{"id":"https://openalex.org/W4390188245","doi":"https://doi.org/10.1109/iit59782.2023.10366481","title":"A CNN-MLP Deep Model for Sensor-based Human Activity Recognition","display_name":"A CNN-MLP Deep Model for Sensor-based Human Activity Recognition","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4390188245","doi":"https://doi.org/10.1109/iit59782.2023.10366481"},"language":"en","primary_location":{"id":"doi:10.1109/iit59782.2023.10366481","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iit59782.2023.10366481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Innovations in Information Technology (IIT)","raw_type":"proceedings-article"},"type":"article","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/A5093316098","display_name":"Agti Nadia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135256","display_name":"University Mohamed El Bachir El Ibrahimi of Bordj Bou Arreridj","ror":"https://ror.org/03e75b898","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210135256"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Agti Nadia","raw_affiliation_strings":["University of Mohamed El Bachir El Ibrahimi,Department of Computer Science,Bordj Bou Arreridj,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mohamed El Bachir El Ibrahimi,Department of Computer Science,Bordj Bou Arreridj,Algeria","institution_ids":["https://openalex.org/I4210135256"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sabri Lyazid","orcid":null},"institutions":[{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]},{"id":"https://openalex.org/I4210135256","display_name":"University Mohamed El Bachir El Ibrahimi of Bordj Bou Arreridj","ror":"https://ror.org/03e75b898","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210135256"]},{"id":"https://openalex.org/I4394709122","display_name":"Laboratoire Images, signaux et syst\u00e8mes intelligents","ror":"https://ror.org/00w0hef10","country_code":null,"type":"facility","lineage":["https://openalex.org/I197681013","https://openalex.org/I4394709122"]}],"countries":["DZ","FR"],"is_corresponding":false,"raw_author_name":"Sabri Lyazid","raw_affiliation_strings":["University of Mohamed El Bachir El Ibrahimi,Department of Computer Science,Bordj Bou Arreridj,Algeria","LISSI-The Laboratory of Images, Signals and Intelligent Systems, University Paris-Est Vitry-sur-Seine, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mohamed El Bachir El Ibrahimi,Department of Computer Science,Bordj Bou Arreridj,Algeria","institution_ids":["https://openalex.org/I4210135256"]},{"raw_affiliation_string":"LISSI-The Laboratory of Images, Signals and Intelligent Systems, University Paris-Est Vitry-sur-Seine, Paris, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I4394709122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009358077","display_name":"Okba Kazar","orcid":"https://orcid.org/0000-0003-0522-4954"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Kazar Okba","raw_affiliation_strings":["United Arab Emirate University,College of Information Technology,AL Ain,United Arab Emirates","UAEU - United Arab Emirates University (P.O. Box 15551,\r\nAl Ain, Abu Dhabi,\r\nUnited Arab Emirates - United Arab Emirates)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United Arab Emirate University,College of Information Technology,AL Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"UAEU - United Arab Emirates University (P.O. Box 15551,\r\nAl Ain, Abu Dhabi,\r\nUnited Arab Emirates - United Arab Emirates)","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028259567","display_name":"Chibani Abdelghani","orcid":null},"institutions":[{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]},{"id":"https://openalex.org/I4394709122","display_name":"Laboratoire Images, signaux et syst\u00e8mes intelligents","ror":"https://ror.org/00w0hef10","country_code":null,"type":"facility","lineage":["https://openalex.org/I197681013","https://openalex.org/I4394709122"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chibani Abdelghani","raw_affiliation_strings":["University Paris-Est Vitry-sur-Seine,LISSI-The Laboratory of Images, Signals and Intelligent Systems,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Paris-Est Vitry-sur-Seine,LISSI-The Laboratory of Images, Signals and Intelligent Systems,Paris,France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I4394709122"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5357,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68014538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9889000058174133,"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":0.9889000058174133,"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":0.800742506980896},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7834161520004272},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.748612642288208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7396914958953857},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5965022444725037},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5223575830459595},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5169155597686768},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5090153217315674},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4820190668106079},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.4681214392185211},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4623355567455292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39335498213768005},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35733532905578613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800742506980896},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7834161520004272},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.748612642288208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7396914958953857},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5965022444725037},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5223575830459595},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5169155597686768},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5090153217315674},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4820190668106079},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4681214392185211},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4623355567455292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39335498213768005},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35733532905578613},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iit59782.2023.10366481","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iit59782.2023.10366481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Innovations in Information Technology (IIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05349514v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05349514","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 15th International Conference on Innovations in Information Technology (IIT), Nov 2023, Al Ain, United Arab Emirates. pp.121-126, &#x27E8;10.1109/iit59782.2023.10366481&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1980243742","https://openalex.org/W2153507502","https://openalex.org/W2752561456","https://openalex.org/W2903711903","https://openalex.org/W2907255073","https://openalex.org/W2972437738","https://openalex.org/W2998376881","https://openalex.org/W3011785450","https://openalex.org/W3017361427","https://openalex.org/W3021020710","https://openalex.org/W3129393910","https://openalex.org/W3135100418","https://openalex.org/W3193597430","https://openalex.org/W4206103951","https://openalex.org/W4283722463","https://openalex.org/W4285079306","https://openalex.org/W4366377599"],"related_works":["https://openalex.org/W2988306524","https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":{"Traditional":[0],"methods":[1],"for":[2],"pattern":[3],"recognition":[4],"have":[5,15],"demonstrated":[6],"significant":[7],"advancements":[8],"in":[9,31,100,107],"recent":[10],"years.":[11],"However,":[12],"these":[13],"techniques":[14],"traditionally":[16],"relied":[17],"on":[18,126],"human":[19,74],"intervention":[20],"to":[21,38,67],"discern":[22],"crucial":[23],"insights":[24],"from":[25,42,64],"data.":[26],"Deep":[27],"learning":[28,62,83],"has":[29],"ushered":[30],"a":[32,132],"transformative":[33],"shift":[34],"by":[35],"empowering":[36],"computers":[37],"autonomously":[39],"glean":[40],"knowledge":[41],"data,":[43],"particularly":[44],"benefiting":[45],"our":[46],"understanding":[47],"of":[48,60,116,135],"how":[49],"individuals":[50],"interact":[51],"with":[52,70],"mobile":[53],"and":[54,92,118],"wearable":[55],"technology.":[56],"The":[57],"burgeoning":[58],"popularity":[59],"deep":[61,82],"stems":[63],"its":[65],"ability":[66],"operate":[68],"effectively":[69],"minimal":[71],"or":[72],"no":[73],"guidance.":[75],"This":[76],"research":[77],"introduces":[78],"an":[79],"innovative":[80],"hybrid":[81],"architecture":[84],"that":[85],"seamlessly":[86],"integrates":[87],"Convolutional":[88],"Neural":[89],"Network":[90],"(CNN)":[91],"Multi-Layer":[93],"Perceptron":[94],"(MLP)":[95],"layers.":[96,120],"While":[97],"maintaining":[98],"precision":[99],"activity":[101],"identification,":[102],"this":[103],"CNN-MLP":[104],"approach":[105],"excels":[106],"localized":[108],"feature":[109],"extraction,":[110],"made":[111],"possible":[112],"through":[113],"the":[114,127],"synergy":[115],"CNN":[117],"MLP":[119],"Our":[121],"model":[122],"delivered":[123],"outstanding":[124],"performance":[125],"UCI":[128],"HAR":[129],"dataset,":[130],"achieving":[131],"classification":[133],"accuracy":[134],"97.14%.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
