{"id":"https://openalex.org/W3047741057","doi":"https://doi.org/10.1109/tits.2020.3012387","title":"Uncertain-Driven Analytics of Sequence Data in IoCV Environments","display_name":"Uncertain-Driven Analytics of Sequence Data in IoCV Environments","publication_year":2020,"publication_date":"2020-08-06","ids":{"openalex":"https://openalex.org/W3047741057","doi":"https://doi.org/10.1109/tits.2020.3012387","mag":"3047741057"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3012387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3012387","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","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/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA","TW"],"is_corresponding":true,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Brandon University, Brandon, MB, Canada","College of Information and Electrical Engineering, Asia University, Taichung, Taiwan","Research Center for Interneural Computing, China Medical University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Brandon University, Brandon, MB, Canada","institution_ids":["https://openalex.org/I48890080"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Research Center for Interneural Computing, China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I184693016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jerry Chun-Wei Lin","raw_affiliation_strings":["Western Norway University of Applied Sciences, Bergen, Norway"],"affiliations":[{"raw_affiliation_string":"Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045461052","display_name":"Alireza Jolfaei","orcid":"https://orcid.org/0000-0001-7818-459X"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alireza Jolfaei","raw_affiliation_strings":["Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012566343","display_name":"Yuanfa Li","orcid":"https://orcid.org/0000-0001-9677-0752"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanfa Li","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057697626","display_name":"Youcef Djenouri","orcid":"https://orcid.org/0000-0003-0135-7450"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Youcef Djenouri","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041541232"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I184693016","https://openalex.org/I48890080"],"apc_list":null,"apc_paid":null,"fwci":6.3952,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9674925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"8","first_page":"5403","last_page":"5414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998000264167786,"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/T11106","display_name":"Data Management and Algorithms","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/pruning","display_name":"Pruning","score":0.7879082560539246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7128404378890991},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6393398642539978},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6299711465835571},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5820363759994507},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4838792085647583},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47973743081092834},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4599340260028839},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3764292597770691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3212886452674866}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7879082560539246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7128404378890991},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6393398642539978},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6299711465835571},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5820363759994507},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4838792085647583},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47973743081092834},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4599340260028839},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3764292597770691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3212886452674866},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2020.3012387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3012387","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3507557314","display_name":null,"funder_award_id":"RGPIN-2020-05363","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W80315153","https://openalex.org/W1484413656","https://openalex.org/W1578091863","https://openalex.org/W1842433003","https://openalex.org/W1968259950","https://openalex.org/W1968940768","https://openalex.org/W1979535605","https://openalex.org/W2036785686","https://openalex.org/W2044074944","https://openalex.org/W2052296830","https://openalex.org/W2059464296","https://openalex.org/W2110796598","https://openalex.org/W2116316066","https://openalex.org/W2125352627","https://openalex.org/W2143428105","https://openalex.org/W2144309138","https://openalex.org/W2151201497","https://openalex.org/W2161637667","https://openalex.org/W2163598528","https://openalex.org/W2227296972","https://openalex.org/W2229420030","https://openalex.org/W2294686723","https://openalex.org/W2347204429","https://openalex.org/W2398531956","https://openalex.org/W2507635762","https://openalex.org/W2513061279","https://openalex.org/W2532521045","https://openalex.org/W2613310014","https://openalex.org/W2738243119","https://openalex.org/W2802508687","https://openalex.org/W2803163798","https://openalex.org/W2911692934","https://openalex.org/W2997969521","https://openalex.org/W2999680604","https://openalex.org/W3003236177","https://openalex.org/W3102927519","https://openalex.org/W6628750762","https://openalex.org/W6659849045","https://openalex.org/W6684327724"],"related_works":["https://openalex.org/W1501776718","https://openalex.org/W657108774","https://openalex.org/W2615136228","https://openalex.org/W2373300491","https://openalex.org/W2390192952","https://openalex.org/W1212596013","https://openalex.org/W2378744544","https://openalex.org/W2373296418","https://openalex.org/W2594301978","https://openalex.org/W2379704676"],"abstract_inverted_index":{"As":[0],"the":[1,133,149,160],"increasing":[2],"availability":[3],"and":[4,55,91,102,115,131,146],"use":[5],"of":[6,14,18,23,32,38,68,148],"dynamic":[7],"mobile":[8],"communications,":[9],"information":[10,127],"from":[11],"an":[12,94],"Internet":[13,22],"Things":[15],"(IoT)":[16],"subset":[17],"devices,":[19],"known":[20],"as":[21,53,57],"Connected":[24],"Vehicles":[25],"(IoCV),":[26],"is":[27,77,88,129,156],"collected":[28],"with":[29,118],"a":[30,78,106],"level":[31],"uncertainty.":[33],"To":[34],"bridge":[35],"this":[36,62,72],"gap":[37],"data":[39],"analytics,":[40],"some":[41],"studies":[42],"take":[43],"two":[44,58,113],"factors":[45,104],"individually":[46],"to":[47,125,153,158],"mine":[48],"knowledge":[49,69,79,98],"or":[50],"information,":[51],"such":[52],"uncertainty":[54,103],"utility":[56,101],"exemplary":[59],"factors.":[60],"However,":[61],"approach":[63],"may":[64],"cause":[65],"actual":[66],"loss":[67],"integrity.":[70],"In":[71],"work,":[73],"our":[74],"first":[75],"result":[76],"called":[80],"High":[81],"Expected":[82],"Utility":[83],"Sequential":[84],"Patterns":[85],"(HEUSPs)":[86],"that":[87,128],"both":[89,144],"novel":[90],"also":[92],"provides":[93],"alternative":[95],"option":[96],"for":[97,136],"discovery":[99],"regarding":[100],"by":[105],"single":[107],"threshold":[108],"in":[109,163],"IoCV":[110],"environments.":[111],"Furthermore,":[112],"PUL-Chain":[114],"EUL-Chain":[116],"structures":[117],"six":[119],"pruning":[120],"methodologies":[121],"are":[122],"respectively":[123],"developed":[124],"maintain":[126],"necessary":[130],"reduce":[132],"search":[134],"space":[135],"improving":[137],"mining":[138],"performance.":[139],"Our":[140],"experimental":[141],"results":[142],"show":[143],"efficiency":[145],"strength":[147],"designed":[150],"algorithm":[151],"compared":[152],"HUS-Span":[154],"which":[155],"considered":[157],"be":[159],"current":[161],"standard":[162],"utility-oriented":[164],"sequential":[165],"pattern":[166],"mining.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}