{"id":"https://openalex.org/W4283022211","doi":"https://doi.org/10.3233/aise220066","title":"An End-to-End Methodology for Semi-Supervised HAR Data Collection, Labeling, and Classification Using a Wristband","display_name":"An End-to-End Methodology for Semi-Supervised HAR Data Collection, Labeling, and Classification Using a Wristband","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4283022211","doi":"https://doi.org/10.3233/aise220066"},"language":"en","primary_location":{"id":"doi:10.3233/aise220066","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220066","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220066","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220066","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054073490","display_name":"Lee B. Hinkle","orcid":"https://orcid.org/0000-0001-7346-6344"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee B. Hinkle","raw_affiliation_strings":["Texas State University, San Marcos Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University, San Marcos Texas, USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054713520","display_name":"Gentry Atkinson","orcid":"https://orcid.org/0000-0001-7049-3734"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gentry Atkinson","raw_affiliation_strings":["Texas State University, San Marcos Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University, San Marcos Texas, USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031305480","display_name":"Vangelis Metsis","orcid":"https://orcid.org/0000-0002-7371-8887"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vangelis Metsis","raw_affiliation_strings":["Texas State University, San Marcos Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University, San Marcos Texas, USA","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031305480"],"corresponding_institution_ids":["https://openalex.org/I13511017"],"apc_list":null,"apc_paid":null,"fwci":0.1406,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46799234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9936000108718872,"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":0.9936000108718872,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9821000099182129,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7192328572273254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5669312477111816},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5614754557609558},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49984240531921387},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4551033079624176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4252471923828125},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.406252920627594},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32549041509628296},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12929531931877136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09617739915847778}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7192328572273254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5669312477111816},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5614754557609558},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49984240531921387},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4551033079624176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4252471923828125},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.406252920627594},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32549041509628296},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12929531931877136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09617739915847778},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/aise220066","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220066","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220066","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/aise220066","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220066","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220066","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283022211.pdf","grobid_xml":"https://content.openalex.org/works/W4283022211.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W103094857","https://openalex.org/W134960717","https://openalex.org/W611401390","https://openalex.org/W1967447455","https://openalex.org/W1998521051","https://openalex.org/W2017634428","https://openalex.org/W2023302299","https://openalex.org/W2023406745","https://openalex.org/W2054780155","https://openalex.org/W2118236796","https://openalex.org/W2139541350","https://openalex.org/W2167397776","https://openalex.org/W2327453846","https://openalex.org/W2387306914","https://openalex.org/W2795712740","https://openalex.org/W2803166421","https://openalex.org/W2883766876","https://openalex.org/W2886531986","https://openalex.org/W3132550222","https://openalex.org/W3172702655","https://openalex.org/W4247474357","https://openalex.org/W4393515433","https://openalex.org/W6930635843"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W2392013855","https://openalex.org/W4318064328","https://openalex.org/W2357926602","https://openalex.org/W2374569605","https://openalex.org/W2386062718","https://openalex.org/W899618282","https://openalex.org/W2386129765","https://openalex.org/W2368742525"],"abstract_inverted_index":{"This":[0],"work":[1,59,113],"presents":[2],"a":[3,31,93,99],"semi-automated":[4],"labeling":[5],"system":[6],"for":[7,25,36,57,104,111],"Human":[8],"Activity":[9],"Recognition":[10],"(HAR)":[11],"datasets.":[12],"A":[13,73],"1D-CNN":[14,90],"trained":[15],"on":[16],"scripted":[17,106],"activities":[18,69],"is":[19,78,114],"used":[20],"to":[21,46],"generate":[22],"predicted":[23],"labels":[24],"free-form":[26,71],"walking":[27],"segments.":[28],"Labels":[29],"below":[30],"confidence":[32],"threshold":[33],"are":[34],"marked":[35],"review":[37],"using":[38],"closed":[39],"captioned":[40],"video":[41,76],"reducing":[42],"the":[43,48],"time":[44],"required":[45],"label":[47],"unscripted":[49],"sequences.":[50],"The":[51,108],"publicly":[52],"available":[53,115],"TWristAR":[54],"dataset":[55,85],"collected":[56],"this":[58,84,112],"includes":[60],"Empatica":[61],"e4":[62],"wristband":[63],"data":[64],"recorded":[65],"during":[66],"six":[67,105],"HAR":[68],"and":[70,87,98],"walks.":[72],"complete":[74],"time-stamped":[75],"record":[77],"provided":[79],"which":[80],"we":[81],"believe":[82],"makes":[83],"unique":[86],"useful.":[88],"Our":[89],"model":[91],"achieves":[92],"subject-dependent":[94],"accuracy":[95,101],"of":[96,102],"96.4%":[97],"subject-independent":[100],"77.4%":[103],"activities.":[107],"source":[109],"code":[110],"at":[116],"https://github.com/imics-lab/Semi-Supervised-HAR-e4-Wristband.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}