{"id":"https://openalex.org/W4286572158","doi":"https://doi.org/10.1109/hpsr54439.2022.9831253","title":"Incremental Learning Assisted Dynamic Driver Identification: A New Perspective","display_name":"Incremental Learning Assisted Dynamic Driver Identification: A New Perspective","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4286572158","doi":"https://doi.org/10.1109/hpsr54439.2022.9831253"},"language":"en","primary_location":{"id":"doi:10.1109/hpsr54439.2022.9831253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpsr54439.2022.9831253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101526773","display_name":"Wei Guo","orcid":"https://orcid.org/0000-0002-9320-2001"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Guo","raw_affiliation_strings":["Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063443543","display_name":"Junman Qin","orcid":"https://orcid.org/0000-0003-1436-4991"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junman Qin","raw_affiliation_strings":["Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063504839","display_name":"Yijie Xun","orcid":"https://orcid.org/0000-0002-5540-2651"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Xun","raw_affiliation_strings":["Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Cybersecurity,Xi'an,China,710072","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07633732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"265","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9995999932289124,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7683346271514893},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7399502992630005},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.6998335123062134},{"id":"https://openalex.org/keywords/identification-scheme","display_name":"Identification scheme","score":0.5913695096969604},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.588281512260437},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5610088109970093},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5588746666908264},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4615360200405121},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4170783460140228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41667866706848145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39755645394325256},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33853375911712646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683346271514893},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7399502992630005},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.6998335123062134},{"id":"https://openalex.org/C2778922385","wikidata":"https://www.wikidata.org/wiki/Q3475620","display_name":"Identification scheme","level":3,"score":0.5913695096969604},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.588281512260437},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5610088109970093},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5588746666908264},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4615360200405121},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4170783460140228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41667866706848145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39755645394325256},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33853375911712646},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpsr54439.2022.9831253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpsr54439.2022.9831253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1571190246","https://openalex.org/W1972441921","https://openalex.org/W2169060624","https://openalex.org/W2286343943","https://openalex.org/W2560647685","https://openalex.org/W2574464738","https://openalex.org/W2757457009","https://openalex.org/W2792440251","https://openalex.org/W2920054549","https://openalex.org/W2979997028","https://openalex.org/W3005620403","https://openalex.org/W3035342403","https://openalex.org/W3048941751","https://openalex.org/W3107810305","https://openalex.org/W3110077713","https://openalex.org/W3167881445","https://openalex.org/W3174917907","https://openalex.org/W3180392831","https://openalex.org/W3182782565","https://openalex.org/W3186627510","https://openalex.org/W3188655174","https://openalex.org/W3209703378"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"With":[0,180],"the":[1,33,67,88,100,104,112,116,131,138,150,173,181,189,203,209],"popularity":[2],"of":[3,35,85,90,95,140,183],"intelligent":[4],"and":[5,24,29,50,159,218],"connected":[6],"vehicles,":[7],"driver":[8,12,36,91,123,145,151],"identification":[9,37,73,101,124,190,211],"based":[10,126],"on":[11,127],"behaviors,":[13],"which":[14,70,134,198,224],"has":[15],"great":[16],"significance":[17],"in":[18,76,103,165,185],"driving":[19],"safety,":[20],"vehicle":[21],"alarm":[22],"system":[23],"other":[25],"situations,":[26],"attracts":[27],"more":[28,30,74],"attention.":[31],"However,":[32],"implementation":[34],"also":[38],"faces":[39],"some":[40],"problems,":[41,58],"such":[42],"as":[43],"insufficient":[44],"computing":[45,63,68],"power,":[46],"slow":[47],"transmission":[48],"rate":[49],"so":[51],"on.":[52],"In":[53],"order":[54],"to":[55,65,99,111],"solve":[56],"these":[57],"people":[59],"use":[60],"mobile":[61],"edge":[62,166],"technology":[64],"transfer":[66],"process,":[69],"makes":[71],"drive":[72],"feasible":[75],"practical":[77,228],"scenarios.":[78,229],"Many":[79],"researchers":[80],"have":[81],"done":[82],"a":[83,121],"lot":[84],"works":[86,117],"for":[87,130,221,227],"accuracy":[89,191],"identification.":[92],"Nonetheless,":[93],"few":[94],"them":[96],"pay":[97],"attention":[98],"efficiency":[102,139],"scenarios":[105],"where":[106],"drivers":[107,184],"are":[108],"constantly":[109],"added":[110],"model.":[113],"Different":[114],"from":[115,155],"before,":[118],"we":[119],"propose":[120],"new":[122,144],"scheme":[125,175,201,214],"incremental":[128,162],"learning":[129,163],"first":[132],"time,":[133],"can":[135,176],"greatly":[136],"improve":[137],"model":[141,164,186,222],"retraining":[142],"when":[143],"is":[146,225],"added.":[147],"We":[148],"extract":[149],"behavior":[152],"characteristics":[153],"data":[154],"two":[156],"physical":[157],"vehicles":[158],"train":[160],"an":[161],"server.":[167],"The":[168],"experimental":[169],"results":[170],"show":[171],"that":[172],"our":[174,200,213],"accurately":[177],"identify":[178],"drivers.":[179],"number":[182],"increasing,":[187],"although":[188],"slowly":[192],"decreases,":[193],"it":[194],"remains":[195],"above":[196],"93%,":[197],"means":[199],"against":[202],"catastrophic":[204],"forgetting":[205],"well.":[206],"Comparing":[207],"with":[208],"existing":[210],"schemes,":[212],"requires":[215],"less":[216],"time":[217],"memory":[219],"resources":[220],"retraining,":[223],"suitable":[226]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
