{"id":"https://openalex.org/W4413755595","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130290","title":"Distributed Classification with Dynamic Communication for Air Quality Sensing","display_name":"Distributed Classification with Dynamic Communication for Air Quality Sensing","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4413755595","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130290"},"language":"en","primary_location":{"id":"doi:10.1109/isvlsi65124.2025.11130290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-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/A5008415489","display_name":"Andrew Nash","orcid":"https://orcid.org/0000-0003-4925-7627"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Andrew Nash","raw_affiliation_strings":["University College Cork,School of Computer Science and IT,Cork,Ireland"],"affiliations":[{"raw_affiliation_string":"University College Cork,School of Computer Science and IT,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052490102","display_name":"Dirk Pesch","orcid":"https://orcid.org/0000-0001-9706-5705"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Dirk Pesch","raw_affiliation_strings":["University College Cork,School of Computer Science and IT,Cork,Ireland"],"affiliations":[{"raw_affiliation_string":"University College Cork,School of Computer Science and IT,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002833632","display_name":"Krishnendu Guha","orcid":"https://orcid.org/0000-0003-1139-9582"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Krishnendu Guha","raw_affiliation_strings":["University College Cork,School of Computer Science and IT,Cork,Ireland"],"affiliations":[{"raw_affiliation_string":"University College Cork,School of Computer Science and IT,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008415489"],"corresponding_institution_ids":["https://openalex.org/I27577105"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19891361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.6939225792884827},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49948668479919434},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3682486116886139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32838618755340576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6939225792884827},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49948668479919434},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3682486116886139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32838618755340576},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isvlsi65124.2025.11130290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:cora.ucc.ie:10468/18268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ISVLSI65124.2025.11130290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2804955164","https://openalex.org/W2896180420","https://openalex.org/W3029065915","https://openalex.org/W3035098634","https://openalex.org/W3039573164","https://openalex.org/W3162521785","https://openalex.org/W3170778421","https://openalex.org/W3197326271","https://openalex.org/W4210493845","https://openalex.org/W4293218370","https://openalex.org/W4386412321","https://openalex.org/W4400016715","https://openalex.org/W4400874503"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"A":[0],"body":[1],"of":[2,15,120],"work":[3],"has":[4],"focused":[5],"on":[6,21,113],"distributed":[7,37,88,99],"task":[8],"classification":[9,106,140],"in":[10,17,86,125,165],"sensor":[11,122],"networks.":[12],"The":[13],"majority":[14],"works":[16],"this":[18],"domain":[19],"focus":[20],"either":[22],"decision":[23],"fusion,":[24],"edge/fog":[25],"computing":[26,32,91],"(or":[27],"equivalently,":[28],"data":[29],"fusion),":[30],"split":[31,90],"(feature":[33],"fusion)":[34],"or":[35,89],"fully":[36],"agents.":[38],"These":[39],"methodologies,":[40],"combined":[41],"with":[42,105],"machine":[43],"learning":[44],"classifiers,":[45],"are":[46],"being":[47],"applied":[48],"to":[49,82,84,148],"problems":[50],"such":[51],"as":[52,81],"UAV":[53],"and":[54,59,67,139,175,184],"robot":[55],"guidance,":[56],"smart":[57,60],"cities":[58],"grids":[61],"[1].":[62],"In":[63,146],"contrast,":[64],"we":[65],"propose":[66],"define":[68],"a":[69,87,95,114,126],"novel":[70],"hybrid":[71],"strategy":[72,97,152],"that":[73,118,132],"makes":[74],"greedy":[75],"local":[76],"decisions":[77],"at":[78,157],"end":[79],"devices":[80],"whether":[83],"operate":[85],"context.":[92],"We":[93,108,163],"devise":[94],"communication":[96,103,137],"for":[98,181],"classification,":[100],"which":[101,170],"balances":[102,136],"efficiency":[104],"accuracy.":[107],"demonstrate":[109],"our":[110,133,150,171],"proposed":[111,134,151],"methodology":[112],"real-world":[115],"IoT":[116],"dataset":[117],"consists":[119],"air-quality":[121],"readings":[123],"taken":[124],"home":[127],"environment.":[128],"Experimental":[129],"results":[130],"depict":[131],"approach":[135],"cost":[138,159],"accuracy":[141,156],"between":[142],"known":[143],"optimal":[144],"values.":[145],"addition":[147],"this,":[149],"can":[153],"achieve":[154],"high":[155],"lower":[158],"than":[160],"traditional":[161],"methods.":[162],"explore":[164],"detail":[166],"the":[167],"conditions":[168],"under":[169],"model":[172],"performs":[173],"well,":[174],"determine":[176],"some":[177],"potentially":[178],"promising":[179],"avenues":[180],"future":[182],"extension":[183],"development.":[185]},"counts_by_year":[],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
