{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T03:53:17Z","timestamp":1776397997964,"version":"3.51.2"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,5,1]]},"DOI":"10.1109\/jiot.2024.3519225","type":"journal-article","created":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T19:24:04Z","timestamp":1734463444000},"page":"11676-11689","source":"Crossref","is-referenced-by-count":3,"title":["Dual-Stage Attention-Based Model for Rehabilitation Activity Recognition Using Data From Wearable Sensors"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5433-2332","authenticated-orcid":false,"given":"Youness El","family":"Marhraoui","sequence":"first","affiliation":[{"name":"Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ouma\u00efma","family":"Bounhar","sequence":"additional","affiliation":[{"name":"Department of Machine Learning, Communications, and Security, Polytechnic Institute of Paris, Palaiseau, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehdi","family":"Boukallel","sequence":"additional","affiliation":[{"name":"Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Margarita","family":"Anastassova","sequence":"additional","affiliation":[{"name":"Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8630-4288","authenticated-orcid":false,"given":"St\u00e9phane","family":"Bouilland","sequence":"additional","affiliation":[{"name":"Movement Analysis Laboratory, Hopale Foundation, Berck-sur-Mer, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehdi","family":"Ammi","sequence":"additional","affiliation":[{"name":"Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s21165589"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107561"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-015-0270-2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/11788485_10"},{"key":"ref5","first-page":"26","article-title":"A comparison of event models for naive Bayes text classification","volume-title":"Proc. AAAI Workshop Learn. Text Categorization","author":"McCallum"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.06.053"},{"issue":"13","key":"ref7","first-page":"66","article-title":"Dimensionality reduction: A comparative","volume":"10","author":"Van Der Maaten","year":"2009","journal-title":"J. Mach. Learn. Res."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85030-2_8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/surv.2012.110112.00192"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/s151229858"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s40860-021-00147-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/iccp.2016.7737171"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/embc.2018.8512252"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2949286"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1379"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/16501970500302793"},{"issue":"1","key":"ref18","doi-asserted-by":"crossref","first-page":"e4","DOI":"10.2196\/rehab.8548","article-title":"Evolution of cognitive rehabilitation after stroke from traditional techniques to smart and personalized home-based information and communication technology systems: Literature review","volume":"5","author":"Cogollor","year":"2018","journal-title":"JMIR Rehabil. Assist. Technol."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/itab.2003.1222530"},{"issue":"9","key":"ref20","first-page":"S220","article-title":"Wearable movement sensors for rehabilitation: A focused review of technological and clinical advances","volume":"10","author":"Porciuncula","year":"2018","journal-title":"PM&R"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.21037\/mhealth-20-131"},{"issue":"22","key":"ref22","doi-asserted-by":"crossref","first-page":"9194","DOI":"10.3390\/s23229194","article-title":"CNN-based self-attention weight extraction for fall event prediction using balance test score","volume":"23","author":"El Marhraoui","year":"2023","journal-title":"Sensors"},{"issue":"9","key":"ref23","doi-asserted-by":"crossref","first-page":"2630","DOI":"10.3390\/s20092630","article-title":"A wearable system to objectify assessment of motor tasks for supporting parkinson\u2019s disease diagnosis","volume":"20","author":"Rovini","year":"2020","journal-title":"Sensors"},{"issue":"9","key":"ref24","doi-asserted-by":"crossref","first-page":"3225","DOI":"10.3390\/s22093225","article-title":"The use of wearable sensors for preventing, assessing, and informing recovery from sport-related musculoskeletal injuries: A systematic scoping review","volume":"22","author":"Preatoni","year":"2022","journal-title":"Sensors"},{"issue":"24","key":"ref25","doi-asserted-by":"crossref","first-page":"8221","DOI":"10.3390\/s21248221","article-title":"A systematic review of diagnostic accuracy and clinical applications of wearable movement sensors for knee joint rehabilitation","volume":"21","author":"Prill","year":"2021","journal-title":"Sensors"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/02640414.2019.1690960"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3020600"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.2006190"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2010.23"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CarpathianCC.2014.6843636"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.263"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.09.070"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.59.4013"},{"key":"ref34","first-page":"370","article-title":"Multiple and partial periodicity mining in time series databases","volume-title":"Proc. ECAI","author":"Berberidis"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(94)90079-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2017.2650217"},{"issue":"15","key":"ref37","doi-asserted-by":"crossref","first-page":"5787","DOI":"10.3390\/s22155787","article-title":"Interpretable passive multi-modal sensor fusion for human identification and activity recognition","volume":"22","author":"Yuan","year":"2022","journal-title":"Sensors"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2020.0209"},{"issue":"4","key":"ref39","doi-asserted-by":"crossref","first-page":"1476","DOI":"10.3390\/s22041476","article-title":"Deep learning in human activity recognition with wearable sensors: A review on advances","volume":"22","author":"Zhang","year":"2022","journal-title":"Sensors"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.04.032"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/BIGCOMP.2017.7881728"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3123021.3123046"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2991\/icaita-16.2016.13"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/AFRICA.2019.8843403"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7316954"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/computers11050058"},{"issue":"5","key":"ref47","doi-asserted-by":"crossref","first-page":"1636","DOI":"10.3390\/s21051636","article-title":"LSTM networks using smartphone data for sensor-based human activity recognition in smart homes","volume":"21","author":"Mekruksavanich","year":"2021","journal-title":"Sensors"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2982225"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIIC48513.2020.9065078"},{"issue":"4","key":"ref50","first-page":"160","article-title":"An effective deep autoencoder approach for online smartphone-based human activity recognition","volume":"17","author":"Almaslukh","year":"2017","journal-title":"Int. J. Comput. Sci. Netw. Secur."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/s19040947"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3070646"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/s22051911"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.02.024"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/431"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107728"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107671"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01332-6"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s12369-022-00883-0"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2196\/11098"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1485"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-818438-7.00009-5"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.04.019"},{"key":"ref64","first-page":"854","article-title":"Stroke and universal design","volume":"256","author":"Magnusson","year":"2018","journal-title":"Stud. Health Technol. Inf."},{"key":"ref65","volume-title":"Decision SupporT and self-mAnagement system for stRoke survivoRs","year":"2019"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.3390\/s19204491"},{"key":"ref67","article-title":"Berg balance testing","volume-title":"StatPearls [Internet]","author":"Miranda-Cantellops","year":"2023"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-021-02283-3"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/10975848\/10804621.pdf?arnumber=10804621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T05:25:25Z","timestamp":1745558725000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10804621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,1]]},"references-count":68,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2024.3519225","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,1]]}}}