{"id":"https://openalex.org/W2970099524","doi":"https://doi.org/10.1016/j.cstp.2019.08.003","title":"Application of machine learning to characterize uneconomical managed lane choice behaviour","display_name":"Application of machine learning to characterize uneconomical managed lane choice behaviour","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2970099524","doi":"https://doi.org/10.1016/j.cstp.2019.08.003","mag":"2970099524"},"language":"en","primary_location":{"id":"doi:10.1016/j.cstp.2019.08.003","doi":"https://doi.org/10.1016/j.cstp.2019.08.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cstp.2019.08.003","pdf_url":null,"source":{"id":"https://openalex.org/S2764739077","display_name":"Case Studies on Transport Policy","issn_l":"2213-624X","issn":["2213-624X","2213-6258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Case Studies on Transport Policy","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/A5016115326","display_name":"Farinoush Sharifi","orcid":"https://orcid.org/0000-0003-0574-5477","observed_orcids":["https://orcid.org/0000-0003-0574-5477"]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Farinoush Sharifi","raw_affiliation_strings":["Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, United States"],"raw_orcid":"https://orcid.org/0000-0003-0574-5477","affiliations":[{"raw_affiliation_string":"Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, United States","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005072816","display_name":"Mark Whitman Burris","orcid":"https://orcid.org/0000-0003-4216-708X","observed_orcids":["https://orcid.org/0000-0003-4216-708X"]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark W. Burris","raw_affiliation_strings":["Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, United States","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016115326"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":null,"fwci":0.3583,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66421839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"7","issue":"4","first_page":"781","last_page":"789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.989300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.989300012588501,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.00419999985024333,"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/T10524","display_name":"Traffic control and management","score":0.003100000089034438,"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/managed-lanes","display_name":"managed lanes","score":0.9629999995231628},{"id":"https://openalex.org/keywords/toll-roads","display_name":"toll roads","score":0.6510000228881836},{"id":"https://openalex.org/keywords/travel-time-variability","display_name":"travel time variability","score":0.6830000281333923},{"id":"https://openalex.org/keywords/toll-rates","display_name":"toll rates","score":0.8360000252723694},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"traffic flow","score":0.9909999966621399},{"id":"https://openalex.org/keywords/travel-behavior-prediction","display_name":"travel behavior prediction","score":0.8659999966621399},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8930000066757202},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.8560000061988831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5437047481536865},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4672638773918152},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4096923768520355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36422884464263916},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18721091747283936}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cstp.2019.08.003","doi":"https://doi.org/10.1016/j.cstp.2019.08.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cstp.2019.08.003","pdf_url":null,"source":{"id":"https://openalex.org/S2764739077","display_name":"Case Studies on Transport Policy","issn_l":"2213-624X","issn":["2213-624X","2213-6258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Case Studies on Transport Policy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7250000238418579},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308144","display_name":"Texas Department of Transportation","ror":"https://ror.org/02ky21x08"},{"id":"https://openalex.org/F4320310164","display_name":"Texas A and M University","ror":"https://ror.org/01f5ytq51"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W123430343","https://openalex.org/W800064914","https://openalex.org/W1600159497","https://openalex.org/W1618218362","https://openalex.org/W2009974803","https://openalex.org/W2020596748","https://openalex.org/W2045257928","https://openalex.org/W2067579948","https://openalex.org/W2070307126","https://openalex.org/W2152081677","https://openalex.org/W2553967350","https://openalex.org/W2583601307","https://openalex.org/W2587802550","https://openalex.org/W2589332586","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W7010044754","https://openalex.org/W7128927076","https://openalex.org/W3178027246","https://openalex.org/W2890603062","https://openalex.org/W2912250275","https://openalex.org/W7140312602","https://openalex.org/W7153250782","https://openalex.org/W4220967867","https://openalex.org/W2945244172","https://openalex.org/W2583601307"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2019-09-05T00:00:00"}
