{"id":"https://openalex.org/W3083256489","doi":"https://doi.org/10.1145/3411818","title":"Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network","display_name":"Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network","publication_year":2020,"publication_date":"2020-09-04","ids":{"openalex":"https://openalex.org/W3083256489","doi":"https://doi.org/10.1145/3411818","mag":"3083256489"},"language":"en","primary_location":{"id":"doi:10.1145/3411818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411818","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","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/A5091362073","display_name":"Shengzhong Liu","orcid":"https://orcid.org/0000-0002-6338-852X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shengzhong Liu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005026261","display_name":"Shuochao Yao","orcid":"https://orcid.org/0000-0002-4070-6345"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuochao Yao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031457139","display_name":"Yifei Huang","orcid":"https://orcid.org/0000-0003-4700-7181"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yifei Huang","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053164555","display_name":"Dongxin Liu","orcid":"https://orcid.org/0000-0002-0956-5142"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongxin Liu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041685416","display_name":"Huajie Shao","orcid":"https://orcid.org/0000-0001-7627-5615"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huajie Shao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028772518","display_name":"Yiran Zhao","orcid":"https://orcid.org/0000-0001-7047-4146"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yiran Zhao","raw_affiliation_strings":["Pinterest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pinterest","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320437","display_name":"Jinyang Li","orcid":"https://orcid.org/0000-0003-3190-4021"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinyang Li","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101498813","display_name":"Tianshi Wang","orcid":"https://orcid.org/0000-0002-3085-1434"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianshi Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777475","display_name":"Ruijie Wang","orcid":"https://orcid.org/0000-0002-0581-6709"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruijie Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053431894","display_name":"Chaoqi Yang","orcid":"https://orcid.org/0000-0002-5017-6114"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chaoqi Yang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087114395","display_name":"Tarek Abdelzaher","orcid":"https://orcid.org/0000-0003-3883-7220"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek Abdelzaher","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5091362073"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.5986,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82936694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"4","issue":"3","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9987999796867371,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7565107941627502},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.625038743019104},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5818930268287659},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.57594233751297},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5509874820709229},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5317149758338928},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5173889398574829},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4440738260746002},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4134010672569275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40427064895629883},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4030020833015442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37067824602127075},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36103975772857666},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3517643213272095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2943482995033264},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14612838625907898},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12356895208358765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565107941627502},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.625038743019104},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5818930268287659},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.57594233751297},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5509874820709229},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5317149758338928},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5173889398574829},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4440738260746002},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4134010672569275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40427064895629883},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4030020833015442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37067824602127075},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36103975772857666},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3517643213272095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2943482995033264},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14612838625907898},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12356895208358765},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411818","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2465974559","display_name":null,"funder_award_id":"W911NF-17-20196","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G6626530384","display_name":null,"funder_award_id":"HDTRA118-1-0026","funder_id":"https://openalex.org/F4320332186","funder_display_name":"Defense Threat Reduction Agency"},{"id":"https://openalex.org/G8851674072","display_name":null,"funder_award_id":"W911NF-17-C-0099","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332186","display_name":"Defense Threat Reduction Agency","ror":"https://ror.org/04tz64554"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1915485278","https://openalex.org/W1925417509","https://openalex.org/W1939443437","https://openalex.org/W2025768430","https://openalex.org/W2060472216","https://openalex.org/W2085097378","https://openalex.org/W2098043650","https://openalex.org/W2102837462","https://openalex.org/W2119112357","https://openalex.org/W2122538988","https://openalex.org/W2128544257","https://openalex.org/W2132467458","https://openalex.org/W2140463114","https://openalex.org/W2143186228","https://openalex.org/W2147429456","https://openalex.org/W2151669316","https://openalex.org/W2157091296","https://openalex.org/W2340025709","https://openalex.org/W2515117566","https://openalex.org/W2553915786","https://openalex.org/W2738654846","https://openalex.org/W2754342515","https://openalex.org/W2766642606","https://openalex.org/W2766904551","https://openalex.org/W2770913396","https://openalex.org/W2783920628","https://openalex.org/W2787801451","https://openalex.org/W2790895699","https://openalex.org/W2804686008","https://openalex.org/W2808247398","https://openalex.org/W2889744664","https://openalex.org/W2890264806","https://openalex.org/W2891048219","https://openalex.org/W2914612723","https://openalex.org/W2914852666","https://openalex.org/W2915893085","https://openalex.org/W2918488306","https://openalex.org/W2951845198","https://openalex.org/W2952254971","https://openalex.org/W2953033606","https://openalex.org/W2963174698","https://openalex.org/W2982380207","https://openalex.org/W2985331920","https://openalex.org/W3099701504","https://openalex.org/W3104581290","https://openalex.org/W3114473259","https://openalex.org/W3143596294","https://openalex.org/W4289305285","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W1774772174","https://openalex.org/W2970121907","https://openalex.org/W2519373338","https://openalex.org/W2900070427","https://openalex.org/W1987495155","https://openalex.org/W4296604514","https://openalex.org/W2969492448","https://openalex.org/W1543783347","https://openalex.org/W2067266657","https://openalex.org/W2091355011"],"abstract_inverted_index":{"Reliable":[0],"data":[1,23,42],"collection,":[2],"transmission,":[3],"and":[4,37,214,237],"delivery":[5,24],"on":[6,75,124,144,154,242],"Internet":[7],"of":[8,47,85,223,276,284,291],"Things":[9],"(IoT)":[10],"systems":[11],"is":[12,174,257,302],"crucial":[13],"in":[14,147,288],"order":[15],"to":[16,63,89,179,182,185,206,259,267,281,286],"provide":[17],"high-quality":[18],"intelligent":[19],"services.":[20],"However,":[21],"sensor":[22,33,57,78,92],"can":[25,61],"be":[26,50,183],"interrupted":[27],"for":[28,252],"various":[29],"reasons,":[30],"such":[31],"as":[32,272,274],"malfunction,":[34],"network":[35,87,141],"failures,":[36],"external":[38],"attacks.":[39],"Thus,":[40],"only":[41,160,265],"from":[43,176],"a":[44,96,125,131,155,197,282],"partial":[45],"set":[46],"sensors":[48,109,121,165,178,181,213,277,306],"may":[49],"available.":[51],"We":[52,129,152,217],"call":[53],"it":[54],"the":[55,76,83,90,102,112,220,224,253,289,296],"missing":[56,91,108,171,180,215],"problem.":[58],"This":[59,80],"problem":[60,93],"lead":[62],"severe":[64],"performance":[65,222],"degradation":[66],"at":[67,190],"inference":[68],"time":[69],"by":[70,94,201],"neural-network-based":[71],"recognition":[72,235],"models":[73,88],"trained":[74],"complete":[77],"set.":[79],"paper":[81],"enhances":[82],"robustness":[84],"neural":[86,133,149],"introducing":[95],"novel":[97,132],"feature":[98],"reconstruction":[99,221],"module,":[100,105],"named":[101],"graph":[103,148,225],"recovery":[104,226],"that":[106,137],"handles":[107],"directly":[110],"inside":[111],"network.":[113,128],"Specifically,":[114],"we":[115,195],"consider":[116],"topology-aware":[117],"IoT":[118,231],"applications,":[119],"where":[120,159],"are":[122,166,250,278,307],"placed":[123],"physically":[126,163],"interconnected":[127],"design":[130,256],"message":[134,192],"passing":[135,193],"mechanism":[136,199],"logically":[138],"mimics":[139],"physical":[140],"topology,":[142],"based":[143],"recent":[145],"advances":[146],"networks":[150,249],"(GNNs).":[151],"rely":[153],"spatial":[156],"locality":[157],"assumption,":[158],"correlations":[161],"between":[162,211],"connected":[164],"explicitly":[167],"explored.":[168],"When":[169],"encountering":[170],"sensors,":[172],"information":[173,209],"passed":[175],"available":[177,212],"used":[184],"reconstruct":[186],"their":[187],"features.":[188],"Moreover,":[189],"each":[191],"step,":[194],"utilize":[196],"gating":[198],"inspired":[200],"Gated":[202],"Recurrent":[203],"Units":[204],"(GRUs)":[205],"automatically":[207],"control":[208],"flow":[210],"sensors.":[216],"empirically":[218],"evaluate":[219],"module":[227],"with":[228],"two":[229],"representative":[230],"applications;":[232],"human":[233],"activity":[234],"(HAR)":[236],"electroencephalogram":[238],"(EEG)-based":[239],"motor-imagery":[240],"classification,":[241],"three":[243],"public":[244],"datasets.":[245],"Two":[246],"different":[247],"backbone":[248],"utilized":[251],"tasks.":[254],"Our":[255],"shown":[258],"effectively":[260],"maintain":[261],"model":[262],"performance,":[263],"suffering":[264],"7%":[266],"18%":[268],"accuracy":[269,290,300],"loss":[270],"when":[271,304],"much":[273],"90%":[275],"removed,":[279],"compared":[280],"drop":[283],"15%":[285],"47%":[287],"competing":[292],"state-of-the-art":[293],"algorithms":[294],"under":[295],"same":[297],"conditions.":[298],"The":[299],"gap":[301],"largest":[303],"more":[305],"missing.":[308]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
