{"id":"https://openalex.org/W3201178641","doi":"https://doi.org/10.3390/s21186207","title":"Human Activity Classification Using Multilayer Perceptron","display_name":"Human Activity Classification Using Multilayer Perceptron","publication_year":2021,"publication_date":"2021-09-16","ids":{"openalex":"https://openalex.org/W3201178641","doi":"https://doi.org/10.3390/s21186207","mag":"3201178641","pmid":"https://pubmed.ncbi.nlm.nih.gov/34577418"},"language":"en","primary_location":{"id":"doi:10.3390/s21186207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21186207","pdf_url":"https://www.mdpi.com/1424-8220/21/18/6207/pdf?version=1632417530","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/1424-8220/21/18/6207/pdf?version=1632417530","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048791330","display_name":"Ojan Majidzadeh Gorjani","orcid":"https://orcid.org/0000-0002-8657-275X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ojan Majidzadeh Gorjani","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-8657-275X","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026756043","display_name":"Radek Byrtus","orcid":"https://orcid.org/0000-0002-5641-4670"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radek Byrtus","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-5641-4670","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033959298","display_name":"Jakub Dohnal","orcid":"https://orcid.org/0000-0001-8094-1027"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jakub Dohnal","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8094-1027","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015416684","display_name":"Petr Bil\u00edk","orcid":"https://orcid.org/0000-0001-8655-778X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Bilik","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8655-778X","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022495477","display_name":"Ji\u0159\u00ed Koziorek","orcid":"https://orcid.org/0000-0002-7138-887X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Koziorek","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-7138-887X","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042254735","display_name":"Radek Mart\u00ednek","orcid":"https://orcid.org/0000-0003-2054-143X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radek Martinek","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-2054-143X","affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB\u2014Technical University of Ostrava, 700 30 Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048791330"],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.1797,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.78580737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"18","first_page":"6207","last_page":"6207"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9900000095367432,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/home-automation","display_name":"Home automation","score":0.7525588274002075},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6760603785514832},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6753833293914795},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6035387516021729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5144005417823792},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4877627491950989},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.47843387722969055},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4712693393230438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4453686475753784},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37025898694992065},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35763174295425415},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34728479385375977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24896353483200073},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1121664047241211}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7525588274002075},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6760603785514832},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6753833293914795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035387516021729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5144005417823792},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4877627491950989},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.47843387722969055},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4712693393230438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4453686475753784},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37025898694992065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35763174295425415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34728479385375977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24896353483200073},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1121664047241211},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006798","descriptor_name":"Housing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006798","descriptor_name":"Housing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006798","descriptor_name":"Housing","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":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","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":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":true}],"locations_count":7,"locations":[{"id":"doi:10.3390/s21186207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21186207","pdf_url":"https://www.mdpi.com/1424-8220/21/18/6207/pdf?version=1632417530","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:34577418","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34577418","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:e43a5f164fa14363ab480a5e1dcf7fa0","is_oa":true,"landing_page_url":"https://doaj.org/article/e43a5f164fa14363ab480a5e1dcf7fa0","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 18, p 6207 (2021)","raw_type":"article"},{"id":"pmh:oai:dspace.vsb.cz:10084/145702","is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/145702","pdf_url":null,"source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"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":"article"},{"id":"pmh:oai:europepmc.org:7364548","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8473251","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:/1424-8220/21/18/6207/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21186207","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 18; Pages: 6207","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8473251","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8473251","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/s21186207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21186207","pdf_url":"https://www.mdpi.com/1424-8220/21/18/6207/pdf?version=1632417530","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":0.44999998807907104,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3201178641.pdf","grobid_xml":"https://content.openalex.org/works/W3201178641.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1889795651","https://openalex.org/W1969307352","https://openalex.org/W1990381576","https://openalex.org/W1998115190","https://openalex.org/W2008311091","https://openalex.org/W2017634428","https://openalex.org/W2057032881","https://openalex.org/W2059732136","https://openalex.org/W2060943802","https://openalex.org/W2096053111","https://openalex.org/W2105046342","https://openalex.org/W2128073546","https://openalex.org/W2146199357","https://openalex.org/W2149723649","https://openalex.org/W2154600790","https://openalex.org/W2594116048","https://openalex.org/W2598391117","https://openalex.org/W2604630936","https://openalex.org/W2608730299","https://openalex.org/W2736191430","https://openalex.org/W2736707111","https://openalex.org/W2746819022","https://openalex.org/W2767979715","https://openalex.org/W2770265759","https://openalex.org/W2793084696","https://openalex.org/W2794717185","https://openalex.org/W2795342689","https://openalex.org/W2894341253","https://openalex.org/W2897132279","https://openalex.org/W2908501829","https://openalex.org/W2922014425","https://openalex.org/W2922207534","https://openalex.org/W2922995429","https://openalex.org/W2943307247","https://openalex.org/W2950698230","https://openalex.org/W2970999468","https://openalex.org/W2978645028","https://openalex.org/W2990371300","https://openalex.org/W2998376881","https://openalex.org/W3000601344","https://openalex.org/W3006281198","https://openalex.org/W3015014633","https://openalex.org/W3021582080","https://openalex.org/W3081126358","https://openalex.org/W3086288199","https://openalex.org/W3092739266","https://openalex.org/W3121540963","https://openalex.org/W4229899367"],"related_works":["https://openalex.org/W3003171896","https://openalex.org/W2980701909","https://openalex.org/W2059102265","https://openalex.org/W2076543106","https://openalex.org/W2474529778","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620"],"abstract_inverted_index":{"The":[0,84,96],"number":[1],"of":[2,28,43,118],"smart":[3,29,45,58],"homes":[4,9,59],"is":[5,50],"rapidly":[6],"increasing.":[7],"Smart":[8],"typically":[10],"feature":[11],"functions":[12],"such":[13],"as":[14],"voice-activated":[15],"functions,":[16],"automation,":[17],"monitoring,":[18],"and":[19,24,63,81,107],"tracking":[20],"events.":[21],"Besides":[22],"comfort":[23],"convenience,":[25],"the":[26,41,44,54],"integration":[27],"home":[30,46],"functionality":[31],"with":[32],"data":[33,55],"processing":[34],"methods":[35,110],"can":[36],"provide":[37],"valuable":[38],"information":[39],"about":[40],"well-being":[42],"residence.":[47],"This":[48,66],"study":[49],"aimed":[51],"at":[52],"taking":[53],"analysis":[56],"within":[57],"beyond":[60],"occupancy":[61],"monitoring":[62],"fall":[64],"detection.":[65],"work":[67],"uses":[68],"a":[69],"multilayer":[70],"perceptron":[71],"neural":[72],"network":[73],"to":[74],"recognize":[75],"multiple":[76],"human":[77],"activities":[78],"from":[79],"wrist-":[80],"ankle-worn":[82],"devices.":[83],"developed":[85],"models":[86],"show":[87],"very":[88],"high":[89],"recognition":[90],"accuracy":[91,100,116],"across":[92,104],"all":[93,105],"activity":[94],"classes.":[95],"cross-validation":[97],"results":[98],"indicate":[99],"levels":[101],"above":[102],"98%":[103],"models,":[106],"scoring":[108],"evaluation":[109],"only":[111],"resulted":[112],"in":[113],"an":[114],"average":[115],"reduction":[117],"10%.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}