{"id":"https://openalex.org/W4304891561","doi":"https://doi.org/10.1016/j.pmcj.2022.101703","title":"Application level performance evaluation of wearable devices for stress classification with explainable AI","display_name":"Application level performance evaluation of wearable devices for stress classification with explainable AI","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4304891561","doi":"https://doi.org/10.1016/j.pmcj.2022.101703"},"language":"en","primary_location":{"id":"doi:10.1016/j.pmcj.2022.101703","doi":"https://doi.org/10.1016/j.pmcj.2022.101703","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.pmcj.2022.101703","pdf_url":null,"source":{"id":"https://openalex.org/S140982614","display_name":"Pervasive and Mobile Computing","issn_l":"1574-1192","issn":["1574-1192","1873-1589"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pervasive and Mobile Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002239020","display_name":"Niaz Chalabianloo","orcid":"https://orcid.org/0000-0001-7228-4725","observed_orcids":["https://orcid.org/0000-0001-7228-4725"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Niaz Chalabianloo","raw_affiliation_strings":["Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7228-4725","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048205055","display_name":"Yekta Said Can","orcid":"https://orcid.org/0000-0002-6614-0183","observed_orcids":["https://orcid.org/0000-0002-6614-0183"]},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yekta Said Can","raw_affiliation_strings":["Faculty of Applied Computer Science, Universit\u00e4t Augsburg, Augsburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6614-0183","affiliations":[{"raw_affiliation_string":"Faculty of Applied Computer Science, Universit\u00e4t Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103112426","display_name":"Muhammad Umair","orcid":"https://orcid.org/0000-0002-0017-9827","observed_orcids":["https://orcid.org/0000-0002-0017-9827"]},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Umair","raw_affiliation_strings":["Newcastle University, Newcastle Upon Tyne, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0017-9827","affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle Upon Tyne, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052319399","display_name":"Corina Sas","orcid":"https://orcid.org/0000-0001-9297-9612","observed_orcids":["https://orcid.org/0000-0001-9297-9612"]},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Corina Sas","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-9297-9612","affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047492236","display_name":"Cem Ersoy","orcid":"https://orcid.org/0000-0001-7632-7067","observed_orcids":["https://orcid.org/0000-0001-7632-7067"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cem Ersoy","raw_affiliation_strings":["Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7632-7067","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002239020"],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":{"value":2320,"currency":"USD","value_usd":2320},"apc_paid":null,"fwci":2.0075,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.88174656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"87","issue":null,"first_page":"101703","last_page":"101703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.00279999990016222,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.0010999999940395355,"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/stress-detection","display_name":"stress detection","score":0.9570000171661377},{"id":"https://openalex.org/keywords/wearable-biosensors","display_name":"wearable biosensors","score":0.8500000238418579},{"id":"https://openalex.org/keywords/stress-classification","display_name":"stress classification","score":0.7350000143051147},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.906000018119812},{"id":"https://openalex.org/keywords/electrodermal-activity","display_name":"electrodermal activity","score":0.8640000224113464},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"electrocardiogram","score":0.8510000109672546},{"id":"https://openalex.org/keywords/physiological-signals","display_name":"physiological signals","score":0.6610000133514404},{"id":"https://openalex.org/keywords/feature-importance","display_name":"feature importance","score":0.4650000035762787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9112734794616699},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6060834527015686},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4934808015823364},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.424804151058197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37867337465286255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34881171584129333},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19825920462608337},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.pmcj.2022.101703","doi":"https://doi.org/10.1016/j.pmcj.2022.101703","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.pmcj.2022.101703","pdf_url":null,"source":{"id":"https://openalex.org/S140982614","display_name":"Pervasive and Mobile Computing","issn_l":"1574-1192","issn":["1574-1192","1873-1589"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pervasive and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:178572","doi":null,"is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/178572/1/Application_Level_Performance_Evaluation_of_Wearable_Devices_for_Stress_Classification_with_Explainable_AI.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/178572/1/Application_Level_Performance_Evaluation_of_Wearable_Devices_for_Stress_Classification_with_Explainable_AI.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:112136","doi":null,"is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/112136","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W401943522","https://openalex.org/W656592711","https://openalex.org/W1599366772","https://openalex.org/W1767708321","https://openalex.org/W1834554108","https://openalex.org/W1966850535","https://openalex.org/W1972200139","https://openalex.org/W1974096979","https://openalex.org/W1985772337","https://openalex.org/W1988752724","https://openalex.org/W1993785993","https://openalex.org/W1994443708","https://openalex.org/W2009348399","https://openalex.org/W2018513080","https://openalex.org/W2037549735","https://openalex.org/W2041737922","https://openalex.org/W2052895717","https://openalex.org/W2056132907","https://openalex.org/W2081189996","https://openalex.org/W2088794999","https://openalex.org/W2115860381","https://openalex.org/W2120357670","https://openalex.org/W2141007997","https://openalex.org/W2144961120","https://openalex.org/W2154290668","https://openalex.org/W2154776925","https://openalex.org/W2155520195","https://openalex.org/W2167262287","https://openalex.org/W2177870565","https://openalex.org/W2184481998","https://openalex.org/W2296659055","https://openalex.org/W2322248124","https://openalex.org/W2330066387","https://openalex.org/W2333099265","https://openalex.org/W2485413767","https://openalex.org/W2516809705","https://openalex.org/W2534209845","https://openalex.org/W2587035538","https://openalex.org/W2589100236","https://openalex.org/W2590544588","https://openalex.org/W2594246976","https://openalex.org/W2605376995","https://openalex.org/W2606585248","https://openalex.org/W2615933734","https://openalex.org/W2618581983","https://openalex.org/W2618851150","https://openalex.org/W2626113459","https://openalex.org/W2742338588","https://openalex.org/W2758471198","https://openalex.org/W2768348081","https://openalex.org/W2783539613","https://openalex.org/W2789777954","https://openalex.org/W2792140820","https://openalex.org/W2798301086","https://openalex.org/W2805093766","https://openalex.org/W2808698744","https://openalex.org/W2885403181","https://openalex.org/W2893647043","https://openalex.org/W2899001520","https://openalex.org/W2902240649","https://openalex.org/W2905015523","https://openalex.org/W2910424258","https://openalex.org/W2911954375","https://openalex.org/W2911964244","https://openalex.org/W2912083425","https://openalex.org/W2913221914","https://openalex.org/W2914783728","https://openalex.org/W2914874661","https://openalex.org/W2916057939","https://openalex.org/W2917316317","https://openalex.org/W2922067130","https://openalex.org/W2937732310","https://openalex.org/W2938169034","https://openalex.org/W2945596943","https://openalex.org/W2945961700","https://openalex.org/W2948808886","https://openalex.org/W2953978148","https://openalex.org/W2957009284","https://openalex.org/W2961297883","https://openalex.org/W2963323264","https://openalex.org/W2969280247","https://openalex.org/W2972945127","https://openalex.org/W2973723471","https://openalex.org/W2988735385","https://openalex.org/W2999454565","https://openalex.org/W3004024324","https://openalex.org/W3005701779","https://openalex.org/W3008738603","https://openalex.org/W3009698047","https://openalex.org/W3013227193","https://openalex.org/W3013653530","https://openalex.org/W3026742372","https://openalex.org/W3038247818","https://openalex.org/W3043145447","https://openalex.org/W3082076610","https://openalex.org/W3088371165","https://openalex.org/W3094585968","https://openalex.org/W3115968411","https://openalex.org/W3116194568","https://openalex.org/W3116924158","https://openalex.org/W3117902514","https://openalex.org/W3123480667","https://openalex.org/W3126793684","https://openalex.org/W3127637041","https://openalex.org/W3129987792","https://openalex.org/W3134725447","https://openalex.org/W3137041257","https://openalex.org/W3154610942","https://openalex.org/W3175962586","https://openalex.org/W3186867826","https://openalex.org/W3190066124","https://openalex.org/W4206011981","https://openalex.org/W4229953823","https://openalex.org/W4234249932","https://openalex.org/W4236444672","https://openalex.org/W4237569247","https://openalex.org/W4239253651","https://openalex.org/W4245694139","https://openalex.org/W4256169645","https://openalex.org/W4285647942","https://openalex.org/W4285786982","https://openalex.org/W4292528167","https://openalex.org/W4301062550","https://openalex.org/W4301429318"],"related_works":["https://openalex.org/W4416960499","https://openalex.org/W2953750776","https://openalex.org/W3011779818","https://openalex.org/W4292862515","https://openalex.org/W4407158118","https://openalex.org/W4398140844","https://openalex.org/W4400895650","https://openalex.org/W4372266834","https://openalex.org/W2910424258","https://openalex.org/W4211009392"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-10-13T00:00:00"}