{"id":"https://openalex.org/W3178681001","doi":"https://doi.org/10.3390/s21144713","title":"Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers","display_name":"Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers","publication_year":2021,"publication_date":"2021-07-09","ids":{"openalex":"https://openalex.org/W3178681001","doi":"https://doi.org/10.3390/s21144713","mag":"3178681001","pmid":"https://pubmed.ncbi.nlm.nih.gov/34300453"},"language":"en","primary_location":{"id":"doi:10.3390/s21144713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144713","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4713/pdf?version=1626067809","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/1424-8220/21/14/4713/pdf?version=1626067809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021009632","display_name":"Mariem Abid","orcid":"https://orcid.org/0000-0002-2751-6619"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mariem Abid","raw_affiliation_strings":["LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2751-6619","affiliations":[{"raw_affiliation_string":"LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","institution_ids":["https://openalex.org/I200745827"]},{"raw_affiliation_string":"Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013949089","display_name":"Amal Khabou","orcid":null},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amal Khabou","raw_affiliation_strings":["INRS, Centre \u00c9nergie, Mat\u00e9riaux et T\u00e9l\u00e9communications, Montreal, QC G1K 9A9, Canada","Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS, Centre \u00c9nergie, Mat\u00e9riaux et T\u00e9l\u00e9communications, Montreal, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]},{"raw_affiliation_string":"Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013490424","display_name":"Youssef Ouakrim","orcid":"https://orcid.org/0000-0002-4117-052X"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Youssef Ouakrim","raw_affiliation_strings":["LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","institution_ids":["https://openalex.org/I200745827"]},{"raw_affiliation_string":"Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081367251","display_name":"Hugo Watel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]},{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hugo Watel","raw_affiliation_strings":["D\u00e9partement de G\u00e9nie des Syst\u00e9mes, \u00c9cole de Technologie Sup\u00e9rieure (\u00c9TS), Montreal, QC H3C 1K3, Canada","Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de G\u00e9nie des Syst\u00e9mes, \u00c9cole de Technologie Sup\u00e9rieure (\u00c9TS), Montreal, QC H3C 1K3, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091891919","display_name":"Safouene Chemcki","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]}],"countries":["CA","TN"],"is_corresponding":false,"raw_author_name":"Safouene Chemcki","raw_affiliation_strings":["LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","LR11TIC01, COSIM Lab., University of Carthage SUP\u2019COM, El Ghazala 2083, Tunisia","LR11TIC01, COSIM Lab., University of Carthage SUP'COM, El Ghazala 2083, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","institution_ids":["https://openalex.org/I200745827"]},{"raw_affiliation_string":"LR11TIC01, COSIM Lab., University of Carthage SUP\u2019COM, El Ghazala 2083, Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"LR11TIC01, COSIM Lab., University of Carthage SUP'COM, El Ghazala 2083, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008125047","display_name":"Amar Mitiche","orcid":"https://orcid.org/0000-0002-3097-0337"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amar Mitiche","raw_affiliation_strings":["INRS, Centre \u00c9nergie, Mat\u00e9riaux et T\u00e9l\u00e9communications, Montreal, QC G1K 9A9, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS, Centre \u00c9nergie, Mat\u00e9riaux et T\u00e9l\u00e9communications, Montreal, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090426136","display_name":"Amel Benazza\u2010Benyahia","orcid":"https://orcid.org/0000-0002-4562-2757"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Amel Benazza-Benyahia","raw_affiliation_strings":["LR11TIC01, COSIM Lab., University of Carthage SUP\u2019COM, El Ghazala 2083, Tunisia","LR11TIC01, COSIM Lab., University of Carthage SUP'COM, El Ghazala 2083, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-4562-2757","affiliations":[{"raw_affiliation_string":"LR11TIC01, COSIM Lab., University of Carthage SUP\u2019COM, El Ghazala 2083, Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"LR11TIC01, COSIM Lab., University of Carthage SUP'COM, El Ghazala 2083, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035371944","display_name":"Neila Mezghani","orcid":"https://orcid.org/0000-0002-5935-4570"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210142730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Neila Mezghani","raw_affiliation_strings":["LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5935-4570","affiliations":[{"raw_affiliation_string":"LICEF Institute, TELUQ University, Montreal, QC G1K 9H6, Canada","institution_ids":["https://openalex.org/I200745827"]},{"raw_affiliation_string":"Laboratoire LIO, Centre de Recherche du CHUM, Montreal, QC H2X 0A9, Canada","institution_ids":["https://openalex.org/I4210142730"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013949089","https://openalex.org/A5021009632"],"corresponding_institution_ids":["https://openalex.org/I200745827","https://openalex.org/I39481719","https://openalex.org/I4210142730"],"apc_list":{"value":2200,"currency":"CHF","value_usd":2376},"apc_paid":{"value":2200,"currency":"CHF","value_usd":2376},"fwci":0.8341,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71507666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"14","first_page":"4713","last_page":"4713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.980400025844574,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9447000026702881,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/activity-recognition","display_name":"Activity recognition","score":0.7750218510627747},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7169190049171448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7111333608627319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6958737373352051},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6922585368156433},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6519954204559326},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6357029676437378},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5582830309867859},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.49729254841804504},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43823760747909546},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3383341431617737},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17040467262268066}],"concepts":[{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7750218510627747},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7169190049171448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7111333608627319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6958737373352051},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6922585368156433},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6519954204559326},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6357029676437378},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5582830309867859},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.49729254841804504},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43823760747909546},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3383341431617737},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17040467262268066},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"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":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","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":"D000077321","descriptor_name":"Deep Learning","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":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","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}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21144713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144713","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4713/pdf?version=1626067809","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:34300453","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34300453","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":"Journal Article"},{"id":"pmh:oai:r-libre.teluq.ca:2842","is_oa":false,"landing_page_url":"https://r-libre.teluq.ca/2842/1/Abid2021.pdf","pdf_url":"https://r-libre.teluq.ca/2842/1/Abid2021.pdf","source":{"id":"https://openalex.org/S4306401909","display_name":"R-libre (Universit\u00e9 T\u00e9luq)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200745827","host_organization_name":"Universit\u00e9 T\u00c9LUQ","host_organization_lineage":["https://openalex.org/I200745827"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles de revues"},{"id":"pmh:oai:pubmedcentral.nih.gov:8309563","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8309563","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:a509cce4427046a5b8586e1fa9ad81f3","is_oa":true,"landing_page_url":"https://doaj.org/article/a509cce4427046a5b8586e1fa9ad81f3","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 14, p 4713 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s21144713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21144713","pdf_url":"https://www.mdpi.com/1424-8220/21/14/4713/pdf?version=1626067809","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/16","score":0.49000000953674316,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2970928647","display_name":null,"funder_award_id":"(950-231214)","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"}],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3178681001.pdf","grobid_xml":"https://content.openalex.org/works/W3178681001.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W22482183","https://openalex.org/W1484678121","https://openalex.org/W1538131130","https://openalex.org/W1538372379","https://openalex.org/W1545302199","https://openalex.org/W1551782597","https://openalex.org/W1565746575","https://openalex.org/W1583700199","https://openalex.org/W1693343509","https://openalex.org/W1968670561","https://openalex.org/W1980190659","https://openalex.org/W1981552604","https://openalex.org/W2002261403","https://openalex.org/W2003307570","https://openalex.org/W2005636467","https://openalex.org/W2008056655","https://openalex.org/W2008311091","https://openalex.org/W2012906582","https://openalex.org/W2012982311","https://openalex.org/W2017634428","https://openalex.org/W2032079330","https://openalex.org/W2051029594","https://openalex.org/W2054780155","https://openalex.org/W2059732136","https://openalex.org/W2063598276","https://openalex.org/W2088252378","https://openalex.org/W2097575504","https://openalex.org/W2105046342","https://openalex.org/W2128121198","https://openalex.org/W2135018291","https://openalex.org/W2140944144","https://openalex.org/W2163922914","https://openalex.org/W2170505850","https://openalex.org/W2171145593","https://openalex.org/W2195342085","https://openalex.org/W2295107390","https://openalex.org/W2309693750","https://openalex.org/W2313683095","https://openalex.org/W2338318698","https://openalex.org/W2344284192","https://openalex.org/W2419555713","https://openalex.org/W2462442000","https://openalex.org/W2496649356","https://openalex.org/W2540526544","https://openalex.org/W2548137270","https://openalex.org/W2552544550","https://openalex.org/W2588424569","https://openalex.org/W2736191430","https://openalex.org/W2795342689","https://openalex.org/W2802314367","https://openalex.org/W2888949514","https://openalex.org/W2892035503","https://openalex.org/W2903524341","https://openalex.org/W2903711903","https://openalex.org/W2905462079","https://openalex.org/W2941733427","https://openalex.org/W2945196816","https://openalex.org/W2950533047","https://openalex.org/W3010184906","https://openalex.org/W3012919764","https://openalex.org/W3094493083","https://openalex.org/W3104887532","https://openalex.org/W3122290193","https://openalex.org/W4242100153","https://openalex.org/W4244962552","https://openalex.org/W4255949318","https://openalex.org/W6632312326","https://openalex.org/W6632793416","https://openalex.org/W6633774736","https://openalex.org/W6637358919","https://openalex.org/W6653436135","https://openalex.org/W6718023755"],"related_works":["https://openalex.org/W2706752825","https://openalex.org/W2117913171","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W2582769230"],"abstract_inverted_index":{"Human":[0],"activity":[1,43],"recognition":[2,44,115],"(HAR)":[3],"by":[4],"wearable":[5,62],"sensor":[6,63],"devices":[7],"embedded":[8],"in":[9,20,57,106],"the":[10,87],"Internet":[11],"of":[12,30,35,46,52,68,76,86,109,117],"things":[13],"(IOT)":[14],"can":[15],"play":[16],"a":[17,41,96,101,107],"significant":[18],"role":[19],"remote":[21],"health":[22],"monitoring":[23],"and":[24,50,79,104,130],"emergency":[25],"notification":[26],"to":[27,39,54,133],"provide":[28],"healthcare":[29],"higher":[31],"standards.":[32],"The":[33,125],"purpose":[34],"this":[36],"study":[37],"is":[38],"investigate":[40],"human":[42,69],"method":[45,60,88,126],"accrued":[47],"decision":[48],"accuracy":[49],"speed":[51],"execution":[53,135],"be":[55],"applicable":[56],"healthcare.":[58],"This":[59],"classifies":[61],"acceleration":[64],"time":[65,136],"series":[66],"data":[67,82,90],"movement":[70],"using":[71],"an":[72,113],"efficient":[73],"classifier":[74],"combination":[75],"feature":[77,80],"engineering-based":[78],"learning-based":[81],"representation.":[83],"Leave-one-subject-out":[84],"cross-validation":[85],"with":[89],"acquired":[91],"from":[92],"44":[93],"subjects":[94],"wearing":[95],"single":[97],"waist-worn":[98],"accelerometer":[99],"on":[100],"smart":[102],"textile,":[103],"engaged":[105],"variety":[108],"10":[110],"activities,":[111],"yielded":[112],"average":[114],"rate":[116],"90%,":[118],"performing":[119],"significantly":[120,137],"better":[121],"than":[122],"individual":[123],"classifiers.":[124],"easily":[127],"accommodates":[128],"functional":[129],"computational":[131],"parallelization":[132],"bring":[134],"down.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
