{"id":"https://openalex.org/W3080306761","doi":"https://doi.org/10.1155/2020/3180628","title":"Short-Term Passenger Flow Forecast of Rail Transit Station Based on MIC Feature Selection and ST-LightGBM considering Transfer Passenger Flow","display_name":"Short-Term Passenger Flow Forecast of Rail Transit Station Based on MIC Feature Selection and ST-LightGBM considering Transfer Passenger Flow","publication_year":2020,"publication_date":"2020-08-25","ids":{"openalex":"https://openalex.org/W3080306761","doi":"https://doi.org/10.1155/2020/3180628","mag":"3080306761"},"language":"en","primary_location":{"id":"doi:10.1155/2020/3180628","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3180628","pdf_url":"https://downloads.hindawi.com/journals/sp/2020/3180628.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2020/3180628.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100612143","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0003-2465-3914"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China"],"raw_orcid":"https://orcid.org/0000-0003-2465-3914","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754291","display_name":"Cheng Wang","orcid":"https://orcid.org/0000-0001-6075-2878"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Wang","raw_affiliation_strings":["College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China","State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":"https://orcid.org/0000-0001-6075-2878","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005545296","display_name":"Yueer Gao","orcid":"https://orcid.org/0000-0002-8840-8558"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueer Gao","raw_affiliation_strings":["College of Architecture, Huaqiao University, Xiamen 361021, China"],"raw_orcid":"https://orcid.org/0000-0002-8840-8558","affiliations":[{"raw_affiliation_string":"College of Architecture, Huaqiao University, Xiamen 361021, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107903890","display_name":"Jianwei Chen","orcid":"https://orcid.org/0009-0009-1263-4047"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianwei Chen","raw_affiliation_strings":["Department of Mathematics and Statistics, San Diego State University, San Diego, CA 92182, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, San Diego State University, San Diego, CA 92182, USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100430650","display_name":"Yiwen Zhang","orcid":"https://orcid.org/0000-0001-8709-1088"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China","institution_ids":["https://openalex.org/I119045251"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100754291"],"corresponding_institution_ids":["https://openalex.org/I119045251","https://openalex.org/I87445476"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":1.0436,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75893448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"15"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9976999759674072,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9951000213623047,"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":0.6290371417999268},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5112261772155762},{"id":"https://openalex.org/keywords/metro-station","display_name":"Metro station","score":0.49838995933532715},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4787937104701996},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4598601162433624},{"id":"https://openalex.org/keywords/transfer-station","display_name":"Transfer station","score":0.4451422691345215},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.4428315758705139},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4328393340110779},{"id":"https://openalex.org/keywords/urban-rail-transit","display_name":"Urban rail transit","score":0.4209514856338501},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.41506093740463257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4145229160785675},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4135928153991699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2545752227306366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24867653846740723},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2157508134841919},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14539018273353577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6290371417999268},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5112261772155762},{"id":"https://openalex.org/C2994559806","wikidata":"https://www.wikidata.org/wiki/Q928830","display_name":"Metro station","level":2,"score":0.49838995933532715},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4787937104701996},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4598601162433624},{"id":"https://openalex.org/C2775936651","wikidata":"https://www.wikidata.org/wiki/Q4992010","display_name":"Transfer station","level":3,"score":0.4451422691345215},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.4428315758705139},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4328393340110779},{"id":"https://openalex.org/C2780434240","wikidata":"https://www.wikidata.org/wiki/Q3491904","display_name":"Urban rail transit","level":2,"score":0.4209514856338501},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.41506093740463257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4145229160785675},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4135928153991699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2545752227306366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24867653846740723},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2157508134841919},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14539018273353577},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2020/3180628","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3180628","pdf_url":"https://downloads.hindawi.com/journals/sp/2020/3180628.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e4c944df7e284f278dded0b6cebe2caa","is_oa":false,"landing_page_url":"https://doaj.org/article/e4c944df7e284f278dded0b6cebe2caa","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/3180628","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3180628","pdf_url":"https://downloads.hindawi.com/journals/sp/2020/3180628.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G1082040639","display_name":null,"funder_award_id":"2017J01090","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1342950925","display_name":null,"funder_award_id":"2017J01090","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G1396339626","display_name":null,"funder_award_id":"1608209","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G1533153036","display_name":null,"funder_award_id":"18YJG28","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1689661145","display_name":null,"funder_award_id":"2018Z008","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G2076020173","display_name":null,"funder_award_id":"2018Z008","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G2907349382","display_name":null,"funder_award_id":"IPBED7","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2969213921","display_name":null,"funder_award_id":"18BTJ031","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G2997019656","display_name":null,"funder_award_id":"IPBED7","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G3385245990","display_name":null,"funder_award_id":"2019J01080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3515531809","display_name":null,"funder_award_id":"DMS-0907710","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G4063521588","display_name":"Statistical Inferences for Deterministic Dynamic Models Containing both Constant and Time-varying Parameters with Applications to Infectious Diseases","funder_award_id":"0907710","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G406738288","display_name":null,"funder_award_id":"1608209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4199111028","display_name":null,"funder_award_id":"2019H0017","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G4441876470","display_name":null,"funder_award_id":"18BTJ031","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4534723775","display_name":null,"funder_award_id":"18BTJ031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4847979566","display_name":null,"funder_award_id":"2018Z008","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5025515264","display_name":null,"funder_award_id":"2019J01080","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5034861584","display_name":null,"funder_award_id":"18YJG28","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G5079375510","display_name":null,"funder_award_id":"2018ZDXM-GY-036","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G5251623037","display_name":null,"funder_award_id":"IPBED7","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G5282261069","display_name":null,"funder_award_id":"2018ZDXM-GY-036","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5298839616","display_name":null,"funder_award_id":"2017J01090","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G5712813248","display_name":null,"funder_award_id":"18YJG28","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G5770545460","display_name":null,"funder_award_id":"2019H0017","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6075732689","display_name":null,"funder_award_id":"DMS-0907710","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6322641222","display_name":null,"funder_award_id":"1608209","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G6379654562","display_name":null,"funder_award_id":"DMS-0907710","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6622738245","display_name":null,"funder_award_id":"18014083027","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6720096232","display_name":null,"funder_award_id":"1608209","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6884434687","display_name":null,"funder_award_id":"18014083027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6935947174","display_name":null,"funder_award_id":"2019J01080","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G7025203225","display_name":null,"funder_award_id":"2017J01090","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7486547155","display_name":null,"funder_award_id":"18YJG28","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7933573302","display_name":null,"funder_award_id":"18BTJ031","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G8172776895","display_name":null,"funder_award_id":"2018ZDXM-GY-036","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G8234474989","display_name":null,"funder_award_id":"2019H0017","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G8306462322","display_name":null,"funder_award_id":"18014083027","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G8368990788","display_name":null,"funder_award_id":"2019H0017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8609664623","display_name":null,"funder_award_id":"DMS-0907710","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8767737570","display_name":null,"funder_award_id":"2018ZDXM-GY-036","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"},{"id":"https://openalex.org/G8956508352","display_name":null,"funder_award_id":"2018ZDXM-GY-036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8991205686","display_name":null,"funder_award_id":"2018Z008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G927292322","display_name":null,"funder_award_id":"18014083027","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G942785600","display_name":null,"funder_award_id":"IPBED7","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G956559311","display_name":null,"funder_award_id":"2019J01080","funder_id":"https://openalex.org/F4320322182","funder_display_name":"Huaqiao University"}],"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/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320322182","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605"},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3080306761.pdf","grobid_xml":"https://content.openalex.org/works/W3080306761.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1875626450","https://openalex.org/W1918916900","https://openalex.org/W2002841906","https://openalex.org/W2028348156","https://openalex.org/W2049952439","https://openalex.org/W2085987121","https://openalex.org/W2094973863","https://openalex.org/W2097498150","https://openalex.org/W2131739422","https://openalex.org/W2165700458","https://openalex.org/W2169012265","https://openalex.org/W2171051706","https://openalex.org/W2317582298","https://openalex.org/W2318143237","https://openalex.org/W2334760274","https://openalex.org/W2463449951","https://openalex.org/W2615673769","https://openalex.org/W2735348515","https://openalex.org/W2750425604","https://openalex.org/W2751650042","https://openalex.org/W2780843001","https://openalex.org/W2782738497","https://openalex.org/W2790213249","https://openalex.org/W2792236667","https://openalex.org/W2801457640","https://openalex.org/W2801865796","https://openalex.org/W2802779716","https://openalex.org/W2804089390","https://openalex.org/W2806337402","https://openalex.org/W2809923164","https://openalex.org/W2901295635","https://openalex.org/W2908012161","https://openalex.org/W2912985636","https://openalex.org/W2914182690","https://openalex.org/W2922095189","https://openalex.org/W2941769169","https://openalex.org/W2944777409","https://openalex.org/W2947812485","https://openalex.org/W2953618482","https://openalex.org/W2968935724","https://openalex.org/W2972449950","https://openalex.org/W2996027253","https://openalex.org/W3003419814","https://openalex.org/W3005124711"],"related_works":["https://openalex.org/W2356782563","https://openalex.org/W4281804586","https://openalex.org/W2391532150","https://openalex.org/W4387039673","https://openalex.org/W2364591668","https://openalex.org/W580752450","https://openalex.org/W4389247448","https://openalex.org/W2366219535","https://openalex.org/W2368758366","https://openalex.org/W2094260839"],"abstract_inverted_index":{"To":[0],"solve":[1],"the":[2,45,50,60,63,73,76,83,104,126,131,144,173,184],"problems":[3],"of":[4,62,66,75,110,175],"current":[5],"short-term":[6,64,135],"forecasting":[7,136],"methods":[8],"for":[9,26,138],"metro":[10,27,67,96,139,177],"passenger":[11,28,36,68,92,99,111,140,155],"flow,":[12],"such":[13],"as":[14,44,130],"unclear":[15],"influencing":[16],"factors,":[17],"low":[18,163],"accuracy,":[19],"and":[20,72,86,107,166,194],"high":[21,167],"time-space":[22],"complexity,":[23],"a":[24,53,95,116,134,162],"method":[25,160,186],"flow":[29,37,69,93,141,156],"based":[30,102,142],"on":[31,103,143,172],"ST-LightGBM":[32],"after":[33],"considering":[34],"transfer":[35,106,154],"is":[38,70,151],"proposed.":[39],"Firstly,":[40],"using":[41],"historical":[42],"data":[43,101],"training":[46],"set":[47],"to":[48,124],"transform":[49],"problem":[51,61,77],"into":[52,157],"data-driven":[54],"multi-input":[55],"single-output":[56],"regression":[57],"prediction":[58,65,189],"problem,":[59],"formalized":[71],"difficulties":[74],"are":[78],"identified.":[79],"Secondly,":[80],"we":[81,114],"extract":[82],"candidate":[84],"temporal":[85],"spatial":[87,105,108],"features":[88,129],"that":[89,183],"may":[90],"affect":[91],"at":[94],"station":[97,178],"from":[98],"travel":[100],"similarity":[109],"flow.":[112],"Thirdly,":[113],"use":[115],"maximal":[117],"information":[118],"coefficient":[119],"(MIC)":[120],"feature":[121],"selection":[122],"algorithm":[123],"select":[125],"significant":[127],"impact":[128],"input.":[132],"Finally,":[133],"model":[137,150],"light":[145],"gradient":[146],"boosting":[147],"machine":[148],"(LightGBM)":[149],"established.":[152],"Taking":[153],"account,":[158],"this":[159],"has":[161],"space-time":[164],"cost":[165],"accuracy.":[168],"The":[169],"experimental":[170],"results":[171],"dataset":[174],"Lianban":[176],"in":[179],"Xiamen":[180],"city":[181],"show":[182],"proposed":[185],"obtains":[187],"higher":[188],"accuracy":[190],"than":[191],"SARIMA,":[192],"SVR,":[193],"BP":[195],"network.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-25T08:39:21.599409","created_date":"2025-10-10T00:00:00"}
