{"id":"https://openalex.org/W2941947410","doi":"https://doi.org/10.1109/percomw.2019.8730682","title":"Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living","display_name":"Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2941947410","doi":"https://doi.org/10.1109/percomw.2019.8730682","mag":"2941947410"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2019.8730682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2019.8730682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pureportal.coventry.ac.uk/en/publications/9879aaaa-dd74-4a70-b491-ff85507f7a4c","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002575060","display_name":"Mat\u00edas Garc\u00eda-Constantino","orcid":"https://orcid.org/0000-0002-3420-0532"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"M. Garcia-Constantino","raw_affiliation_strings":["School of Computing, Ulster University, Jordanstown, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Jordanstown, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035650459","display_name":"Alexandros Konios","orcid":"https://orcid.org/0000-0001-5281-1911"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Konios","raw_affiliation_strings":["Institute for Future Transport and Cities, Coventry University, Coventry, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute for Future Transport and Cities, Coventry University, Coventry, United Kingdom","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057430295","display_name":"Idongesit Ekerete","orcid":"https://orcid.org/0000-0003-4072-7178"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"I. Ekerete","raw_affiliation_strings":["School of Computing, Ulster University, Jordanstown, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Jordanstown, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010336935","display_name":"Stavros\u2010Richard G. Christopoulos","orcid":"https://orcid.org/0000-0002-8468-2998"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S.-R. G. Christopoulos","raw_affiliation_strings":["Institute for Future Transport and Cities, Coventry University, Coventry, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute for Future Transport and Cities, Coventry University, Coventry, United Kingdom","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033741026","display_name":"Colin Shewell","orcid":"https://orcid.org/0000-0002-6618-6587"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Shewell","raw_affiliation_strings":["School of Computing, Ulster University, Jordanstown, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Jordanstown, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021247547","display_name":"Chris Nugent","orcid":"https://orcid.org/0000-0003-0882-7902"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Nugent","raw_affiliation_strings":["School of Computing, Ulster University, Jordanstown, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Jordanstown, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110610374","display_name":"Gareth Morrison","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. Morrison","raw_affiliation_strings":["The Lava Group, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The Lava Group, Belfast, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002575060"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.8173,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.76793089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"76","issue":null,"first_page":"461","last_page":"466"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994000196456909,"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":0.9994000196456909,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/activities-of-daily-living","display_name":"Activities of daily living","score":0.7686676979064941},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6993436813354492},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6143379211425781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5137837529182434},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4987967014312744},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4854719936847687},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4520714581012726},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.43576645851135254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37102001905441284},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3554997444152832},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35360977053642273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.250511109828949},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13244417309761047},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.08576172590255737}],"concepts":[{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.7686676979064941},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6993436813354492},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6143379211425781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5137837529182434},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4987967014312744},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4854719936847687},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4520714581012726},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.43576645851135254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37102001905441284},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3554997444152832},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35360977053642273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.250511109828949},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13244417309761047},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.08576172590255737},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/percomw.2019.8730682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2019.8730682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.staffs.ac.uk:6674","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401113","display_name":"Staffordshire Online Repository (Staffordshire University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I198012923","host_organization_name":"University of Staffordshire","host_organization_lineage":["https://openalex.org/I198012923"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter, Section or Conference Proceeding"},{"id":"pmh:oai:pure.atira.dk:openaire/9879aaaa-dd74-4a70-b491-ff85507f7a4c","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/9879aaaa-dd74-4a70-b491-ff85507f7a4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garcia-Constantino, M, Konios, A, Ekerete, I, Christopoulos, S, Shewell, C, Nugent, C & Morrison, G 2019, Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living. in 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019., 8730682, IEEE, pp. 461-466, IEEE International Conference on Pervasive Computing and Communications, Kyoto, Japan, 11/03/19. https://doi.org/10.1109/PERCOMW.2019.8730682","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/9879aaaa-dd74-4a70-b491-ff85507f7a4c","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/probabilistic-analysis-of-abnormal-behaviour-detection-in-activities-of-daily-living(9879aaaa-dd74-4a70-b491-ff85507f7a4c).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/9879aaaa-dd74-4a70-b491-ff85507f7a4c","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/9879aaaa-dd74-4a70-b491-ff85507f7a4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garcia-Constantino, M, Konios, A, Ekerete, I, Christopoulos, S, Shewell, C, Nugent, C & Morrison, G 2019, Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living. in 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019., 8730682, IEEE, pp. 461-466, IEEE International Conference on Pervasive Computing and Communications, Kyoto, Japan, 11/03/19. https://doi.org/10.1109/PERCOMW.2019.8730682","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314204","display_name":"Invest Northern Ireland","ror":"https://ror.org/00qnrsq87"},{"id":"https://openalex.org/F4320318142","display_name":"Northern Ireland Connected Health Innovation Centre","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1497385253","https://openalex.org/W2003105432","https://openalex.org/W2046862111","https://openalex.org/W2056929468","https://openalex.org/W2081763525","https://openalex.org/W2119388990","https://openalex.org/W2122759946","https://openalex.org/W2127127580","https://openalex.org/W2136431085","https://openalex.org/W2140463114","https://openalex.org/W2145419312","https://openalex.org/W2193891538","https://openalex.org/W2267337814","https://openalex.org/W2522513212","https://openalex.org/W2762632219","https://openalex.org/W2805289810","https://openalex.org/W2896781112","https://openalex.org/W4255849710","https://openalex.org/W4302561155"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W3195649134","https://openalex.org/W2281498195","https://openalex.org/W4200627986","https://openalex.org/W2103158077","https://openalex.org/W2208191412","https://openalex.org/W2413724037","https://openalex.org/W4310840813","https://openalex.org/W2989668789","https://openalex.org/W4312127264"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,54,62,107,111,176],"probabilistic":[4],"approach":[5,66,180],"for":[6,93,118,189],"the":[7,44,59,69,73,94,132,139,164,190],"identification":[8],"of":[9,14,46,53,61,72,75,80,96,134,144,166],"abnormal":[10,135,167,191],"behaviour":[11,41,112,168,192],"in":[12,43,109,169],"Activities":[13],"Daily":[15],"Living":[16],"(ADLs)":[17],"from":[18,22],"sensor":[19],"data":[20,152],"collected":[21],"30":[23],"participants.":[24,87],"The":[25,65,88,123,151],"ADLs":[26],"considered":[27,115],"are:":[28],"(i)":[29],"preparing":[30,36],"and":[31,34,37,83,90,106,121,141,146,160,171],"drinking":[32,38],"tea,":[33],"(ii)":[35],"coffee.":[39],"Abnormal":[40],"identified":[42],"context":[45],"these":[47],"activities":[48,145,172],"can":[49,157],"be":[50,114,182],"an":[51,103,149],"indicator":[52],"progressive":[55],"health":[56],"problem":[57],"or":[58],"occurrence":[60],"hazardous":[63],"incident.":[64],"presented":[67],"considers":[68],"temporal":[70],"aspect":[71],"sequences":[74],"actions":[76],"that":[77,84,155,173],"are":[78],"part":[79],"each":[81,97,119],"ADL":[82],"vary":[85],"between":[86],"average":[89,104],"standard":[91],"deviation":[92],"durations":[95],"action":[98],"were":[99],"calculated":[100],"to":[101,130,138,184],"define":[102],"time":[105],"range":[108],"which":[110],"could":[113,181],"as":[116],"normal":[117],"stage":[120],"activity.":[122,150],"Cumulative":[124],"Distribution":[125],"Function":[126],"(CDF)":[127],"was":[128],"used":[129,183],"obtain":[131],"probabilities":[133],"behaviours":[136],"related":[137],"early":[140],"late":[142],"completion":[143],"stages":[147,170],"within":[148],"analysis":[153],"show":[154],"CDF":[156],"provide":[158],"accurate":[159],"reliable":[161],"results":[162],"regarding":[163],"presence":[165],"last":[174],"over":[175],"minute.":[177],"Finally,":[178],"this":[179],"train":[185],"machine":[186],"learning":[187],"algorithms":[188],"detection.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
