{"id":"https://openalex.org/W4293863295","doi":"https://doi.org/10.1109/siu55565.2022.9864690","title":"Giyilebilir Sens\u00f6rler ile \u0130nsan Hareketlerini \u0130zleme Human Activity Monitoring via Wearable Sensors","display_name":"Giyilebilir Sens\u00f6rler ile \u0130nsan Hareketlerini \u0130zleme Human Activity Monitoring via Wearable Sensors","publication_year":2022,"publication_date":"2022-05-15","ids":{"openalex":"https://openalex.org/W4293863295","doi":"https://doi.org/10.1109/siu55565.2022.9864690"},"language":"en","primary_location":{"id":"doi:10.1109/siu55565.2022.9864690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864690","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","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/A5037373502","display_name":"M\u00fccahit Alt\u0131nta\u015f","orcid":"https://orcid.org/0000-0001-5796-3076"},"institutions":[{"id":"https://openalex.org/I54324688","display_name":"Stantec (Canada)","ror":"https://ror.org/01gd3da15","country_code":"CA","type":"company","lineage":["https://openalex.org/I54324688"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mucahit Altintas","raw_affiliation_strings":["İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","stanbul Teknik &#x00DC","niversitesi, &#x0130","rkiye","ltesi, &#x0130","im Fak&#x00FC","stanbul, T&#x00FC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","institution_ids":[]},{"raw_affiliation_string":"stanbul Teknik &#x00DC","institution_ids":[]},{"raw_affiliation_string":"niversitesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"ltesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"im Fak&#x00FC","institution_ids":[]},{"raw_affiliation_string":"stanbul, T&#x00FC","institution_ids":["https://openalex.org/I54324688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026341461","display_name":"Nilay T\u00fcfek","orcid":"https://orcid.org/0000-0002-0446-1299"},"institutions":[{"id":"https://openalex.org/I54324688","display_name":"Stantec (Canada)","ror":"https://ror.org/01gd3da15","country_code":"CA","type":"company","lineage":["https://openalex.org/I54324688"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nilay Tufek","raw_affiliation_strings":["İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","stanbul Teknik &#x00DC","im Fak&#x00FC","stanbul, T&#x00FC","niversitesi, &#x0130","rkiye","ltesi, &#x0130"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","institution_ids":[]},{"raw_affiliation_string":"stanbul Teknik &#x00DC","institution_ids":[]},{"raw_affiliation_string":"im Fak&#x00FC","institution_ids":[]},{"raw_affiliation_string":"stanbul, T&#x00FC","institution_ids":["https://openalex.org/I54324688"]},{"raw_affiliation_string":"niversitesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"ltesi, &#x0130","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069870447","display_name":"Murat Yal\u00e7\u0131n","orcid":"https://orcid.org/0000-0002-1129-8960"},"institutions":[{"id":"https://openalex.org/I54324688","display_name":"Stantec (Canada)","ror":"https://ror.org/01gd3da15","country_code":"CA","type":"company","lineage":["https://openalex.org/I54324688"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Murat Yalcin","raw_affiliation_strings":["İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","rkiye","ltesi, &#x0130","niversitesi, &#x0130","stanbul, T&#x00FC","im Fak&#x00FC","stanbul Teknik &#x00DC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İstanbul Teknik Üniversitesi,Bilgisayar Bilişim Fakültesi,İstanbul,Türkiye","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"ltesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"niversitesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"stanbul, T&#x00FC","institution_ids":["https://openalex.org/I54324688"]},{"raw_affiliation_string":"im Fak&#x00FC","institution_ids":[]},{"raw_affiliation_string":"stanbul Teknik &#x00DC","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421473","display_name":"Yi Li","orcid":"https://orcid.org/0000-0002-2856-7290"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Li","raw_affiliation_strings":["Manchester Üniversitesi,Malzeme Fakültesi,Manchester,Birleşik Krallık","ik Krall&#x0131","ltesi, Manchester &#x00DC","Malzeme Fak&#x00FC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Üniversitesi,Malzeme Fakültesi,Manchester,Birleşik Krallık","institution_ids":[]},{"raw_affiliation_string":"ik Krall&#x0131","institution_ids":[]},{"raw_affiliation_string":"ltesi, Manchester &#x00DC","institution_ids":[]},{"raw_affiliation_string":"Malzeme Fak&#x00FC","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052056327","display_name":"Senem Kur\u015fun Bahad\u0131r","orcid":"https://orcid.org/0000-0003-1537-2475"},"institutions":[{"id":"https://openalex.org/I54324688","display_name":"Stantec (Canada)","ror":"https://ror.org/01gd3da15","country_code":"CA","type":"company","lineage":["https://openalex.org/I54324688"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Senem Kursun Bahadir","raw_affiliation_strings":["İstanbul Teknik Üniversitesi,Makina Fakültesi,İstanbul,Türkiye","niversitesi, &#x0130","rkiye","stanbul Teknik &#x00DC","ltesi, &#x0130","stanbul, T&#x00FC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İstanbul Teknik Üniversitesi,Makina Fakültesi,İstanbul,Türkiye","institution_ids":[]},{"raw_affiliation_string":"niversitesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"stanbul Teknik &#x00DC","institution_ids":[]},{"raw_affiliation_string":"ltesi, &#x0130","institution_ids":[]},{"raw_affiliation_string":"stanbul, T&#x00FC","institution_ids":["https://openalex.org/I54324688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.059,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26669979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9886999726295471,"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":0.9886999726295471,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9603000283241272,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8688194751739502},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.7150226831436157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6642765998840332},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5848290920257568},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4785785675048828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4588083028793335},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.4580804705619812},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4474312961101532},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35292714834213257},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33117109537124634},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23407581448554993}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8688194751739502},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.7150226831436157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6642765998840332},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5848290920257568},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4785785675048828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4588083028793335},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.4580804705619812},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4474312961101532},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35292714834213257},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33117109537124634},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23407581448554993},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu55565.2022.9864690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864690","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/69840","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/69840","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"In":[0,73],"recent":[1],"years,":[2],"the":[3,22,39,55,93,102,117,121],"use":[4],"of":[5,14,25,54,64,92,110],"wearable":[6,26,79],"devices":[7],"in":[8,34,38,62,120],"many":[9,35],"areas":[10],"has":[11,19,83],"emerged.":[12],"Recognition":[13],"human":[15,29,32,81],"behavior":[16,30,82],"and":[17,70,97],"movements":[18],"become":[20],"almost":[21],"essential":[23],"component":[24],"devices.":[27],"Monitoring":[28],"enhances":[31],"life":[33],"fields,":[36],"especially":[37],"health":[40],"sector.":[41],"Wearable":[42],"sensors":[43],"are":[44,71,105],"preferred":[45],"for":[46],"motion":[47],"tracking":[48],"because":[49],"they":[50],"can":[51],"work":[52],"independently":[53],"location,":[56],"cause":[57],"less":[58],"discomfort":[59],"to":[60,101,116],"users":[61],"terms":[63],"privacy":[65],"than":[66],"other":[67],"sensing":[68],"devices,":[69],"inexpensive.":[72],"this":[74],"study,":[75],"using":[76],"data":[77],"from":[78],"sensors,":[80],"been":[84],"predicted":[85],"with":[86],"deep":[87],"learning":[88],"methods.":[89],"The":[90,107],"contributions":[91],"spectrogram,":[94],"wavelet":[95],"transform":[96],"time-based":[98],"feature":[99],"spaces":[100],"prediction":[103,108],"performance":[104,109],"analyzed.":[106],"our":[111],"developed":[112],"model":[113],"is":[114],"comparable":[115],"state-of-art":[118],"studies":[119],"literature.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}