{"id":"https://openalex.org/W2964266100","doi":"https://doi.org/10.1109/access.2019.2929550","title":"ANN-Based Outlier Detection for Wireless Sensor Networks in Smart Buildings","display_name":"ANN-Based Outlier Detection for Wireless Sensor Networks in Smart Buildings","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2964266100","doi":"https://doi.org/10.1109/access.2019.2929550","mag":"2964266100"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2929550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929550","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765555.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765555.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066576755","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-1306-5586"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi\u2019an, China","Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101650556","display_name":"Ke Yang","orcid":"https://orcid.org/0009-0002-8756-7693"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Yang","raw_affiliation_strings":["Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051363614","display_name":"Shaoyi Li","orcid":"https://orcid.org/0000-0001-6861-1391"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaoyi Li","raw_affiliation_strings":["Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi\u2019an, China","Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Aeronautics and Astronautics, Northwestern Polytechnic University, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016498524","display_name":"Dishan Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dishan Jing","raw_affiliation_strings":["Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030264455","display_name":"Hai\u2010Bao Chen","orcid":"https://orcid.org/0000-0001-7046-3455"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Bao Chen","raw_affiliation_strings":["Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Micro/Nano-electronics, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066576755"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4002,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86296699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"95987","last_page":"95997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/outlier","display_name":"Outlier","score":0.8320357799530029},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8280887007713318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7533848285675049},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7492164373397827},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6802817583084106},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5667101740837097},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5290310382843018},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47939181327819824},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44179368019104004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39733970165252686},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36895087361335754},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20621731877326965},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1918337345123291}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8320357799530029},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8280887007713318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7533848285675049},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7492164373397827},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6802817583084106},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5667101740837097},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5290310382843018},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47939181327819824},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44179368019104004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39733970165252686},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36895087361335754},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20621731877326965},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1918337345123291}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2929550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929550","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765555.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:43a2acb34f4d41bfad3047a6eee6b635","is_oa":true,"landing_page_url":"https://doaj.org/article/43a2acb34f4d41bfad3047a6eee6b635","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 95987-95997 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2929550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929550","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765555.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G7717514081","display_name":null,"funder_award_id":"61703337","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8087819952","display_name":null,"funder_award_id":"SAST2017-082","funder_id":"https://openalex.org/F4320311020","funder_display_name":"Shanghai Academy of Spaceflight Technology"}],"funders":[{"id":"https://openalex.org/F4320311020","display_name":"Shanghai Academy of Spaceflight Technology","ror":"https://ror.org/01z8tr155"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964266100.pdf","grobid_xml":"https://content.openalex.org/works/W2964266100.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1927979828","https://openalex.org/W1982511648","https://openalex.org/W1998442441","https://openalex.org/W2007039620","https://openalex.org/W2014085918","https://openalex.org/W2015436772","https://openalex.org/W2026493302","https://openalex.org/W2052891174","https://openalex.org/W2054555781","https://openalex.org/W2069304223","https://openalex.org/W2075491568","https://openalex.org/W2076901266","https://openalex.org/W2084729822","https://openalex.org/W2112476334","https://openalex.org/W2114534220","https://openalex.org/W2127543052","https://openalex.org/W2128250175","https://openalex.org/W2135053460","https://openalex.org/W2137130182","https://openalex.org/W2137486085","https://openalex.org/W2148922257","https://openalex.org/W2150039965","https://openalex.org/W2154730439","https://openalex.org/W2170239483","https://openalex.org/W6676983386"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2294335174","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1],"network":[2,77],"(WSN)":[3],"is":[4,45],"an":[5,49,68],"emerging":[6],"technology":[7],"with":[8,124],"a":[9,111],"wide":[10],"range":[11],"of":[12,61,115,145],"potential":[13,35],"applications":[14,60],"in":[15,24,57,93,100,121,142],"smart":[16],"buildings.":[17],"The":[18,97],"measuring":[19],"process":[20],"by":[21,41,90],"using":[22,74],"WSNs":[23,94],"the":[25,38,42,58,86,91,105,116,125,143],"actual":[26],"environment":[27],"always":[28],"introduces":[29],"noise,":[30],"errors,":[31],"accidents,":[32],"and":[33,55,71,118,139],"other":[34],"outliers":[36],"to":[37,47,83],"data":[39],"collected":[40],"sensors.":[43],"It":[44],"crucial":[46],"establish":[48],"effective":[50],"approach":[51,73],"for":[52,136],"outlier":[53,69,137],"detection":[54,70],"recovery":[56,72],"real":[59,101],"WSNs.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"propose":[67],"artificial":[75],"neural":[76],"(ANN),":[78],"which":[79,131],"can":[80,109,132],"be":[81,134],"used":[82,135],"determine":[84],"whether":[85],"temperature":[87,117],"values":[88],"measured":[89],"sensors":[92],"are":[95],"outliers.":[96],"experimental":[98],"results":[99],"building":[102],"show":[103],"that":[104],"proposed":[106],"ANN-based":[107],"models":[108],"provide":[110],"reasonably":[112],"good":[113],"prediction":[114],"high":[119],"accuracy":[120],"buildings":[122],"compared":[123],"hidden":[126],"Markov":[127],"model":[128],"(HMM)-based":[129],"approach,":[130],"potentially":[133],"detecting":[138],"thermal":[140],"controlling":[141],"Internet":[144],"Things":[146],"(IoT)":[147],"applications.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
