{"id":"https://openalex.org/W2073665330","doi":"https://doi.org/10.1061/9780784413623.069","title":"Travel Mode Recognition Using RBF Neural Network","display_name":"Travel Mode Recognition Using RBF Neural Network","publication_year":2014,"publication_date":"2014-06-24","ids":{"openalex":"https://openalex.org/W2073665330","doi":"https://doi.org/10.1061/9780784413623.069","mag":"2073665330"},"language":"en","primary_location":{"id":"doi:10.1061/9780784413623.069","doi":"https://doi.org/10.1061/9780784413623.069","is_oa":false,"landing_page_url":"https://doi.org/10.1061/9780784413623.069","pdf_url":null,"source":{"id":"https://openalex.org/S4363605042","display_name":"COTA International Conference of Transportation Professionals (CICTP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CICTP 2014","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5100759346","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-2387-8030","observed_orcids":["https://orcid.org/0000-0002-2387-8030"]},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China. E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","institution_ids":["https://openalex.org/I7350606"]},{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","institution_ids":["https://openalex.org/I7350606"]},{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China. E-mail:","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102845908","display_name":"Zhongyi Zuo","orcid":"https://orcid.org/0000-0002-5229-0615","observed_orcids":["https://orcid.org/0000-0002-5229-0615"]},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Zuo","raw_affiliation_strings":["Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China. E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","institution_ids":["https://openalex.org/I7350606"]},{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China","institution_ids":["https://openalex.org/I7350606"]},{"raw_affiliation_string":"Professor, School of Traffic and Transportation Engineering, Dalian Jiaotong University, Dalian, Liaoning 116028 China. E-mail:","institution_ids":["https://openalex.org/I7350606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I7350606"],"apc_list":null,"apc_paid":null,"fwci":0.8791,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75008875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"711","last_page":"721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.8363999724388123,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.8363999724388123,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.03400000184774399,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.030799999833106995,"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/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.9610000252723694},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.6129999756813049},{"id":"https://openalex.org/keywords/f-score","display_name":"F-score","score":0.6919999718666077},{"id":"https://openalex.org/keywords/bp-neural-network-comparison","display_name":"BP neural network comparison","score":0.8539999723434448},{"id":"https://openalex.org/keywords/urban-mobility","display_name":"urban mobility","score":0.3799999952316284}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8561323881149292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925593614578247},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6246354579925537},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.5993633270263672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798730254173279},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5306521654129028},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5172732472419739},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48153167963027954},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4338081181049347},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/9780784413623.069","doi":"https://doi.org/10.1061/9780784413623.069","is_oa":false,"landing_page_url":"https://doi.org/10.1061/9780784413623.069","pdf_url":null,"source":{"id":"https://openalex.org/S4363605042","display_name":"COTA International Conference of Transportation Professionals (CICTP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CICTP 2014","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W172260869","https://openalex.org/W1581198862","https://openalex.org/W1985986451","https://openalex.org/W2020642377","https://openalex.org/W2027539176","https://openalex.org/W2028281056","https://openalex.org/W2099244771","https://openalex.org/W2112006425","https://openalex.org/W2113442785","https://openalex.org/W2160457130","https://openalex.org/W2313521387","https://openalex.org/W2320642349"],"related_works":["https://openalex.org/W3148502221","https://openalex.org/W3048524731","https://openalex.org/W2190809009","https://openalex.org/W1633543041","https://openalex.org/W2356131760","https://openalex.org/W2566442620","https://openalex.org/W3009421280","https://openalex.org/W2166995228","https://openalex.org/W2147309033","https://openalex.org/W2048551503"],"abstract_inverted_index":{"This":[0,79],"paper":[1],"focuses":[2],"on":[3,8],"travel":[4,20,32,48,66,85,90],"mode":[5,33,49,86],"recognition":[6,107,130],"based":[7],"Radial":[9],"Basis":[10],"Function":[11],"(RBF)":[12],"Neural":[13,74,80,98,112,118,125],"Networks":[14,99],"using":[15,51],"the":[16,29,38,44,52,60,72,106,123],"characters":[17,30],"extracted":[18,88],"from":[19,89],"trace":[21,91],"information":[22],"collected":[23],"by":[24,50,84],"smartphone.":[25],"First,":[26],"we":[27],"analyzed":[28],"of":[31,47,71,110],"to":[34,42,57,63],"find":[35],"out":[36],"what":[37],"key":[39],"parameters":[40],"are":[41,100],"divide":[43],"two":[45],"kinds":[46],"F-score":[53],"method":[54],"in":[55,93],"order":[56],"make":[58],"up":[59],"character":[61],"vectors":[62],"recognize":[64],"different":[65],"modes.":[67],"Eventually,":[68],"a":[69,128],"classifier":[70],"RBF-based":[73],"Network":[75,81,113,126],"can":[76],"be":[77],"established.":[78],"is":[82,114],"trained":[83],"samples":[87],"data":[92],"Dalian.":[94],"For":[95],"comparison,":[96],"BP":[97,117],"used.":[101],"The":[102],"result":[103],"shows":[104],"that":[105,122],"accuracy":[108],"rate":[109],"RBF":[111,124],"better":[115,129],"than":[116],"Network,":[119],"and":[120],"suggests":[121],"has":[127],"performance.":[131]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}