{"id":"https://openalex.org/W4405488233","doi":"https://doi.org/10.1109/jiot.2024.3519225","title":"Dual-Stage Attention-Based Model for Rehabilitation Activity Recognition Using Data From Wearable Sensors","display_name":"Dual-Stage Attention-Based Model for Rehabilitation Activity Recognition Using Data From Wearable Sensors","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405488233","doi":"https://doi.org/10.1109/jiot.2024.3519225"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3519225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3519225","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/jiot.2024.3519225","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013101143","display_name":"Youness El Marhraoui","orcid":"https://orcid.org/0000-0001-5433-2332"},"institutions":[{"id":"https://openalex.org/I48825208","display_name":"Universit\u00e9 Paris 8","ror":"https://ror.org/04wez5e68","country_code":"FR","type":"education","lineage":["https://openalex.org/I48825208"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Youness El Marhraoui","raw_affiliation_strings":["Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France"],"raw_orcid":"https://orcid.org/0000-0001-5433-2332","affiliations":[{"raw_affiliation_string":"Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France","institution_ids":["https://openalex.org/I48825208"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115513181","display_name":"Ouma\u00efma Bounhar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ouma\u00efma Bounhar","raw_affiliation_strings":["Department of Machine Learning, Communications, and Security, Polytechnic Institute of Paris, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Machine Learning, Communications, and Security, Polytechnic Institute of Paris, Palaiseau, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108660464","display_name":"Mehdi Boukallel","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210122671","display_name":"Laboratoire de Physique des Interfaces et des Couches Minces","ror":"https://ror.org/023f9y602","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210095849","https://openalex.org/I4210122671","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mehdi Boukallel","raw_affiliation_strings":["Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210122671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032090065","display_name":"Margarita Anastassova","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210122671","display_name":"Laboratoire de Physique des Interfaces et des Couches Minces","ror":"https://ror.org/023f9y602","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210095849","https://openalex.org/I4210122671","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Margarita Anastassova","raw_affiliation_strings":["Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sensory and Ambient Interfaces Laboratory, CEA, Palaiseau, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210122671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051758364","display_name":"St\u00e9phane Bouilland","orcid":"https://orcid.org/0000-0002-8630-4288"},"institutions":[{"id":"https://openalex.org/I4210104139","display_name":"Fondation Hopale","ror":"https://ror.org/01p2v9z14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210104139"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Bouilland","raw_affiliation_strings":["Movement Analysis Laboratory, Hopale Foundation, Berck-sur-Mer, France"],"raw_orcid":"https://orcid.org/0000-0002-8630-4288","affiliations":[{"raw_affiliation_string":"Movement Analysis Laboratory, Hopale Foundation, Berck-sur-Mer, France","institution_ids":["https://openalex.org/I4210104139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101668301","display_name":"Mehdi Ammi","orcid":"https://orcid.org/0000-0003-1763-4045"},"institutions":[{"id":"https://openalex.org/I48825208","display_name":"Universit\u00e9 Paris 8","ror":"https://ror.org/04wez5e68","country_code":"FR","type":"education","lineage":["https://openalex.org/I48825208"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mehdi Ammi","raw_affiliation_strings":["Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cognition, Language, and Interaction, University of Paris 8, Saint-Denis, France","institution_ids":["https://openalex.org/I48825208"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6562,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71456933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"12","issue":"9","first_page":"11676","last_page":"11689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.8658000230789185,"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":0.8658000230789185,"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/computer-science","display_name":"Computer science","score":0.767767071723938},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7483729720115662},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4608144164085388},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.45832785964012146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43130791187286377},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32667094469070435},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3260042369365692},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2514790892601013},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13550445437431335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.767767071723938},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7483729720115662},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4608144164085388},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45832785964012146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43130791187286377},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32667094469070435},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3260042369365692},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2514790892601013},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13550445437431335},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3519225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3519225","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/jiot.2024.3519225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3519225","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W114556989","https://openalex.org/W1994595981","https://openalex.org/W2025823130","https://openalex.org/W2038577858","https://openalex.org/W2054780155","https://openalex.org/W2107726111","https://openalex.org/W2132691216","https://openalex.org/W2133137794","https://openalex.org/W2135285359","https://openalex.org/W2139734238","https://openalex.org/W2151489770","https://openalex.org/W2195342085","https://openalex.org/W2247209766","https://openalex.org/W2320625002","https://openalex.org/W2342792048","https://openalex.org/W2522625724","https://openalex.org/W2549195455","https://openalex.org/W2569489387","https://openalex.org/W2598391117","https://openalex.org/W2733722625","https://openalex.org/W2751594996","https://openalex.org/W2789892275","https://openalex.org/W2898613849","https://openalex.org/W2899004171","https://openalex.org/W2916712302","https://openalex.org/W2943401312","https://openalex.org/W2963993350","https://openalex.org/W2965144482","https://openalex.org/W2973255917","https://openalex.org/W2980608491","https://openalex.org/W2981836045","https://openalex.org/W2992552571","https://openalex.org/W3011785450","https://openalex.org/W3017361427","https://openalex.org/W3022133901","https://openalex.org/W3022643593","https://openalex.org/W3037783247","https://openalex.org/W3039232647","https://openalex.org/W3044326989","https://openalex.org/W3082967735","https://openalex.org/W3109650690","https://openalex.org/W3135100418","https://openalex.org/W3138059307","https://openalex.org/W3140211173","https://openalex.org/W3156725333","https://openalex.org/W3167322697","https://openalex.org/W3172892636","https://openalex.org/W3173400793","https://openalex.org/W3185191651","https://openalex.org/W3185580468","https://openalex.org/W3193597430","https://openalex.org/W3194077052","https://openalex.org/W3210766530","https://openalex.org/W4200509373","https://openalex.org/W4214843096","https://openalex.org/W4224228159","https://openalex.org/W4224315579","https://openalex.org/W4289731865","https://openalex.org/W4313646859","https://openalex.org/W4388723256","https://openalex.org/W6632865047","https://openalex.org/W6679978652","https://openalex.org/W6754753205","https://openalex.org/W6757477542","https://openalex.org/W6990696534"],"related_works":["https://openalex.org/W2294565841","https://openalex.org/W3204276839","https://openalex.org/W4229671472","https://openalex.org/W2513792068","https://openalex.org/W2519522639","https://openalex.org/W4293469093","https://openalex.org/W2012157391","https://openalex.org/W2585232498","https://openalex.org/W2562087406","https://openalex.org/W2122277836"],"abstract_inverted_index":{"This":[0],"study":[1,25,103],"addresses":[2],"the":[3,16,28,31,43,53,56,60,81,115,119,130,167,176],"critical":[4],"need":[5],"for":[6,10,153,181],"effective":[7],"rehabilitation":[8,69,155,186],"monitoring":[9,50,187],"individuals":[11],"with":[12,97,107],"gait":[13,40],"issues":[14],"through":[15,126],"integration":[17,168],"of":[18,45,55,118,133,169,178],"interpretable":[19,121],"artificial":[20],"intelligence":[21],"(AI)":[22],"models.":[23],"The":[24,102],"meticulously":[26],"details":[27],"methodology,":[29],"emphasizing":[30],"systematic":[32],"data":[33,75,90,137],"collection":[34],"process,":[35],"participant":[36],"categorization":[37],"based":[38],"on":[39],"severity,":[41],"and":[42,65,74,80,88,110,138,175,184],"deployment":[44],"a":[46,92,98],"novel":[47],"physical":[48],"activity":[49],"device.":[51],"Through":[52],"lens":[54],"Berg":[57],"balance":[58,66],"test,":[59],"analysis":[61],"scrutinizes":[62],"functional":[63],"mobility":[64],"across":[67],"seven":[68],"activities.":[70],"Data":[71],"augmentation":[72],"techniques":[73],"preprocessing":[76],"methods":[77],"are":[78],"employed,":[79],"proposed":[82,120],"hybrid":[83],"model":[84,146],"combines":[85],"both":[86],"time":[87],"frequency-domain":[89],"using":[91],"multibranch":[93],"CNN-BiLSTM":[94],"architecture":[95],"embedded":[96],"dual-stage":[99],"attention":[100,127],"mechanism.":[101],"compares":[104],"our":[105],"approach":[106],"machine":[108],"learning":[109,112],"deep":[111],"models,":[113],"showcasing":[114],"superior":[116],"performance":[117],"architecture.":[122],"Interpretability":[123],"is":[124],"highlighted":[125],"mechanisms,":[128],"revealing":[129],"model\u2019s":[131],"prioritization":[132],"fast":[134],"Fourier":[135],"transform-transformed":[136],"its":[139],"ability":[140],"to":[141,150],"identify":[142],"influential":[143],"branches.":[144],"Our":[145],"provides":[147],"transparent":[148],"insights":[149],"healthcare":[151],"professionals":[152],"personalized":[154],"strategies.":[156],"These":[157],"results":[158],"show":[159],"high":[160],"potential":[161],"in":[162],"developing":[163],"real-time":[164],"applications,":[165],"including":[166],"additional":[170],"sensor":[171],"modalities,":[172],"interdisciplinary":[173],"collaborations,":[174],"expansion":[177],"demographic":[179],"inclusivity":[180],"more":[182],"robust":[183],"applicable":[185],"solutions.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
