{"id":"https://openalex.org/W2550291221","doi":"https://doi.org/10.1109/ijcnn.2016.7727773","title":"Multi-instance graphical transfer clustering for traffic data learning","display_name":"Multi-instance graphical transfer clustering for traffic data learning","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2550291221","doi":"https://doi.org/10.1109/ijcnn.2016.7727773","mag":"2550291221"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2016.7727773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/131163/4/Shan%20IJCNN-2016%20Camera%20Submit.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101912402","display_name":"Shan Xue","orcid":"https://orcid.org/0000-0002-9123-5133"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Shan Xue","raw_affiliation_strings":["Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia","School of Management, Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Management, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675577","display_name":"Jie L\u00fc","orcid":"https://orcid.org/0000-0003-0690-4732"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jie Lu","raw_affiliation_strings":["Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007475662","display_name":"Jia Wu","orcid":"https://orcid.org/0000-0002-1371-5801"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062192039","display_name":"Guangquan Zhang","orcid":"https://orcid.org/0000-0003-3960-0583"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guangquan Zhang","raw_affiliation_strings":["Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology (FEIT), University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101700809","display_name":"Li Xiong","orcid":"https://orcid.org/0009-0000-9993-2200"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xiong","raw_affiliation_strings":["School of Management, Shanghai University, China","School of management Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of management Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4416,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80140437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4390","last_page":"4395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9908000230789185,"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":0.7820514440536499},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7251349687576294},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6746090650558472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4689338505268097},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.44659820199012756},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.43327951431274414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7820514440536499},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7251349687576294},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6746090650558472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4689338505268097},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.44659820199012756},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.43327951431274414},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2016.7727773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/131163","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/131163","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/131163/4/Shan%20IJCNN-2016%20Camera%20Submit.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/131163","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/131163","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/131163/4/Shan%20IJCNN-2016%20Camera%20Submit.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2550291221.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1535599202","https://openalex.org/W1971039378","https://openalex.org/W1986614398","https://openalex.org/W1990579857","https://openalex.org/W1996303439","https://openalex.org/W2027287130","https://openalex.org/W2034445978","https://openalex.org/W2041580777","https://openalex.org/W2112837588","https://openalex.org/W2115733720","https://openalex.org/W2127536498","https://openalex.org/W2127608660","https://openalex.org/W2133288557","https://openalex.org/W2165698076","https://openalex.org/W2167308999","https://openalex.org/W2222844749","https://openalex.org/W2267378254","https://openalex.org/W6689149156","https://openalex.org/W6693796777"],"related_works":["https://openalex.org/W2109986081","https://openalex.org/W4297589944","https://openalex.org/W2417308975","https://openalex.org/W2964129930","https://openalex.org/W4368755698","https://openalex.org/W4285040766","https://openalex.org/W4388627352","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W3123837699"],"abstract_inverted_index":{"In":[0,49,102],"order":[1],"to":[2,9,23,59],"better":[3,65],"model":[4],"complex":[5],"real-world":[6],"data":[7,79],"and":[8,43,56,96,134],"develop":[10],"robust":[11],"features":[12,28,36],"that":[13,125],"capture":[14],"relevant":[15],"information,":[16],"we":[17,52,68,108],"usually":[18],"employ":[19],"unsupervised":[20,60],"feature":[21,82],"learning":[22,58],"learn":[24],"a":[25,64,70],"layer":[26],"of":[27,46,72,77,86,105,119],"representations":[29],"from":[30],"unlabeled":[31],"data.":[32,48],"However,":[33],"developing":[34],"domain-specific":[35],"for":[37],"each":[38],"task":[39],"is":[40],"expensive,":[41],"time-consuming":[42],"requires":[44],"expertise":[45],"the":[47,75,103,110,114],"this":[50,106],"paper,":[51,107],"introduce":[53],"multi-instance":[54,87,89,93,98],"clustering":[55,66,100,132],"graphical":[57,90,97],"transfer":[61,99],"learning.":[62],"For":[63],"efficient,":[67],"proposed":[69,111,127],"set":[71],"algorithms":[73,112,128],"on":[74,113],"application":[76],"traffic":[78],"learning,":[80],"instance":[81],"representation,":[83],"distance":[84],"calculation":[85],"clustering,":[88],"cluster":[91],"initialisation,":[92],"multi-cluster":[94],"update,":[95],"(GMITC).":[101],"end":[104],"examine":[109],"Eastwest":[115],"datasets":[116],"by":[117],"couples":[118],"baselines.":[120],"The":[121],"experiment":[122],"results":[123],"indicate":[124],"our":[126],"can":[129],"get":[130],"higher":[131,136],"accuracy":[133],"much":[135],"programming":[137],"speed.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
