{"id":"https://openalex.org/W4392980762","doi":"https://doi.org/10.1109/icaiic60209.2024.10463503","title":"Data Aided Sensing with Variational Autoencoder","display_name":"Data Aided Sensing with Variational Autoencoder","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392980762","doi":"https://doi.org/10.1109/icaiic60209.2024.10463503"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Data_Aided_Sensing_with_Variational_Autoencoder/25697436","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100778584","display_name":"Muhammad Awais","orcid":"https://orcid.org/0000-0003-3791-4140"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Muhammad Awais","raw_affiliation_strings":["Kyung Hee University,Department of Electronics and Information Convergence Engineering,Yongin,Korea,17104"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Department of Electronics and Information Convergence Engineering,Yongin,Korea,17104","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022303970","display_name":"Jinho Choi","orcid":"https://orcid.org/0000-0002-4895-6680"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinho Choi","raw_affiliation_strings":["School of Information Technology, Deakin University,Melbourne,Australia","School of Information Technology, Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University,Melbourne,Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027907258","display_name":"Jihong Park","orcid":"https://orcid.org/0000-0001-7623-6552"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jihong Park","raw_affiliation_strings":["School of Information Technology, Deakin University,Melbourne,Australia","School of Information Technology, Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University,Melbourne,Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100707761","display_name":"Yun Hee Kim","orcid":"https://orcid.org/0000-0003-1013-7046"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yun Hee Kim","raw_affiliation_strings":["Kyung Hee University,Department of Electronics and Information Convergence Engineering,Yongin,Korea,17104"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Department of Electronics and Information Convergence Engineering,Yongin,Korea,17104","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100778584"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":1.0325,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78892704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7103999853134155,"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/T10320","display_name":"Neural Networks and Applications","score":0.7103999853134155,"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/autoencoder","display_name":"Autoencoder","score":0.9305465221405029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6038748025894165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43931272625923157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32190555334091187},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.186214417219162}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9305465221405029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6038748025894165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43931272625923157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32190555334091187},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.186214417219162}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/25697436","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Data_Aided_Sensing_with_Variational_Autoencoder/25697436","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/25697436","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Data_Aided_Sensing_with_Variational_Autoencoder/25697436","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3090955194","display_name":null,"funder_award_id":"2021R1A2C1005869","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W2800775479","https://openalex.org/W2940773477","https://openalex.org/W2948978827","https://openalex.org/W2993398894","https://openalex.org/W3109419789","https://openalex.org/W3134818623","https://openalex.org/W3188554269","https://openalex.org/W3192880923","https://openalex.org/W4212863985","https://openalex.org/W6640963894","https://openalex.org/W6744627333"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W4220775285","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"this":[1,33],"paper,":[2],"we":[3,35],"propose":[4],"an":[5],"intelligent":[6],"data-aided":[7],"sensing":[8],"method":[9],"exploiting":[10],"variational":[11],"auto-encoder":[12],"(VAE)":[13],"for":[14,59],"wireless":[15],"sensor":[16],"networks.":[17],"A":[18],"set":[19],"of":[20,22,50],"measurements":[21,77],"all":[23,76],"sensors":[24],"is":[25],"analyzed":[26],"to":[27,42],"identify":[28],"the":[29,44,51,56,66],"underlying":[30],"cause.":[31],"For":[32],"purpose,":[34],"employ":[36],"<tex":[37],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[38],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\beta$</tex>":[39],"-":[40],"VAE":[41],"find":[43],"cause":[45,58],"with":[46],"a":[47],"partial":[48],"observation":[49],"measurement":[52],"vector":[53],"and":[54],"utilize":[55],"inferred":[57],"communication":[60],"efficient":[61],"data":[62],"collection":[63],"in":[64],"uploading":[65],"data.":[67],"The":[68],"resulting":[69],"approach":[70],"can":[71],"be":[72,79],"used":[73],"when":[74],"collecting":[75],"would":[78],"expensive,":[80],"or":[81],"excessively":[82],"time":[83],"consuming.":[84]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}