{"id":"https://openalex.org/W3039876450","doi":"https://doi.org/10.3390/s20133777","title":"Triaxial Accelerometer-Based Falls and Activities of Daily Life Detection Using Machine Learning","display_name":"Triaxial Accelerometer-Based Falls and Activities of Daily Life Detection Using Machine Learning","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3039876450","doi":"https://doi.org/10.3390/s20133777","mag":"3039876450","pmid":"https://pubmed.ncbi.nlm.nih.gov/32640526"},"language":"en","primary_location":{"id":"doi:10.3390/s20133777","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20133777","pdf_url":"https://www.mdpi.com/1424-8220/20/13/3777/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/13/3777/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091807777","display_name":"Turke Althobaiti","orcid":"https://orcid.org/0000-0002-6674-7890"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Turke Althobaiti","raw_affiliation_strings":["Rafha Community College, Nothern Border University, Rafha 76413, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6674-7890","affiliations":[{"raw_affiliation_string":"Rafha Community College, Nothern Border University, Rafha 76413, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005052027","display_name":"Stamos Katsigiannis","orcid":"https://orcid.org/0000-0001-9190-0941"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stamos Katsigiannis","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of the West of Scotland, High St., Paisley PA1 2BE, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of the West of Scotland, High St., Paisley PA1 2BE, UK","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080291510","display_name":"Naeem Ramzan","orcid":"https://orcid.org/0000-0002-5088-1462"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Naeem Ramzan","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of the West of Scotland, High St., Paisley PA1 2BE, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of the West of Scotland, High St., Paisley PA1 2BE, UK","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005052027"],"corresponding_institution_ids":["https://openalex.org/I868834043"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.2517,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79726322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"20","issue":"13","first_page":"3777","last_page":"3777"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9965000152587891,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9746999740600586,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.8147785663604736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4044520854949951},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.39408642053604126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38980603218078613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3501704931259155},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1935739815235138},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07090684771537781}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8147785663604736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4044520854949951},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.39408642053604126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38980603218078613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3501704931259155},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1935739815235138},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07090684771537781}],"mesh":[{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.3390/s20133777","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20133777","pdf_url":"https://www.mdpi.com/1424-8220/20/13/3777/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32640526","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32640526","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire/9933cc8c-6075-4715-8ab0-18cf2b11ce79","is_oa":true,"landing_page_url":"https://research-portal.uws.ac.uk/en/publications/9933cc8c-6075-4715-8ab0-18cf2b11ce79","pdf_url":null,"source":{"id":"https://openalex.org/S4306402572","display_name":"The UWS Academic Portal (University of the West of Scotland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I868834043","host_organization_name":"University of the West of Scotland","host_organization_lineage":["https://openalex.org/I868834043"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Althobaiti, T, Katsigiannis, S & Ramzan, N 2020, 'Triaxial accelerometer-based fall and activities of daily life detection using machine learning', Sensors, vol. 20, no. 13, 3777. https://doi.org/10.3390/s20133777","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:31749","is_oa":true,"landing_page_url":"http://dro.dur.ac.uk/31749/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Sensors, 2020, Vol.20(13), pp.3777 [Peer Reviewed Journal]","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7378757","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7378757","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:73464a5f27dc4bafa0b78cb8662678d4","is_oa":true,"landing_page_url":"https://doaj.org/article/73464a5f27dc4bafa0b78cb8662678d4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 13, p 3777 (2020)","raw_type":"article"},{"id":"pmh:oai:durham-repository.worktribe.com:1262207","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1262207","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/13/3777/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20133777","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20133777","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20133777","pdf_url":"https://www.mdpi.com/1424-8220/20/13/3777/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G8876721479","display_name":null,"funder_award_id":"601106-EPP-1-2018-1-ES-EPPKA2-KA","funder_id":"https://openalex.org/F4320320850","funder_display_name":"University of the West of Scotland"}],"funders":[{"id":"https://openalex.org/F4320320850","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20"},{"id":"https://openalex.org/F4320328654","display_name":"Northern Border University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3039876450.pdf","grobid_xml":"https://content.openalex.org/works/W3039876450.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W134960717","https://openalex.org/W645314983","https://openalex.org/W1676820704","https://openalex.org/W1968670561","https://openalex.org/W1980340196","https://openalex.org/W1986847617","https://openalex.org/W2007678436","https://openalex.org/W2007964100","https://openalex.org/W2011179414","https://openalex.org/W2011847543","https://openalex.org/W2017803470","https://openalex.org/W2022974596","https://openalex.org/W2023688148","https://openalex.org/W2023756500","https://openalex.org/W2028656089","https://openalex.org/W2054780155","https://openalex.org/W2055698923","https://openalex.org/W2057907879","https://openalex.org/W2074099390","https://openalex.org/W2076831130","https://openalex.org/W2084553975","https://openalex.org/W2101161342","https://openalex.org/W2111512582","https://openalex.org/W2125288818","https://openalex.org/W2149354205","https://openalex.org/W2206426646","https://openalex.org/W2258376243","https://openalex.org/W2316838528","https://openalex.org/W2336226252","https://openalex.org/W2387306914","https://openalex.org/W2401052393","https://openalex.org/W2491697916","https://openalex.org/W2543632018","https://openalex.org/W2553945741","https://openalex.org/W2555209581","https://openalex.org/W2567347564","https://openalex.org/W2568698092","https://openalex.org/W2589510210","https://openalex.org/W2591878254","https://openalex.org/W2606265467","https://openalex.org/W2625024198","https://openalex.org/W2735430014","https://openalex.org/W2748470566","https://openalex.org/W2894978841","https://openalex.org/W2912258320","https://openalex.org/W2924509255","https://openalex.org/W2938949242","https://openalex.org/W2941398656","https://openalex.org/W2969215313","https://openalex.org/W2972660824","https://openalex.org/W2975103400","https://openalex.org/W2980068604","https://openalex.org/W2990891586","https://openalex.org/W2997740130","https://openalex.org/W3003882620","https://openalex.org/W3006461863","https://openalex.org/W3009322598","https://openalex.org/W3025469716","https://openalex.org/W3039876450","https://openalex.org/W3125210009","https://openalex.org/W6637266410","https://openalex.org/W6713257844","https://openalex.org/W6729995949"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223"],"abstract_inverted_index":{"The":[0],"detection":[1,10],"of":[2,4,11,14,21,29,45,87,94,116,123,136],"activities":[3],"daily":[5],"living":[6],"(ADL)":[7],"and":[8,24,76,82,98,107,129,133],"the":[9,19,85,92,114,117,146,160],"falls":[12,46,106],"is":[13],"utmost":[15],"importance":[16],"for":[17,40,84,125,138],"addressing":[18],"issue":[20],"serious":[22],"injuries":[23],"death":[25],"as":[26,71,73,102,104],"a":[27,37],"consequence":[28],"elderly":[30],"people":[31,42],"falling.":[32],"Wearable":[33],"sensors":[34],"can":[35],"provide":[36],"viable":[38],"solution":[39],"monitoring":[41],"in":[43],"danger":[44],"with":[47,91],"minimal":[48],"external":[49],"involvement":[50],"from":[51,64],"health":[52],"or":[53],"care":[54],"home":[55],"workers.":[56],"In":[57],"this":[58],"work,":[59],"we":[60],"recorded":[61],"accelerometer":[62],"data":[63],"35":[65],"healthy":[66],"individuals":[67],"performing":[68],"various":[69,141],"ADLs,":[70,142],"well":[72,103],"falls.":[74,144],"Spatial":[75],"frequency":[77],"domain":[78],"features":[79],"were":[80],"extracted":[81],"used":[83],"training":[86],"machine":[88],"learning":[89],"models":[90],"aim":[93],"distinguishing":[95,126,139],"between":[96,105,127,140],"fall":[97,100,128,131],"no":[99,130],"events,":[101,132],"other":[108],"ADLs.":[109],"Supervised":[110],"classification":[111],"experiments":[112],"demonstrated":[113],"efficiency":[115],"proposed":[118],"approach,":[119],"achieving":[120],"an":[121,134],"F1-score":[122,135],"98.41%":[124],"88.11%":[137],"including":[143],"Furthermore,":[145],"created":[147],"dataset,":[148],"named":[149],"\"ShimFall&ADL\"":[150],"will":[151],"be":[152],"publicly":[153],"released":[154],"to":[155],"facilitate":[156],"further":[157],"research":[158],"on":[159],"field.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}