{"id":"https://openalex.org/W3120018734","doi":"https://doi.org/10.1109/ssci47803.2020.9308415","title":"Towards the Development of an Adaptive System for Detecting Anomaly in Human Activities","display_name":"Towards the Development of an Adaptive System for Detecting Anomaly in Human Activities","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3120018734","doi":"https://doi.org/10.1109/ssci47803.2020.9308415","mag":"3120018734"},"language":"en","primary_location":{"id":"doi:10.1109/ssci47803.2020.9308415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5022443457","display_name":"Salisu Wada Yahaya","orcid":"https://orcid.org/0000-0002-0394-6112"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Salisu Wada Yahaya","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006193695","display_name":"Ahmad Lotfi","orcid":"https://orcid.org/0000-0002-5139-6565"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Lotfi","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027525633","display_name":"Mufti Mahmud","orcid":"https://orcid.org/0000-0002-2037-8348"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mufti Mahmud","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Clifton Lane, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022443457"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":0.2931,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.58541709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9973999857902527,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.7800418138504028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6178684830665588},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.584574818611145},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5336748957633972},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5175485014915466},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4806055724620819},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47988808155059814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46980199217796326},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.46901601552963257},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.4655008912086487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3782881796360016},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34358280897140503},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10108029842376709},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09080609679222107}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7800418138504028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6178684830665588},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.584574818611145},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5336748957633972},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5175485014915466},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4806055724620819},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47988808155059814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46980199217796326},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.46901601552963257},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.4655008912086487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3782881796360016},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34358280897140503},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10108029842376709},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09080609679222107},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci47803.2020.9308415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:irep.ntu.ac.uk:42009","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/42009/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319941","display_name":"Trent University","ror":"https://ror.org/03ygmq230"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1517879342","https://openalex.org/W1540959951","https://openalex.org/W1969069964","https://openalex.org/W1969194614","https://openalex.org/W1986847617","https://openalex.org/W2015200434","https://openalex.org/W2148143831","https://openalex.org/W2185125590","https://openalex.org/W2409233683","https://openalex.org/W2564975654","https://openalex.org/W2734548032","https://openalex.org/W2791951661","https://openalex.org/W2793059714","https://openalex.org/W2887787351","https://openalex.org/W2959807905","https://openalex.org/W2963037989","https://openalex.org/W2998948697","https://openalex.org/W3007924652","https://openalex.org/W6686152136"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W4389009659","https://openalex.org/W1532481220"],"abstract_inverted_index":{"As":[0],"the":[1,36,46,52,77,82,96,122,130,141,149,153,192,196,236,241,244],"global":[2],"population":[3],"of":[4,24,38,48,51,68,81,99,148,155,164,180,214,243,249],"older":[5,53,250],"adults":[6,54],"increases,":[7],"measures":[8,28],"are":[9,29,91,103],"put":[10],"in":[11,40,58,112,132,152],"place":[12],"to":[13,44,93,95,105,108,129,140,228],"monitor":[14],"their":[15,22,59],"well-being,":[16],"promote":[17],"independent":[18],"living":[19,50],"and":[20,55,79,168,174,221],"improve":[21],"quality":[23],"life.":[25],"Among":[26],"those":[27],"in-house":[30,247],"monitoring":[31,248],"system":[32,125,162,238,245],"that":[33],"allows":[34],"for":[35,84,191,218,235,246],"collection":[37,167],"data":[39,166],"a":[41,146,165,175,186,202],"non-invasive":[42],"form":[43],"identify":[45],"activities":[47,101],"daily":[49,60],"detect":[56],"abnormalities":[57],"routines.":[61],"Abnormalities":[62],"can":[63],"be":[64,127],"an":[65,113,156,208],"early":[66],"sign":[67],"health":[69],"decline":[70],"or":[71],"other":[72,229],"related":[73],"challenges,":[74],"thereby":[75],"informing":[76],"family":[78],"carers":[80],"need":[83],"intervention.":[85],"However,":[86],"existing":[87,230],"anomaly":[88,123,158,171,193,219],"detection":[89,124,159,172,182,194,220],"systems":[90],"unable":[92],"adapt":[94],"dynamic":[97],"nature":[98],"human":[100,133],"which":[102],"subject":[104],"changes":[106,131],"due":[107],"different":[109,237],"factors,":[110],"resulting":[111],"increased":[114],"false":[115],"prediction":[116],"rate.":[117],"To":[118],"address":[119],"this":[120],"deficiency,":[121],"must":[126],"adaptive":[128,157],"routines":[134],"as":[135,137],"well":[136],"factors":[138],"leading":[139],"changes.":[142],"This":[143,161],"paper":[144],"presents":[145],"consolidation":[147],"achievements":[150],"recorded":[151],"development":[154],"system.":[160],"consists":[163],"interpretation":[169],"component,":[170],"component":[173,198],"feedback":[176,197],"component.":[177],"An":[178],"ensemble":[179],"novelty":[181],"model":[183,205],"based":[184,200],"on":[185,201,207],"consensus":[187],"approach":[188,217],"is":[189,199],"utilised":[190],"while":[195],"gesture":[203,222],"recognition":[204,223],"implemented":[206],"assistive":[209],"robot":[210],"platform.":[211],"The":[212,232],"results":[213,234],"our":[215],"proposed":[216],"performs":[224],"better":[225],"when":[226],"compared":[227],"approaches.":[231],"obtained":[233],"components":[239],"show":[240],"potential":[242],"adults.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}