{"id":"https://openalex.org/W4298109527","doi":"https://doi.org/10.1007/s10479-022-04842-w","title":"A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning","display_name":"A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4298109527","doi":"https://doi.org/10.1007/s10479-022-04842-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-022-04842-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04842-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04842-w.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04842-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101451442","display_name":"Jiguang Wang","orcid":"https://orcid.org/0009-0005-3034-1871"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiguang Wang","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518005, China","Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, 518005, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518005, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, 518005, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101919669","display_name":"Yilun Zhang","orcid":"https://orcid.org/0000-0003-1616-1610"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilun Zhang","raw_affiliation_strings":["Department of Industrial Engineering and Management, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010668763","display_name":"Xinjie Xing","orcid":"https://orcid.org/0000-0001-6277-5045"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xinjie Xing","raw_affiliation_strings":["Management School, University of Liverpool, Liverpool, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, University of Liverpool, Liverpool, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042614916","display_name":"Yuanzhu Zhan","orcid":"https://orcid.org/0000-0002-8585-8828"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuanzhu Zhan","raw_affiliation_strings":["Birmingham Business School, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Business School, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053833625","display_name":"Wai Kin Chan","orcid":"https://orcid.org/0000-0002-7202-1922"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wai Kin Victor Chan","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518005, China","Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, 518005, China"],"raw_orcid":"https://orcid.org/0000-0002-7202-1922","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518005, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, 518005, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069458453","display_name":"Sunil Tiwari","orcid":"https://orcid.org/0000-0002-0499-2794"},"institutions":[{"id":"https://openalex.org/I91720666","display_name":"ESSCA School of Management","ror":"https://ror.org/04kkyet53","country_code":"FR","type":"education","lineage":["https://openalex.org/I91720666"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sunil Tiwari","raw_affiliation_strings":["Operation Management & Decision Science Department, ESSCA School of Management, 4 Pont Pasteur, 69007, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Operation Management & Decision Science Department, ESSCA School of Management, 4 Pont Pasteur, 69007, Lyon, France","institution_ids":["https://openalex.org/I91720666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101451442"],"corresponding_institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.1751,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76799706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"339","issue":"1-2","first_page":"427","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.9994999766349792,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7338994145393372},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5916495323181152},{"id":"https://openalex.org/keywords/planner","display_name":"Planner","score":0.5592002272605896},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5216584205627441},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4990260601043701},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4816831052303314},{"id":"https://openalex.org/keywords/fleet-management","display_name":"Fleet management","score":0.4706608057022095},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.42632508277893066},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42445626854896545},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3379693627357483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26813367009162903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2661491632461548},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2493533492088318},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17358049750328064},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12375974655151367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7338994145393372},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5916495323181152},{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.5592002272605896},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5216584205627441},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4990260601043701},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4816831052303314},{"id":"https://openalex.org/C2777305159","wikidata":"https://www.wikidata.org/wiki/Q1430291","display_name":"Fleet management","level":2,"score":0.4706608057022095},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.42632508277893066},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42445626854896545},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3379693627357483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26813367009162903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2661491632461548},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2493533492088318},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17358049750328064},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12375974655151367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10479-022-04842-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04842-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04842-w.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire/c23f2e34-936e-4c3b-a4d0-8d453343f2f5","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/c23f2e34-936e-4c3b-a4d0-8d453343f2f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wang, J, Zhang, Y, Xing, X, Zhan, Y, Chan, W K V & Tiwari, S 2022, 'A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning', Annals of Operations Research. https://doi.org/10.1007/s10479-022-04842-w","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:spr:annopr:v:339:y:2024:i:1:d:10.1007_s10479-022-04842-w","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-022-04842-w","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:pure.atira.dk:openaire_cris_publications/7280f4ec-d4f8-4a9e-9b95-2183ceb53d44","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/7280f4ec-d4f8-4a9e-9b95-2183ceb53d44","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang , J , Zhang , Y , Xing , X , Zhan , Y , Chan , W K V & Tiwari , S 2022 , ' A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning ' , Annals of Operations Research . https://doi.org/10.1007/s10479-022-04842-w","raw_type":"article"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/c23f2e34-936e-4c3b-a4d0-8d453343f2f5","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/c23f2e34-936e-4c3b-a4d0-8d453343f2f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang , J , Zhang , Y , Xing , X , Zhan , Y , Chan , W K V &amp; Tiwari , S 2022 , ' A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning ' , Annals of Operations Research . https://doi.org/10.1007/s10479-022-04842-w","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10479-022-04842-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04842-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04842-w.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4761585152","display_name":null,"funder_award_id":"JCYJ20210324135011030","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G6298785130","display_name":null,"funder_award_id":"71971127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8892475282","display_name":null,"funder_award_id":"2019QN01X890","funder_id":"https://openalex.org/F4320335377","funder_display_name":"Pearl River S and T Nova Program of Guangzhou"}],"funders":[{"id":"https://openalex.org/F4320320323","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320335377","display_name":"Pearl River S and T Nova Program of Guangzhou","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4298109527.pdf","grobid_xml":"https://content.openalex.org/works/W4298109527.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1583652789","https://openalex.org/W1650780448","https://openalex.org/W1857804404","https://openalex.org/W1967427505","https://openalex.org/W1980402561","https://openalex.org/W2025689845","https://openalex.org/W2028199199","https://openalex.org/W2031236641","https://openalex.org/W2111162011","https://openalex.org/W2156117830","https://openalex.org/W2159812562","https://openalex.org/W2163176424","https://openalex.org/W2170392562","https://openalex.org/W2312532697","https://openalex.org/W2418424010","https://openalex.org/W2543232345","https://openalex.org/W2558600380","https://openalex.org/W2565638783","https://openalex.org/W2585427122","https://openalex.org/W2613403349","https://openalex.org/W2695874637","https://openalex.org/W2724349242","https://openalex.org/W2774042751","https://openalex.org/W2794842204","https://openalex.org/W2795577446","https://openalex.org/W2891363375","https://openalex.org/W2902048196","https://openalex.org/W2916010261","https://openalex.org/W2956462220","https://openalex.org/W2963995014","https://openalex.org/W2982640393","https://openalex.org/W2990646398","https://openalex.org/W2994891734","https://openalex.org/W3106357768","https://openalex.org/W3122289956","https://openalex.org/W3145044386","https://openalex.org/W3171095691","https://openalex.org/W3178264531","https://openalex.org/W3205929196","https://openalex.org/W3213921542","https://openalex.org/W4206583545"],"related_works":["https://openalex.org/W804484174","https://openalex.org/W4246538999","https://openalex.org/W4244698559","https://openalex.org/W2002361198","https://openalex.org/W56933075","https://openalex.org/W1548568597","https://openalex.org/W2482749251","https://openalex.org/W2114119680","https://openalex.org/W2897994211","https://openalex.org/W2741847199"],"abstract_inverted_index":{"Abstract":[0],"Faced":[1],"with":[2,45,123,165],"dynamic":[3,40],"and":[4,34,44,72,86,106,120,148,173],"increasingly":[5],"diversified":[6],"public":[7],"transport":[8,64],"requirements,":[9],"bus":[10,25,114,170],"operators":[11,115],"are":[12,27,155,177],"urged":[13],"to":[14,18,38,112,167],"propose":[15],"operational":[16],"innovations":[17],"sustain":[19],"their":[20],"competitiveness.":[21],"In":[22,88],"particular,":[23],"ordinary":[24],"operations":[26],"heavily":[28],"constrained":[29],"by":[30,54,179],"well-established":[31],"route":[32,109],"options,":[33],"it":[35],"is":[36],"challenging":[37],"accommodate":[39],"passenger":[41],"flows":[42],"effectively":[43,84,101,116],"a":[46,94,108,159],"good":[47],"level":[48],"of":[49,57,61,132,150],"resource":[50],"utilization":[51],"performance.":[52],"Inspired":[53],"the":[55,62,67,103,130,151],"philosophy":[56],"sharing":[58],"economy,":[59],"many":[60],"available":[63],"resources":[65],"on":[66],"road,":[68],"such":[69],"as":[70],"minibuses":[71],"private":[73],"vehicles,":[74],"can":[75,82,100],"offer":[76],"opportunities":[77],"for":[78,158],"improvement":[79],"if":[80],"they":[81],"be":[83],"incorporated":[85],"exploited.":[87],"this":[89,91],"regard,":[90],"paper":[92],"proposes":[93],"metric":[95,135],"learning-based":[96,136],"prediction":[97,141],"algorithm":[98],"which":[99],"capture":[102],"demand":[104],"pattern":[105],"designs":[107],"planning":[110],"optimizer":[111],"help":[113],"deploy":[117],"fixed":[118],"routing":[119,153],"cooperative":[121],"buses":[122],"traffic":[124],"dynamics.":[125],"Through":[126],"extensive":[127],"numerical":[128],"studies,":[129],"performance":[131],"our":[133],"proposed":[134],"Generative":[137],"Adversarial":[138],"Network":[139],"(GAN)":[140],"model":[142],"outperforms":[143],"existing":[144],"ways.":[145],"The":[146],"effectiveness":[147],"robustness":[149],"prediction-supported":[152],"planner":[154],"well":[156],"demonstrated":[157],"real-time":[160],"case.":[161],"Further,":[162],"managerial":[163],"insights":[164],"regard":[166],"travel":[168],"time,":[169],"fleet":[171],"size,":[172],"customer":[174],"service":[175],"levels":[176],"revealed":[178],"various":[180],"sensitivity":[181],"analysis.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
