{"id":"https://openalex.org/W4392942054","doi":"https://doi.org/10.1109/icmla58977.2023.00183","title":"Identifying Household Fingerprint Using Intelligent Passive Monitoring for People Living with Dementia","display_name":"Identifying Household Fingerprint Using Intelligent Passive Monitoring for People Living with Dementia","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4392942054","doi":"https://doi.org/10.1109/icmla58977.2023.00183"},"language":"en","primary_location":{"id":"doi:10.1109/icmla58977.2023.00183","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icmla58977.2023.00183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Machine Learning and Applications (ICMLA)","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/A5036247858","display_name":"Alina\u2010Irina Serban","orcid":"https://orcid.org/0000-0001-9468-8237"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alina-Irina Serban","raw_affiliation_strings":["Dyson School of Design Engineering, UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","Department of Brain Sciences Imperial College London, Dyson School of Design Engineering, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"Dyson School of Design Engineering, UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Brain Sciences Imperial College London, Dyson School of Design Engineering, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088890401","display_name":"Helen Lai","orcid":"https://orcid.org/0000-0002-1600-8440"},"institutions":[{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Helen Lai","raw_affiliation_strings":["UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072094327","display_name":"Sarah Daniels","orcid":"https://orcid.org/0000-0002-7415-1907"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sarah Daniels","raw_affiliation_strings":["UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013835523","display_name":"Rafael A. Calvo","orcid":"https://orcid.org/0000-0003-2238-0684"},"institutions":[{"id":"https://openalex.org/I4210089887","display_name":"Dyson (United Kingdom)","ror":"https://ror.org/00a4npp83","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089887"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rafael A Calvo","raw_affiliation_strings":["Dyson School of Design Engineering, Imperial College London,London,UK","Dyson School of Design Engineering, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Dyson School of Design Engineering, Imperial College London,London,UK","institution_ids":["https://openalex.org/I47508984","https://openalex.org/I4210089887"]},{"raw_affiliation_string":"Dyson School of Design Engineering, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984","https://openalex.org/I4210089887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042936423","display_name":"David Sharp","orcid":"https://orcid.org/0000-0003-4995-2240"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J Sharp","raw_affiliation_strings":["UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052293606","display_name":"Eyal Soreq","orcid":"https://orcid.org/0000-0003-4809-4889"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I4210126463","display_name":"UK Dementia Research Institute","ror":"https://ror.org/02wedp412","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210126463"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eyal Soreq","raw_affiliation_strings":["UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK"],"affiliations":[{"raw_affiliation_string":"UK Dementia Research Institute: Care, Research and Technology Centre,Department of Brain Sciences Imperial College London,London,UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Brain Sciences Imperial College London, UK Dementia Research Institute: Care, Research and Technology Centre, London, UK","institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036247858"],"corresponding_institution_ids":["https://openalex.org/I4210126463","https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23173709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1218","last_page":"1223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9553999900817871,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9553999900817871,"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/fingerprint","display_name":"Fingerprint (computing)","score":0.7702894806861877},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.6135644316673279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5504199862480164},{"id":"https://openalex.org/keywords/assisted-living","display_name":"Assisted living","score":0.5109659433364868},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.4922420084476471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3491000831127167},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.1156170666217804},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11487424373626709}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.7702894806861877},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.6135644316673279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5504199862480164},{"id":"https://openalex.org/C3018552312","wikidata":"https://www.wikidata.org/wiki/Q315412","display_name":"Assisted living","level":2,"score":0.5109659433364868},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.4922420084476471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3491000831127167},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.1156170666217804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11487424373626709},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmla58977.2023.00183","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icmla58977.2023.00183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Machine Learning and Applications (ICMLA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1936527623","https://openalex.org/W2296193698","https://openalex.org/W2466691819","https://openalex.org/W2945684350","https://openalex.org/W3005494663","https://openalex.org/W4281664664","https://openalex.org/W4306410930"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W4362496757","https://openalex.org/W2566091814","https://openalex.org/W4389371618","https://openalex.org/W2051501574","https://openalex.org/W2117826006","https://openalex.org/W2114937328","https://openalex.org/W2148654711","https://openalex.org/W2608025327","https://openalex.org/W1621827506"],"abstract_inverted_index":{"Monitoring":[0],"and":[1,31,45,84,138,145],"supporting":[2],"daily":[3,15],"routines":[4],"in":[5,17,99],"households":[6,19,78],"with":[7,20],"dementia":[8,21],"is":[9,79,135],"highly":[10],"important.":[11],"Here":[12],"we":[13,46],"analyse":[14],"activity":[16],"104":[18],"across":[22],"24":[23],"months":[24],"using":[25],"passive":[26],"motion":[27],"sensors,":[28],"door":[29],"sensors":[30],"bed":[32],"mat.":[33],"We":[34,52,71,101,123],"use":[35],"Markov":[36],"chain":[37],"to":[38,62,96,140],"extract":[39],"the":[40,43,57,65,74,103,110,117,120,132,141],"transitions":[41,49,55],"around":[42,56],"house":[44,58,121],"compare":[47],"these":[48],"over":[50],"time.":[51],"found":[53],"that":[54,73,85,125],"can":[59],"be":[60],"used":[61],"uniquely":[63],"match":[64],"household":[66,133],"as":[67],"a":[68,92],"distinctive":[69],"fingerprint.":[70],"observed":[72,124],"fingerprint":[75,134],"of":[76,89,106,119,143],"single-occupancy":[77],"stronger":[80],"than":[81],"multiple":[82],"occupancy":[83,112],"predicting":[86],"consecutive":[87],"periods":[88],"time":[90],"has":[91],"higher":[93],"accuracy":[94],"due":[95],"less":[97],"change":[98],"routine.":[100,146],"focused":[102],"latter":[104],"part":[105],"our":[107],"study":[108],"on":[109],"single":[111],"households,":[113],"specifically":[114],"looking":[115],"at":[116],"impact":[118],"floorplan.":[122],"despite":[126],"having":[127],"similar":[128],"or":[129],"identical":[130],"floorplans,":[131],"still":[136],"unique":[137],"related":[139],"level":[142],"activity,":[144]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}