{"id":"https://openalex.org/W6940769694","doi":"https://doi.org/10.1109/icacs64902.2025.10937805","title":"Wearable Sensors-based Activity Classification for Intelligent Healthcare Monitoring","display_name":"Wearable Sensors-based Activity Classification for Intelligent Healthcare Monitoring","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W6940769694","doi":"https://doi.org/10.1109/icacs64902.2025.10937805"},"language":"en","primary_location":{"id":"doi:10.1109/icacs64902.2025.10937805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs64902.2025.10937805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Advancements in Computational Sciences (ICACS)","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Fakhra Nazar","orcid":null},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Fakhra Nazar","raw_affiliation_strings":["Air University,Dept. of Computer Science,Islamabad,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Dept. of Computer Science,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ahmad Jalal","orcid":null},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ahmad Jalal","raw_affiliation_strings":["Air University,Dept. of Computer Science,Islamabad,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Dept. of Computer Science,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I899713450"],"apc_list":null,"apc_paid":null,"fwci":71.3427,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99955269,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10451","display_name":"Mycorrhizal Fungi and Plant Interactions","score":0.46779999136924744,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10451","display_name":"Mycorrhizal Fungi and Plant Interactions","score":0.46779999136924744,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.13979999721050262,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.03660000115633011,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7389000058174133},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6449999809265137},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6402000188827515},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5327000021934509},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.40059998631477356},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.39719998836517334},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.38749998807907104}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7389000058174133},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6449999809265137},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6402000188827515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5781999826431274},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48750001192092896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4593999981880188},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.40059998631477356},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.39719998836517334},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.38749998807907104},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3379000127315521},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.31349998712539673},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2662999927997589},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25870001316070557},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2549999952316284}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacs64902.2025.10937805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs64902.2025.10937805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Advancements in Computational Sciences (ICACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1507216665","https://openalex.org/W1993761347","https://openalex.org/W1999712889","https://openalex.org/W2002261403","https://openalex.org/W2054780155","https://openalex.org/W2105046342","https://openalex.org/W2118262619","https://openalex.org/W2118630306","https://openalex.org/W2123504417","https://openalex.org/W2127095067","https://openalex.org/W2132691216","https://openalex.org/W2154929945","https://openalex.org/W2195342085","https://openalex.org/W2219995598","https://openalex.org/W2270470215","https://openalex.org/W2342792048","https://openalex.org/W2512840713","https://openalex.org/W2534335869","https://openalex.org/W2593796416","https://openalex.org/W2604630936","https://openalex.org/W2613485998","https://openalex.org/W2900900791","https://openalex.org/W2917008732","https://openalex.org/W2974172235","https://openalex.org/W3017424189","https://openalex.org/W3027425326","https://openalex.org/W3124653912","https://openalex.org/W3166580990","https://openalex.org/W3173400793","https://openalex.org/W3207127663","https://openalex.org/W4214514125","https://openalex.org/W4315648739","https://openalex.org/W4386474254","https://openalex.org/W4392001995","https://openalex.org/W4392157443","https://openalex.org/W4404469004","https://openalex.org/W6644811792","https://openalex.org/W6673786801","https://openalex.org/W6675948105","https://openalex.org/W6743397160","https://openalex.org/W6762112742","https://openalex.org/W6782379787","https://openalex.org/W6783365974","https://openalex.org/W6785611778","https://openalex.org/W6853735333","https://openalex.org/W6910660423"],"related_works":[],"abstract_inverted_index":{"Evaluation":[0],"of":[1,9,39,42,51,65,113,146,167],"physical":[2,22,66],"activity":[3],"is":[4,108],"relevant":[5],"for":[6,164],"the":[7,10,19,37,92,97,154,158,165],"advancement":[8],"nation\u2019s":[11],"health,":[12],"as":[13],"it":[14],"has":[15,34,142],"been":[16],"evidenced":[17],"about":[18],"connection":[20],"between":[21,172],"activities,":[23],"obesity,":[24],"metabolic":[25],"syndromes,":[26],"and":[27,77,101,120,136,170,174],"many":[28],"other":[29,132,149],"health-related":[30],"conditions.":[31],"This":[32,79,106],"evolution":[33],"led":[35],"to":[36,110],"creation":[38],"multiple":[40],"kinds":[41],"functional":[43],"datasets":[44],"that":[45,61,138],"allow":[46],"research":[47],"in":[48],"a":[49,58,143],"variety":[50],"fields.":[52],"In":[53],"this":[54],"work,":[55],"we":[56,123],"showcased":[57],"HAR":[59,103],"mechanism":[60],"distinguishes":[62],"12":[63],"forms":[64],"activities":[67,112,169],"based":[68],"on":[69],"data":[70],"coming":[71],"from":[72,91],"inertial":[73],"sensors":[74],"-":[75],"accelerometers":[76],"gyroscopes.":[78],"work":[80],"adopts":[81],"an":[82],"intelligent":[83],"healthcare":[84],"system":[85,107],"where":[86],"statistical":[87],"features":[88],"are":[89],"deployed":[90],"sensor":[93],"data,":[94],"optimized":[95],"via":[96,104],"Ant":[98],"Colony":[99],"Optimizer,":[100],"classifies":[102],"MLP.":[105],"able":[109],"identify":[111],"daily":[114],"living":[115],"affordably":[116],"with":[117,130],"high":[118,144],"accuracy":[119,145],"efficiency.":[121],"Then":[122],"also":[124],"checked":[125],"out":[126],"our":[127,139],"results":[128],"comparatively":[129],"some":[131],"machine":[133],"learning":[134],"models,":[135],"found":[137],"suggested":[140],"model":[141],"93%":[147],"than":[148],"models.":[150],"These":[151],"findings":[152],"support":[153],"fact":[155],"that,":[156],"indeed,":[157],"given":[159],"framework":[160],"can":[161],"be":[162],"employed":[163],"assessment":[166],"human":[168],"segregation":[171],"healthy":[173],"unhealthy":[175],"clients.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
