{"id":"https://openalex.org/W4390284864","doi":"https://doi.org/10.1109/jiot.2023.3347665","title":"Low-Resource Scenario Classification Through Model Pruning Toward Refined Edge Intelligence","display_name":"Low-Resource Scenario Classification Through Model Pruning Toward Refined Edge Intelligence","publication_year":2023,"publication_date":"2023-12-27","ids":{"openalex":"https://openalex.org/W4390284864","doi":"https://doi.org/10.1109/jiot.2023.3347665"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3347665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3347665","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5013366772","display_name":"Xiaofeng Shan","orcid":"https://orcid.org/0000-0003-4052-6261"},"institutions":[{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofeng Shan","raw_affiliation_strings":["School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210166603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440059","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0002-2567-8761"},"institutions":[{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210166603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065002936","display_name":"Xinyun Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyun Yan","raw_affiliation_strings":["School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China","College of Computer and Information, Hohai University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210166603"]},{"raw_affiliation_string":"College of Computer and Information, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011019890","display_name":"Chishe Wang","orcid":"https://orcid.org/0000-0001-6536-0574"},"institutions":[{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chishe Wang","raw_affiliation_strings":["School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Network and Communication Engineering, Jinling Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210166603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040994348","display_name":"Xixi Zhang","orcid":"https://orcid.org/0000-0002-0944-2214"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xixi Zhang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087599025","display_name":"Hikmet Sari","orcid":"https://orcid.org/0000-0001-8114-6164"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hikmet Sari","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5013366772"],"corresponding_institution_ids":["https://openalex.org/I4210166603"],"apc_list":null,"apc_paid":null,"fwci":0.3497,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6764778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":"21","first_page":"34398","last_page":"34408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9786999821662903,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8352386951446533},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.8227828741073608},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6024647951126099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5921540260314941},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5608239769935608},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5490114092826843},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5014770030975342},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4785609543323517},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4732692241668701},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4478265047073364},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42768311500549316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3445873260498047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352386951446533},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.8227828741073608},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6024647951126099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5921540260314941},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5608239769935608},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5490114092826843},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5014770030975342},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4785609543323517},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4732692241668701},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4478265047073364},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42768311500549316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3445873260498047},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3347665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3347665","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1520811730","https://openalex.org/W2014933333","https://openalex.org/W2098369756","https://openalex.org/W2119144962","https://openalex.org/W2603407422","https://openalex.org/W2695165752","https://openalex.org/W2743685750","https://openalex.org/W2750958979","https://openalex.org/W2765756443","https://openalex.org/W2770382025","https://openalex.org/W2802508687","https://openalex.org/W2886124254","https://openalex.org/W2899205766","https://openalex.org/W2911471242","https://openalex.org/W2915476573","https://openalex.org/W2947832965","https://openalex.org/W2962851801","https://openalex.org/W2967532333","https://openalex.org/W2981096252","https://openalex.org/W2993809815","https://openalex.org/W2996508332","https://openalex.org/W3006541201","https://openalex.org/W3016146955","https://openalex.org/W3016325548","https://openalex.org/W3037865499","https://openalex.org/W3039804934","https://openalex.org/W3041280537","https://openalex.org/W3088383832","https://openalex.org/W3100000822","https://openalex.org/W3109196171","https://openalex.org/W3118245008","https://openalex.org/W3158925785","https://openalex.org/W3168997536","https://openalex.org/W3176231977","https://openalex.org/W3195911184","https://openalex.org/W3205971195","https://openalex.org/W4200316268","https://openalex.org/W4200384360","https://openalex.org/W4283697364","https://openalex.org/W4285065447","https://openalex.org/W4285258139","https://openalex.org/W4287887968","https://openalex.org/W4289821916","https://openalex.org/W4297775537","https://openalex.org/W4300468236","https://openalex.org/W4312744965","https://openalex.org/W4313165002","https://openalex.org/W4316660851","https://openalex.org/W4320005733","https://openalex.org/W4379382239","https://openalex.org/W4385975859","https://openalex.org/W4386495285","https://openalex.org/W4387448603","https://openalex.org/W4387623697","https://openalex.org/W4389370957","https://openalex.org/W4400762160","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4319161913","https://openalex.org/W4313463379"],"abstract_inverted_index":{"The":[0],"implementation":[1],"of":[2,46,105,126,142,159],"Scenario":[3,73],"Classification":[4,74],"(SC)":[5],"plays":[6],"a":[7,70,110,123,166],"pivotal":[8],"role":[9],"in":[10,16,40,48,96,169],"various":[11],"edge":[12,59,97],"intelligence":[13,98],"applications,":[14],"notably":[15],"fields":[17],"such":[18],"as":[19],"autonomous":[20],"driving,":[21],"navigation,":[22],"and":[23,89,109,129],"remote":[24],"sensing.":[25],"With":[26],"recent":[27],"advancements,":[28],"deep":[29],"learning":[30],"(DL)":[31],"techniques":[32],"have":[33,146],"substantially":[34,151],"improved":[35],"SC,":[36],"delivering":[37],"remarkable":[38],"results":[39],"classification":[41,170],"tasks.":[42],"However,":[43],"the":[44,103,138,143,153,160],"integration":[45],"DL":[47],"SC":[49],"brings":[50],"significant":[51],"computational":[52,87],"demands,":[53],"posing":[54],"challenges":[55],"for":[56],"deployment":[57],"on":[58,79],"devices":[60],"where":[61],"resources":[62],"are":[63],"constrained.":[64],"Addressing":[65],"this":[66],"issue,":[67],"we":[68],"propose":[69],"novel":[71],"Low-Resource":[72],"(LR-SC)":[75],"approach,":[76],"primarily":[77],"focused":[78],"model":[80],"pruning.":[81,139],"This":[82,119],"strategy":[83],"aims":[84],"to":[85,131,137,156],"reduce":[86],"power":[88],"storage":[90],"needs,":[91],"thus":[92],"optimizing":[93],"resource":[94],"utilization":[95],"applications.":[99],"Our":[100],"approach":[101],"involves":[102],"application":[104],"an":[106],"\u21132":[107],"regularization":[108],"threshold-based":[111],"pruning":[112,128],"method,":[113],"which":[114],"selectively":[115],"eliminates":[116],"non-essential":[117],"connections.":[118],"is":[120],"followed":[121],"by":[122],"systematic":[124],"process":[125],"alternating":[127],"fine-tuning":[130],"mitigate":[132],"any":[133],"performance":[134],"loss":[135],"due":[136],"Experimental":[140],"evaluations":[141],"LR-SC":[144],"method":[145],"shown":[147],"its":[148],"effectiveness;":[149],"it":[150],"lowers":[152],"parameter":[154],"count":[155],"merely":[157],"24%":[158],"original":[161],"model,":[162],"while":[163],"simultaneously":[164],"achieving":[165],"0.42%":[167],"increase":[168],"accuracy.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
