{"id":"https://openalex.org/W2885047129","doi":"https://doi.org/10.3390/ijgi7080317","title":"Method Based on Floating Car Data and Gradient-Boosted Decision Tree Classification for the Detection of Auxiliary Through Lanes at Intersections","display_name":"Method Based on Floating Car Data and Gradient-Boosted Decision Tree Classification for the Detection of Auxiliary Through Lanes at Intersections","publication_year":2018,"publication_date":"2018-08-05","ids":{"openalex":"https://openalex.org/W2885047129","doi":"https://doi.org/10.3390/ijgi7080317","mag":"2885047129"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi7080317","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7080317","pdf_url":"https://www.mdpi.com/2220-9964/7/8/317/pdf?version=1533434287","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/7/8/317/pdf?version=1533434287","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101857464","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0002-6371-9181"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, NASG, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]},{"raw_affiliation_string":"Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, NASG, Nanchang 330013, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048521798","display_name":"Yuzhen Wu","orcid":"https://orcid.org/0000-0002-2027-766X"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuzhen Wu","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087634899","display_name":"Yongbin Tan","orcid":"https://orcid.org/0000-0002-8888-9347"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbin Tan","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, NASG, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]},{"raw_affiliation_string":"Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, NASG, Nanchang 330013, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078198855","display_name":"Penggen Cheng","orcid":"https://orcid.org/0000-0003-3780-0581"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Penggen Cheng","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013863229","display_name":"Jing Wu","orcid":"https://orcid.org/0000-0001-5123-9861"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wu","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044204131","display_name":"Yuqian Wang","orcid":"https://orcid.org/0000-0003-4122-066X"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqian Wang","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048521798","https://openalex.org/A5078198855"],"corresponding_institution_ids":["https://openalex.org/I4210119674"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.2493,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57360142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"7","issue":"8","first_page":"317","last_page":"317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13282","display_name":"Automated Road and Building Extraction","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9988999962806702,"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/T11106","display_name":"Data Management and Algorithms","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7186489105224609},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6655744314193726},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6097960472106934},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5830647349357605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45716726779937744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43786928057670593},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4214509129524231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37964361906051636},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.13752543926239014},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09722667932510376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7186489105224609},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6655744314193726},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6097960472106934},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5830647349357605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45716726779937744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43786928057670593},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4214509129524231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37964361906051636},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.13752543926239014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09722667932510376},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi7080317","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7080317","pdf_url":"https://www.mdpi.com/2220-9964/7/8/317/pdf?version=1533434287","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:393074415ecb4387896be4507c4c82ea","is_oa":true,"landing_page_url":"https://doaj.org/article/393074415ecb4387896be4507c4c82ea","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 7, Iss 8, p 317 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/7/8/317/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi7080317","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":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi7080317","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7080317","pdf_url":"https://www.mdpi.com/2220-9964/7/8/317/pdf?version=1533434287","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324116","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2885047129.pdf","grobid_xml":"https://content.openalex.org/works/W2885047129.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W578585133","https://openalex.org/W1678356000","https://openalex.org/W1965828074","https://openalex.org/W1974185148","https://openalex.org/W1981960581","https://openalex.org/W1983262728","https://openalex.org/W2004989615","https://openalex.org/W2027945924","https://openalex.org/W2033943689","https://openalex.org/W2036569611","https://openalex.org/W2056269586","https://openalex.org/W2065387616","https://openalex.org/W2134089414","https://openalex.org/W2161160262","https://openalex.org/W2295598076","https://openalex.org/W2357858146","https://openalex.org/W2362910275","https://openalex.org/W2383275803","https://openalex.org/W2389864641","https://openalex.org/W2393301746","https://openalex.org/W2506465083","https://openalex.org/W2587967586","https://openalex.org/W2597121862","https://openalex.org/W2749099292","https://openalex.org/W2768723587","https://openalex.org/W3003944375","https://openalex.org/W3102476541","https://openalex.org/W6646283514"],"related_works":["https://openalex.org/W2348909947","https://openalex.org/W4292672442","https://openalex.org/W2362101859","https://openalex.org/W2941610985","https://openalex.org/W2791431590","https://openalex.org/W1978900583","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":{"The":[0,161],"rapid":[1],"detection":[2,25,50],"of":[3,16,51,73,76,110,118,120,140,158],"information":[4,187],"on":[5,43],"continuously":[6],"changing":[7],"intersection":[8,147,159],"auxiliary":[9,52,142,184],"through":[10,53,96,143,185],"lane":[11,23,54,144,186],"is":[12,84,112,124,148,192],"a":[13,39,88,104,168],"major":[14],"task":[15],"lane-level":[17],"navigation":[18],"data":[19,46,95,166],"updates.":[20],"However,":[21],"existing":[22],"number":[24,109,117,157],"methods":[26],"possess":[27],"long":[28],"update":[29],"cycles":[30],"and":[31,68,131,191],"high":[32],"computational":[33],"costs.":[34],"Therefore,":[35],"this":[36,179],"study":[37],"proposes":[38],"novel":[40],"method":[41,162,180],"based":[42],"floating":[44],"car":[45],"(FCD)":[47],"for":[48,107,167],"the":[49,69,74,82,108,115,121,128,132,138,146,153,156,189],"changes":[55],"at":[56,145],"road":[57,122,169],"intersections.":[58],"First,":[59],"roads":[60],"near":[61],"intersections":[62],"are":[63,79],"divided":[64],"into":[65],"three":[66],"sections":[67],"spatial":[70],"distribution":[71],"characteristics":[72],"FCD":[75,83,90,190],"each":[77],"section":[78,123],"analyzed.":[80],"Second,":[81],"preprocessed":[85],"to":[86,194],"obtain":[87,183],"standardized":[89],"dataset":[91],"by":[92,126],"removing":[93],"redundant":[94],"an":[97,141],"improved":[98],"amplitude-limiting":[99],"average":[100],"filtering":[101],"method.":[102],"Third,":[103],"basic":[105,129],"classifier":[106,130],"lanes":[111,119],"constructed.":[113],"Fourth,":[114],"final":[116],"determined":[125,149],"combining":[127],"gradient-boosted":[133],"decision":[134],"tree":[135],"model.":[136],"Finally,":[137],"presence":[139],"in":[150,155,170],"accordance":[151],"with":[152],"change":[154],"lanes.":[160],"was":[163],"tested":[164],"using":[165],"Wuchang":[171],"District,":[172],"Wuhan":[173],"City.":[174],"Experimental":[175],"results":[176],"show":[177],"that":[178],"can":[181],"rapidly":[182],"from":[188],"superior":[193],"other":[195],"classification":[196],"methods.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}