{"id":"https://openalex.org/W3095539085","doi":"https://doi.org/10.4018/ijcac.2021010103","title":"Gaussian Distribution-Based Machine Learning Scheme for Anomaly Detection in Healthcare Sensor Cloud","display_name":"Gaussian Distribution-Based Machine Learning Scheme for Anomaly Detection in Healthcare Sensor Cloud","publication_year":2020,"publication_date":"2020-11-03","ids":{"openalex":"https://openalex.org/W3095539085","doi":"https://doi.org/10.4018/ijcac.2021010103","mag":"3095539085"},"language":"en","primary_location":{"id":"doi:10.4018/ijcac.2021010103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijcac.2021010103","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.4018/ijcac.2021010103","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026243933","display_name":"Rajendra Kumar Dwivedi","orcid":"https://orcid.org/0000-0001-6682-1942"},"institutions":[{"id":"https://openalex.org/I2799532815","display_name":"Madan Mohan Malaviya University of Technology","ror":"https://ror.org/04h1w2j35","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799532815"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rajendra Kumar Dwivedi","raw_affiliation_strings":["Madan Mohan Malaviya University of Technology, India"],"affiliations":[{"raw_affiliation_string":"Madan Mohan Malaviya University of Technology, India","institution_ids":["https://openalex.org/I2799532815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103728262","display_name":"Rakesh Kumar","orcid":"https://orcid.org/0000-0003-1125-0331"},"institutions":[{"id":"https://openalex.org/I2799532815","display_name":"Madan Mohan Malaviya University of Technology","ror":"https://ror.org/04h1w2j35","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799532815"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Kumar","raw_affiliation_strings":["Madan Mohan Malaviya University of Technology, India"],"affiliations":[{"raw_affiliation_string":"Madan Mohan Malaviya University of Technology, India","institution_ids":["https://openalex.org/I2799532815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014716105","display_name":"Rajkumar Buyya","orcid":"https://orcid.org/0000-0001-9754-6496"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajkumar Buyya","raw_affiliation_strings":["The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026243933"],"corresponding_institution_ids":["https://openalex.org/I2799532815"],"apc_list":null,"apc_paid":null,"fwci":3.8442,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.94597602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":"1","first_page":"52","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.998199999332428,"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":0.998199999332428,"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":0.9742000102996826,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.968500018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7727254629135132},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7368574142456055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.720635175704956},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5983637571334839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5455032587051392},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5337487459182739},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4781559407711029},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4775993824005127},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46156448125839233},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4449620842933655},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4286154508590698},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4082399010658264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3968880772590637},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1748475432395935},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16430920362472534}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7727254629135132},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7368574142456055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.720635175704956},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5983637571334839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5455032587051392},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5337487459182739},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4781559407711029},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4775993824005127},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46156448125839233},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4449620842933655},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4286154508590698},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4082399010658264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3968880772590637},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1748475432395935},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16430920362472534},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijcac.2021010103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijcac.2021010103","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jcac00:v:11:y:2021:i:1:p:52-72","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJCAC.2021010103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.4018/ijcac.2021010103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijcac.2021010103","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W210926327","https://openalex.org/W1664828614","https://openalex.org/W1973388526","https://openalex.org/W2156626839","https://openalex.org/W2419244432","https://openalex.org/W3100857292","https://openalex.org/W3170365921"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W3187193180","https://openalex.org/W2566006169","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W2987774938"],"abstract_inverted_index":{"Smart":[0],"information":[1,68],"systems":[2],"are":[3],"based":[4],"on":[5],"sensors":[6,103],"that":[7],"generate":[8],"a":[9,80],"huge":[10],"amount":[11],"of":[12,73,87,100,104,116],"data.":[13],"This":[14,77,109],"data":[15,28,35],"can":[16],"be":[17,30],"stored":[18],"in":[19,51,58,113,120],"cloud":[20],"for":[21,91],"further":[22],"processing":[23],"and":[24,48,70,107,127,135,153],"efficient":[25],"utilization.":[26],"Anomalous":[27],"might":[29],"present":[31],"within":[32],"the":[33,121,141],"sensor":[34,94],"due":[36],"to":[37,140],"various":[38,101],"reasons":[39],"(e.g.,":[40,148],"malicious":[41],"activities":[42],"by":[43],"intruders,":[44],"low":[45],"quality":[46],"sensors,":[47],"node":[49],"deployment":[50],"harsh":[52],"environments).":[53],"Anomaly":[54],"detection":[55,89,146],"is":[56,97,111],"crucial":[57],"some":[59],"applications":[60],"such":[61],"as":[62,138],"healthcare":[63,92],"monitoring":[64,93],"systems,":[65,69],"forest":[66],"fire":[67],"other":[71,142],"internet":[72],"things":[74],"(IoT)":[75],"systems.":[76],"paper":[78],"proposes":[79],"Gaussian":[81,117],"distribution-based":[82],"supervised":[83,143],"machine":[84,151],"learning":[85],"scheme":[86,123],"anomaly":[88,145],"(GDA)":[90],"cloud,":[95],"which":[96],"an":[98],"integration":[99],"body":[102],"different":[105],"patients":[106],"cloud.":[108],"work":[110],"implemented":[112],"Python.":[114],"Use":[115],"statistical":[118],"model":[119],"proposed":[122],"improves":[124],"precision,":[125],"throughput,":[126],"efficiency.":[128],"GDA":[129],"provides":[130],"98%":[131],"efficiency":[132],"with":[133],"3%":[134],"4%":[136],"improvements":[137],"compared":[139],"learning-based":[144],"schemes":[147],"support":[149],"vector":[150],"[SVM]":[152],"self-organizing":[154],"map":[155],"[SOM],":[156],"respectively).":[157]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}