{"id":"https://openalex.org/W4407930548","doi":"https://doi.org/10.5220/0013396600003911","title":"Powered Wearable Technologies for Dementia Care: Evaluating Activity Recognition Models and Dataset Challenges","display_name":"Powered Wearable Technologies for Dementia Care: Evaluating Activity Recognition Models and Dataset Challenges","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407930548","doi":"https://doi.org/10.5220/0013396600003911"},"language":"en","primary_location":{"id":"doi:10.5220/0013396600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013396600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013396600003911","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050752985","display_name":"Mariana Carvalho","orcid":"https://orcid.org/0000-0003-2190-4319"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mariana Carvalho","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085417970","display_name":"In\u00eas de Almeida Rocha","orcid":"https://orcid.org/0000-0002-1367-5336"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"In\u00eas Rocha","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106156536","display_name":"Marcelo Arantes","orcid":"https://orcid.org/0000-0003-3611-3974"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marcelo Arantes","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116418069","display_name":"Ricardo Linhares","orcid":null},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Linhares","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102820691","display_name":"Jos\u00e9 Soares","orcid":"https://orcid.org/0000-0003-3757-9901"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Soares","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012455083","display_name":"Ant\u00f3nio H. J. Moreira","orcid":"https://orcid.org/0000-0002-2148-9146"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Moreira","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008817714","display_name":"Jo\u00e3o L. Vila\u00e7a","orcid":"https://orcid.org/0000-0002-4196-5357"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Vila\u00e7a","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070124176","display_name":"Dem\u00e9trio Matos","orcid":"https://orcid.org/0000-0003-4417-6115"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Dem\u00e9trio Matos","raw_affiliation_strings":["Research Institute for Design, Media and Culture (ID+), School of Design, Polytechnic of C\u00e1vado and Ave,  4750-810 Barcelos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Design, Media and Culture (ID+), School of Design, Polytechnic of C\u00e1vado and Ave,  4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077862891","display_name":"Pedro Morais","orcid":"https://orcid.org/0000-0002-1774-7093"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Morais","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071982498","display_name":"V\u0131\u0301tor Carvalho","orcid":"https://orcid.org/0000-0003-4658-5844"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"V\u00edtor Carvalho","raw_affiliation_strings":["2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2Ai\u2212School of Technology, Polytechnic University of C\u00e1vado and Ave (IPCA),  Campus of IPCA, 4750-810 Barcelos, Portugal","institution_ids":["https://openalex.org/I185808892"]},{"raw_affiliation_string":"LASI\u2212Associate Laboratory of Intelligent Systems, 4800-058 Guimar\u00e3es, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I185808892"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"995","last_page":"1006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9782999753952026,"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":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7271523475646973},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7169971466064453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6391542553901672},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5133680105209351},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40992119908332825},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34126386046409607},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18859001994132996},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16620051860809326}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7271523475646973},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7169971466064453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6391542553901672},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5133680105209351},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40992119908332825},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34126386046409607},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18859001994132996},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16620051860809326},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013396600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013396600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013396600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013396600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2012157391","https://openalex.org/W2585232498","https://openalex.org/W2562087406","https://openalex.org/W3047461507","https://openalex.org/W3126390843"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}