{"id":"https://openalex.org/W3195560328","doi":"https://doi.org/10.3390/s21165564","title":"Deep Learning for Classifying Physical Activities from Accelerometer Data","display_name":"Deep Learning for Classifying Physical Activities from Accelerometer Data","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3195560328","doi":"https://doi.org/10.3390/s21165564","mag":"3195560328","pmid":"https://pubmed.ncbi.nlm.nih.gov/34451005"},"language":"en","primary_location":{"id":"doi:10.3390/s21165564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21165564","pdf_url":"https://www.mdpi.com/1424-8220/21/16/5564/pdf?version=1629426067","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/1424-8220/21/16/5564/pdf?version=1629426067","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026255242","display_name":"Vimala Nunavath","orcid":"https://orcid.org/0000-0001-6911-8056"},"institutions":[{"id":"https://openalex.org/I2801380234","display_name":"University of South-Eastern Norway","ror":"https://ror.org/05ecg5h20","country_code":"NO","type":"education","lineage":["https://openalex.org/I2801380234"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Vimala Nunavath","raw_affiliation_strings":["Department of Science and Industry Systems, University of South-Eastern Norway, Hasbergsvei 36, Krona, 3616 Kongsberg, Norway"],"raw_orcid":"https://orcid.org/0000-0001-6911-8056","affiliations":[{"raw_affiliation_string":"Department of Science and Industry Systems, University of South-Eastern Norway, Hasbergsvei 36, Krona, 3616 Kongsberg, Norway","institution_ids":["https://openalex.org/I2801380234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050594336","display_name":"Sahand Johansen","orcid":null},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sahand Johansen","raw_affiliation_strings":["CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045610858","display_name":"Tommy Sandtorv Johannessen","orcid":null},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tommy Sandtorv Johannessen","raw_affiliation_strings":["CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088563530","display_name":"Lei Jiao","orcid":"https://orcid.org/0000-0002-7115-6489"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Lei Jiao","raw_affiliation_strings":["CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059796996","display_name":"Bj\u00f8rge Herman Hansen","orcid":"https://orcid.org/0000-0001-8445-8227"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Bj\u00f8rge Herman Hansen","raw_affiliation_strings":["Department of Sport Science and Physical Education, University of Agder, Universitetsveien 25, 4630 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sport Science and Physical Education, University of Agder, Universitetsveien 25, 4630 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083059837","display_name":"Sveinung Berntsen","orcid":"https://orcid.org/0000-0002-8250-4768"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sveinung Berntsen","raw_affiliation_strings":["Department of Sport Science and Physical Education, University of Agder, Universitetsveien 25, 4630 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sport Science and Physical Education, University of Agder, Universitetsveien 25, 4630 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002394922","display_name":"Morten Goodwin","orcid":"https://orcid.org/0000-0001-6331-702X"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Morten Goodwin","raw_affiliation_strings":["CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAIR, Department of ICT, University of Agder, Jon Lilletunsvei 9, 4879 Grimstad, Norway","institution_ids":["https://openalex.org/I200650556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026255242"],"corresponding_institution_ids":["https://openalex.org/I2801380234"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.7135,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84485816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"16","first_page":"5564","last_page":"5564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9973999857902527,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7431177496910095},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7204470634460449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5995805859565735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5848506093025208},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5679803490638733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5284512042999268},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.48924732208251953},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47193142771720886},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3464663624763489},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2839112877845764},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.2336156964302063}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7431177496910095},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7204470634460449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5995805859565735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5848506093025208},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5679803490638733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5284512042999268},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.48924732208251953},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47193142771720886},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3464663624763489},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2839112877845764},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2336156964302063},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":5,"locations":[{"id":"doi:10.3390/s21165564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21165564","pdf_url":"https://www.mdpi.com/1424-8220/21/16/5564/pdf?version=1629426067","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:34451005","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34451005","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:doaj.org/article:f160cf97759e4403b304f97a36ca9dc9","is_oa":true,"landing_page_url":"https://doaj.org/article/f160cf97759e4403b304f97a36ca9dc9","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 21, Iss 16, p 5564 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/16/5564/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21165564","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; Volume 21; Issue 16; Pages: 5564","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8402311","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8402311","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"}],"best_oa_location":{"id":"doi:10.3390/s21165564","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21165564","pdf_url":"https://www.mdpi.com/1424-8220/21/16/5564/pdf?version=1629426067","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195560328.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1978492954","https://openalex.org/W2033568863","https://openalex.org/W2045455946","https://openalex.org/W2056539281","https://openalex.org/W2061179798","https://openalex.org/W2127095067","https://openalex.org/W2128621051","https://openalex.org/W2146199357","https://openalex.org/W2151999543","https://openalex.org/W2227813149","https://openalex.org/W2414502435","https://openalex.org/W2591808669","https://openalex.org/W2737046835","https://openalex.org/W2767979715","https://openalex.org/W2781555326","https://openalex.org/W2801920224","https://openalex.org/W2802039875","https://openalex.org/W2804220263","https://openalex.org/W2805877547","https://openalex.org/W2889505988","https://openalex.org/W2891467512","https://openalex.org/W2901643192","https://openalex.org/W2973201458","https://openalex.org/W2977757120","https://openalex.org/W2979737317","https://openalex.org/W2984245108","https://openalex.org/W2986609444","https://openalex.org/W2992312320","https://openalex.org/W2993747819","https://openalex.org/W2998376881","https://openalex.org/W3007441389","https://openalex.org/W3015714982","https://openalex.org/W3082979025","https://openalex.org/W3084879635","https://openalex.org/W3099032418","https://openalex.org/W3104138698","https://openalex.org/W3107514103","https://openalex.org/W3162538709","https://openalex.org/W4245969961","https://openalex.org/W6689489409","https://openalex.org/W6754758671","https://openalex.org/W6771183217"],"related_works":["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","https://openalex.org/W3023105672","https://openalex.org/W4231410700","https://openalex.org/W3008584592"],"abstract_inverted_index":{"Physical":[0],"inactivity":[1],"increases":[2],"the":[3,11,93,115,154,164,172,177,200],"risk":[4],"of":[5,185,191],"many":[6],"adverse":[7],"health":[8],"conditions,":[9],"including":[10],"world's":[12],"major":[13],"non-communicable":[14],"diseases,":[15],"such":[16],"as":[17],"coronary":[18],"heart":[19],"disease,":[20],"type":[21],"2":[22],"diabetes,":[23],"and":[24,26,37,81,126,146,187,203,210],"breast":[25],"colon":[27],"cancers,":[28],"shortening":[29],"life":[30],"expectancy.":[31],"There":[32],"are":[33],"minimal":[34],"medical":[35,201],"care":[36],"personal":[38],"trainers'":[39],"methods":[40,174],"to":[41,58,171,208],"monitor":[42],"a":[43,75,82,134,205,212],"patient's":[44,213],"actual":[45],"physical":[46,60,98,214],"activity":[47,51,62],"types.":[48],"To":[49],"improve":[50],"monitoring,":[52],"we":[53,67],"propose":[54],"an":[55,182,188],"artificial-intelligence-based":[56],"approach":[57],"classify":[59],"movement":[61,99,179],"patterns.":[63],"In":[64],"more":[65],"detail,":[66],"employ":[68],"two":[69,94,97],"deep":[70,76,83],"learning":[71,118],"(DL)":[72],"methods,":[73],"namely":[74],"feed-forward":[77],"neural":[78,85],"network":[79,86],"(DNN)":[80],"recurrent":[84],"(RNN)":[87],"for":[88,217],"this":[89],"purpose.":[90],"We":[91],"evaluate":[92],"models":[95],"on":[96,156],"datasets":[100],"collected":[101,128],"from":[102,114,129,149],"several":[103],"volunteers":[104,131,151],"who":[105,132,152],"carried":[106,133],"tri-axial":[107,137],"accelerometer":[108],"sensors.":[109],"The":[110,139,193],"first":[111],"dataset":[112,141],"is":[113,127,147],"UCI":[116],"machine":[117],"repository,":[119],"which":[120],"contains":[121],"14":[122],"different":[123],"activities-of-daily-life":[124],"(ADL)":[125],"16":[130],"single":[135],"wrist-worn":[136],"accelerometer.":[138],"second":[140],"includes":[142],"ten":[143],"other":[144],"ADLs":[145],"gathered":[148],"eight":[150],"placed":[153],"sensors":[155],"their":[157],"hips.":[158],"Our":[159],"experiment":[160],"results":[161,194],"show":[162],"that":[163,196],"RNN":[165],"model":[166],"provides":[167,199],"accurate":[168],"performance":[169],"compared":[170],"state-of-the-art":[173],"in":[175],"classifying":[176],"fundamental":[178],"patterns":[180],"with":[181],"overall":[183,189],"accuracy":[184],"84.89%":[186],"F1-score":[190],"82.56%.":[192],"indicate":[195],"our":[197],"method":[198],"doctors":[202],"trainers":[204],"promising":[206],"way":[207],"track":[209],"understand":[211],"activities":[215],"precisely":[216],"better":[218],"treatment.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
