5641751289367676},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5487169623374939},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4235304594039917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.387123167514801},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33176344633102417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2928658127784729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28806930780410767},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17557081580162048},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e24070849","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24070849","pdf_url":"https://www.mdpi.com/1099-4300/24/7/849/pdf?version=1656583041","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:35885075","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35885075","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b8d12d89381c4b6ca95a921414ca92bc","is_oa":true,"landing_page_url":"https://doaj.org/article/b8d12d89381c4b6ca95a921414ca92bc","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":"Entropy, Vol 24, Iss 7, p 849 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/24/7/849/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e24070849","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 24; Issue 7; Pages: 849","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9317321","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9317321","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e24070849","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24070849","pdf_url":"https://www.mdpi.com/1099-4300/24/7/849/pdf?version=1656583041","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4624329846","display_name":null,"funder_award_id":"69A3551747133","funder_id":"https://openalex.org/F4320306108","funder_display_name":"U.S. Department of Transportation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306108","display_name":"U.S. Department of Transportation","ror":"https://ror.org/02xfw2e90"},{"id":"https://openalex.org/F4320318920","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283272896.pdf","grobid_xml":"https://content.openalex.org/works/W4283272896.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W180185937","https://openalex.org/W252463892","https://openalex.org/W598692437","https://openalex.org/W1482956286","https://openalex.org/W1518135498","https://openalex.org/W1875626450","https://openalex.org/W1971104442","https://openalex.org/W2005779862","https://openalex.org/W2012051283","https://openalex.org/W2038206846","https://openalex.org/W2069348920","https://openalex.org/W2104114592","https://openalex.org/W2105223996","https://openalex.org/W2106673546","https://openalex.org/W2112702040","https://openalex.org/W2131767615","https://openalex.org/W2144623333","https://openalex.org/W2150010190","https://openalex.org/W2153346465","https://openalex.org/W2171248952","https://openalex.org/W2187559424","https://openalex.org/W2190353863","https://openalex.org/W2207466483","https://openalex.org/W2277710627","https://openalex.org/W2332271625","https://openalex.org/W2403953185","https://openalex.org/W2510620627","https://openalex.org/W2511582922","https://openalex.org/W2594366335","https://openalex.org/W2610521338","https://openalex.org/W2763350515","https://openalex.org/W2797935218","https://openalex.org/W2801080689","https://openalex.org/W2802835993","https://openalex.org/W2904262414","https://openalex.org/W2955882089","https://openalex.org/W2970671293","https://openalex.org/W2979822934","https://openalex.org/W3016803106","https://openalex.org/W3036407082","https://openalex.org/W3089744907","https://openalex.org/W3098996042","https://openalex.org/W3129330147","https://openalex.org/W3197995688","https://openalex.org/W3215294296","https://openalex.org/W4200099066","https://openalex.org/W4210486920","https://openalex.org/W6607252422"],"related_works":["https://openalex.org/W2348909947","https://openalex.org/W4292672442","https://openalex.org/W2362101859","https://openalex.org/W2791431590","https://openalex.org/W2941610985","https://openalex.org/W4235810826","https://openalex.org/W3000105423","https://openalex.org/W2350688482","https://openalex.org/W2122135111","https://openalex.org/W2053575972"],"abstract_inverted_index":{"Three":[0],"different":[1,28,125],"types":[2,126],"of":[3,34,43,127,131,165,176],"entropy":[4],"weight":[5],"methods":[6,25,191],"(EWMs),":[7],"i.e.,":[8,67],"EWM-A,":[9],"EWM-B,":[10],"and":[11,73,103,142,183,189],"EWM-C,":[12],"have":[13,95,104],"been":[14,96,105],"used":[15,98],"by":[16,121],"previous":[17],"studies":[18],"for":[19,37,59,99,163],"integrating":[20],"prediction":[21,57,102,162],"models.":[22],"These":[23,88],"three":[24,45,116,124,133],"use":[26],"very":[27],"ideas":[29],"on":[30,169],"determining":[31],"the":[32,41,123,132,139,150,155,159,166,170,174,178,184,187],"weights":[33],"individual":[35,65,81,140],"models":[36,58,82,90,118],"integration.":[38],"To":[39],"evaluate":[40],"performances":[42,130],"these":[44],"EWMs,":[46],"this":[47],"study":[48],"applied":[49],"them":[50],"to":[51,83,107,110],"developing":[52],"integrated":[53,85,117,134],"short-term":[54],"traffic":[55,100,151],"flow":[56,101,152],"signalized":[60],"intersections.":[61],"At":[62],"first,":[63],"two":[64,89],"models,":[66,135,144],"a":[68,74],"k-nearest":[69],"neighbors":[70],"(KNN)-algorithm-based":[71],"model":[72,76,157,171],"neural-network-based":[75],"(Elman),":[77],"were":[78,91,119,145,181,192],"developed":[79,120],"as":[80,136,138],"be":[84,108],"using":[86,122,177],"EWMs.":[87,128],"selected":[92],"because":[93],"they":[94],"widely":[97],"approved":[106],"able":[109],"achieve":[111],"good":[112],"performance.":[113],"After":[114],"that,":[115],"The":[129],"well":[137],"KNN":[141],"Elman":[143],"compared.":[146],"We":[147],"found":[148],"that":[149],"predicted":[153],"with":[154,186],"EWM-C":[156,179],"is":[158],"most":[160,164],"accurate":[161],"days.":[167],"Based":[168],"evaluation":[172],"results,":[173],"advantages":[175],"method":[180],"deliberated":[182],"problems":[185],"EWM-A":[188],"EWM-B":[190],"also":[193],"discussed.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}