{"id":"https://openalex.org/W3215516946","doi":"https://doi.org/10.1109/isncc52172.2021.9615901","title":"Vote and KNN outlier detection in Wireless Sensor Networks","display_name":"Vote and KNN outlier detection in Wireless Sensor Networks","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W3215516946","doi":"https://doi.org/10.1109/isncc52172.2021.9615901","mag":"3215516946"},"language":"en","primary_location":{"id":"doi:10.1109/isncc52172.2021.9615901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5041815265","display_name":"A. Abid","orcid":"https://orcid.org/0000-0001-9647-8946"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aymen Abid","raw_affiliation_strings":["Computer and Embedded Systems Lab National Engineering School, Sfax, TUNISIA"],"affiliations":[{"raw_affiliation_string":"Computer and Embedded Systems Lab National Engineering School, Sfax, TUNISIA","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043642086","display_name":"Salim El Khediri","orcid":"https://orcid.org/0000-0002-9765-1605"},"institutions":[{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Salim El Khediri","raw_affiliation_strings":["College of Computer, Qassim University Qassim, KSA Laboratoire HATEM Bettaher (IRESCOMATH), Gabes, Tunisia"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qassim University Qassim, KSA Laboratoire HATEM Bettaher (IRESCOMATH), Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000490960","display_name":"Tarek Moulahi","orcid":"https://orcid.org/0000-0002-5173-3656"},"institutions":[{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tarek Moulahi","raw_affiliation_strings":["College of Computer, Qassim University Qassim, KSA Laboratoire HATEM Bettaher (IRESCOMATH), Gabes, Tunisia"],"affiliations":[{"raw_affiliation_string":"College of Computer, Qassim University Qassim, KSA Laboratoire HATEM Bettaher (IRESCOMATH), Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039936084","display_name":"Rym Ch\u00e9our","orcid":"https://orcid.org/0000-0002-9970-3915"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rym Cheour","raw_affiliation_strings":["Computer and Embedded Systems Lab National Engineering School, Sfax, TUNISIA"],"affiliations":[{"raw_affiliation_string":"Computer and Embedded Systems Lab National Engineering School, Sfax, TUNISIA","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003921571","display_name":"Abdennaceur Kachouri","orcid":"https://orcid.org/0000-0003-3357-2569"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdennaceur Kachouri","raw_affiliation_strings":["Advanced Fluid Dynamics, Energetics and Evironment Lab National Engineering School, Sfax, TUNISIA"],"affiliations":[{"raw_affiliation_string":"Advanced Fluid Dynamics, Energetics and Evironment Lab National Engineering School, Sfax, TUNISIA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041815265"],"corresponding_institution_ids":["https://openalex.org/I4210145666"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6457564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9944999814033508,"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":0.8001630902290344},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7679392695426941},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.762718677520752},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.7598104476928711},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7362967729568481},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.6294294595718384},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5658791661262512},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5385682582855225},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5263078212738037},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.4952451288700104},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.47228628396987915},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.470243364572525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4016749858856201},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.364944189786911},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33125853538513184},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1249939501285553},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08021104335784912}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001630902290344},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7679392695426941},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.762718677520752},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.7598104476928711},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7362967729568481},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6294294595718384},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5658791661262512},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5385682582855225},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5263078212738037},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.4952451288700104},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.47228628396987915},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.470243364572525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4016749858856201},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.364944189786911},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33125853538513184},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1249939501285553},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08021104335784912},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc52172.2021.9615901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W337537112","https://openalex.org/W976179410","https://openalex.org/W1996001863","https://openalex.org/W2008386386","https://openalex.org/W2010254953","https://openalex.org/W2059515884","https://openalex.org/W2059662916","https://openalex.org/W2086197761","https://openalex.org/W2107074288","https://openalex.org/W2156860509","https://openalex.org/W2160642098","https://openalex.org/W2349932203","https://openalex.org/W2443352794","https://openalex.org/W2483188977","https://openalex.org/W2751373410","https://openalex.org/W2807404326","https://openalex.org/W2906890643","https://openalex.org/W2910068345","https://openalex.org/W2914740624","https://openalex.org/W3016670583","https://openalex.org/W3031834622","https://openalex.org/W3032248050","https://openalex.org/W3152296300","https://openalex.org/W4251430211","https://openalex.org/W6611311705","https://openalex.org/W6683220847","https://openalex.org/W6697883882","https://openalex.org/W6758101687","https://openalex.org/W6779081865"],"related_works":["https://openalex.org/W1983393909","https://openalex.org/W2040150569","https://openalex.org/W2468095590","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972","https://openalex.org/W2280598164","https://openalex.org/W4388425184","https://openalex.org/W2189092700","https://openalex.org/W4283582846"],"abstract_inverted_index":{"The":[0],"target":[1],"of":[2,14,27,48,62,116],"a":[3,80,85,88],"Wireless":[4],"Sensor":[5],"Network":[6],"(WSN)":[7],"designer":[8],"is":[9],"to":[10,67,83,92,129],"improve":[11],"the":[12,15,25,46,94,114],"robustness":[13],"network":[16],"while":[17],"taking":[18],"into":[19],"account":[20],"constraints":[21],"such":[22,101],"as":[23,40,102],"verifying":[24],"detection":[26,118],"anomalies.":[28],"Preventing":[29],"anomalies":[30,70],"can":[31],"be":[32,84],"assured":[33],"by":[34,79],"data":[35,69,103],"analysis":[36],"via":[37],"outliers":[38,63],"identification":[39],"it":[41],"strongly":[42],"affects":[43],"decision-making":[44],"in":[45,113],"case":[47],"smart-home,":[49],"e-health":[50],"and":[51,64,76,108,124],"other":[52,131],"high-risk":[53],"applications.":[54],"In":[55,90],"this":[56],"paper,":[57],"we":[58,65],"study":[59],"some":[60,96,130],"families":[61],"propose":[66],"detect":[68],"using":[71],"K":[72],"Nearest":[73],"Neighbours":[74],"(KNN)":[75],"Voting":[77],"techniques":[78],"benchmark":[81],"suitable":[82],"simulation":[86],"for":[87],"smart-house.":[89],"order":[91,115],"evaluate":[93],"dependability,":[95],"performance":[97],"metrics":[98],"are":[99,112],"analyzed":[100],"rate":[104,119],"detection,":[105],"precision,":[106],"specificity":[107],"accuracy.":[109],"Performance":[110],"results":[111],"100%":[117],"with":[120],"reduced":[121],"false":[122],"alarm":[123],"fast":[125],"response":[126],"time":[127],"compared":[128],"existing":[132],"ones.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}