{"id":"https://openalex.org/W2915326201","doi":"https://doi.org/10.3390/s19040880","title":"Recognizing Physical Activity of Older People from Wearable Sensors and Inconsistent Data","display_name":"Recognizing Physical Activity of Older People from Wearable Sensors and Inconsistent Data","publication_year":2019,"publication_date":"2019-02-20","ids":{"openalex":"https://openalex.org/W2915326201","doi":"https://doi.org/10.3390/s19040880","mag":"2915326201","pmid":"https://pubmed.ncbi.nlm.nih.gov/30791587"},"language":"en","primary_location":{"id":"doi:10.3390/s19040880","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19040880","pdf_url":"https://www.mdpi.com/1424-8220/19/4/880/pdf?version=1550655714","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/1424-8220/19/4/880/pdf?version=1550655714","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079955808","display_name":"Aimilia Papagiannaki","orcid":"https://orcid.org/0000-0003-0174-5840"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aimilia Papagiannaki","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0174-5840","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048652955","display_name":"Evangelia I. Zacharaki","orcid":"https://orcid.org/0000-0001-8228-0437"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Evangelia I. Zacharaki","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":"https://orcid.org/0000-0001-8228-0437","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018538322","display_name":"Gerasimos Kalouris","orcid":"https://orcid.org/0000-0001-7198-0032"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Gerasimos Kalouris","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040395382","display_name":"Spyridon Kalogiannis","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spyridon Kalogiannis","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040383598","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u0394\u03b5\u03bb\u03c4\u03bf\u03cd\u03b6\u03bf\u03c2","orcid":"https://orcid.org/0000-0003-2227-4558"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Deltouzos","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022539211","display_name":"John Ellul","orcid":null},"institutions":[{"id":"https://openalex.org/I2801754460","display_name":"General University Hospital of Patras","ror":"https://ror.org/03c3d1v10","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I2801754460"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"John Ellul","raw_affiliation_strings":["Department of Neurology, University Hospital of Patras, 26504 Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Hospital of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I2801754460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046892627","display_name":"Vasileios Megalooikonomou","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Megalooikonomou","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, 26504 Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048652955"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.9776,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.93172286,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"19","issue":"4","first_page":"880","last_page":"880"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9460999965667725,"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":0.911300003528595,"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/wearable-computer","display_name":"Wearable computer","score":0.809139609336853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6943672299385071},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5955476760864258},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5919609665870667},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5790064334869385},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5738339424133301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5695492029190063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5573166608810425},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5279561281204224},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5103792548179626},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4686794877052307},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42716240882873535},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4259451925754547},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4040021598339081},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23082375526428223},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13633018732070923}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.809139609336853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6943672299385071},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5955476760864258},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5919609665870667},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5790064334869385},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5738339424133301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5695492029190063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5573166608810425},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5279561281204224},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5103792548179626},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4686794877052307},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42716240882873535},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4259451925754547},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4040021598339081},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23082375526428223},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13633018732070923},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D000076251","descriptor_name":"Wearable Electronic Devices","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":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","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":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","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":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":6,"locations":[{"id":"doi:10.3390/s19040880","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19040880","pdf_url":"https://www.mdpi.com/1424-8220/19/4/880/pdf?version=1550655714","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:30791587","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30791587","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:e78dc76304484af19cb5f91466f97c44","is_oa":true,"landing_page_url":"https://doaj.org/article/e78dc76304484af19cb5f91466f97c44","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 19, Iss 4, p 880 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5431232","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6412200","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/4/880/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19040880","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:6412200","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6412200","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/s19040880","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19040880","pdf_url":"https://www.mdpi.com/1424-8220/19/4/880/pdf?version=1550655714","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":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G361044714","display_name":null,"funder_award_id":"H2020- PHC-21-2015 - 690140","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2915326201.pdf","grobid_xml":"https://content.openalex.org/works/W2915326201.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W22482183","https://openalex.org/W763891248","https://openalex.org/W1555412385","https://openalex.org/W1808644423","https://openalex.org/W1840528038","https://openalex.org/W1857382374","https://openalex.org/W1969069964","https://openalex.org/W1981515531","https://openalex.org/W2002261403","https://openalex.org/W2011194579","https://openalex.org/W2012557818","https://openalex.org/W2014601643","https://openalex.org/W2023302299","https://openalex.org/W2033900397","https://openalex.org/W2034205244","https://openalex.org/W2050445983","https://openalex.org/W2090805767","https://openalex.org/W2098043650","https://openalex.org/W2105046342","https://openalex.org/W2126511896","https://openalex.org/W2131241448","https://openalex.org/W2136922672","https://openalex.org/W2153635508","https://openalex.org/W2164059021","https://openalex.org/W2270470215","https://openalex.org/W2288074780","https://openalex.org/W2300911389","https://openalex.org/W2310058158","https://openalex.org/W2318969030","https://openalex.org/W2361627029","https://openalex.org/W2549195455","https://openalex.org/W2565888390","https://openalex.org/W2578674746","https://openalex.org/W2598826230","https://openalex.org/W2742542632","https://openalex.org/W2754342515","https://openalex.org/W2770983662","https://openalex.org/W2781626483","https://openalex.org/W2783378106","https://openalex.org/W2869974407","https://openalex.org/W2889572645","https://openalex.org/W2900918749","https://openalex.org/W2901118369","https://openalex.org/W2902739757","https://openalex.org/W2914256020","https://openalex.org/W2953384591","https://openalex.org/W3120421331","https://openalex.org/W6696429117","https://openalex.org/W6713134421","https://openalex.org/W6742327827"],"related_works":["https://openalex.org/W3083218341","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":{"The":[0,109],"physiological":[1],"monitoring":[2],"of":[3,17],"older":[4,58],"people":[5,59],"using":[6],"wearable":[7],"sensors":[8],"has":[9],"shown":[10],"great":[11],"potential":[12],"in":[13,37,79],"improving":[14],"their":[15,25],"quality":[16],"life":[18],"and":[19,63],"preventing":[20],"undesired":[21],"events":[22],"related":[23],"to":[24,71,76,99],"health":[26],"status.":[27],"Nevertheless,":[28],"creating":[29],"robust":[30],"predictive":[31],"models":[32],"from":[33],"data":[34,102,122],"collected":[35],"unobtrusively":[36],"home":[38],"environments":[39],"can":[40,117],"be":[41],"challenging,":[42],"especially":[43],"for":[44,57,119],"vulnerable":[45],"ageing":[46],"population.":[47],"Under":[48],"that":[49,112],"premise,":[50],"we":[51,84],"propose":[52],"an":[53],"activity":[54],"recognition":[55],"scheme":[56],"exploiting":[60],"feature":[61],"extraction":[62],"machine":[64],"learning,":[65],"along":[66],"with":[67,89],"heuristic":[68],"computational":[69],"solutions":[70],"address":[72],"the":[73,86,113],"challenges":[74],"due":[75],"inconsistent":[77],"measurements":[78],"non-standardized":[80],"environments.":[81],"In":[82],"addition,":[83],"compare":[85],"customized":[87],"pipeline":[88],"deep":[90,115],"learning":[91],"architectures,":[92],"such":[93],"as":[94],"convolutional":[95],"neural":[96],"networks,":[97],"applied":[98],"raw":[100],"sensor":[101],"without":[103],"any":[104],"pre-":[105],"or":[106],"post-processing":[107],"adjustments.":[108],"results":[110],"demonstrate":[111],"generalizable":[114],"architectures":[116],"compensate":[118],"inconsistencies":[120],"during":[121],"acquisition":[123],"providing":[124],"a":[125],"valuable":[126],"alternative.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}