{"id":"https://openalex.org/W2967228797","doi":"https://doi.org/10.1109/ice.2019.8792621","title":"Daily Physical Activity Classification using a Head-mounted device","display_name":"Daily Physical Activity Classification using a Head-mounted device","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2967228797","doi":"https://doi.org/10.1109/ice.2019.8792621","mag":"2967228797"},"language":"en","primary_location":{"id":"doi:10.1109/ice.2019.8792621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2019.8792621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","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":"https://openalex.org/A5020030337","display_name":"Alessia Cristiano","orcid":"https://orcid.org/0000-0002-7682-0270"},"institutions":[{"id":"https://openalex.org/I154387261","display_name":"Vita-Salute San Raffaele University","ror":"https://ror.org/01gmqr298","country_code":"IT","type":"education","lineage":["https://openalex.org/I154387261"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4387155925","display_name":"Istituto di Ricovero e Cura a Carattere Scientifico San Raffaele","ror":"https://ror.org/006x48140","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Cristiano","raw_affiliation_strings":["Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy","institution_ids":["https://openalex.org/I154387261","https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049455073","display_name":"Alberto Sanna","orcid":"https://orcid.org/0000-0002-0640-9021"},"institutions":[{"id":"https://openalex.org/I154387261","display_name":"Vita-Salute San Raffaele University","ror":"https://ror.org/01gmqr298","country_code":"IT","type":"education","lineage":["https://openalex.org/I154387261"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4387155925","display_name":"Istituto di Ricovero e Cura a Carattere Scientifico San Raffaele","ror":"https://ror.org/006x48140","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Sanna","raw_affiliation_strings":["Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy","institution_ids":["https://openalex.org/I154387261","https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079923755","display_name":"Diana Trojaniello","orcid":"https://orcid.org/0000-0001-8935-5593"},"institutions":[{"id":"https://openalex.org/I154387261","display_name":"Vita-Salute San Raffaele University","ror":"https://ror.org/01gmqr298","country_code":"IT","type":"education","lineage":["https://openalex.org/I154387261"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4387155925","display_name":"Istituto di Ricovero e Cura a Carattere Scientifico San Raffaele","ror":"https://ror.org/006x48140","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diana Trojaniello","raw_affiliation_strings":["Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Technology in Health and Wellbeing, IRCCS San Raffaele Hospital, Milan, Italy","institution_ids":["https://openalex.org/I154387261","https://openalex.org/I4210153126","https://openalex.org/I4387155925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/head","display_name":"Head (geology)","score":0.6747894287109375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6209105253219604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3627516031265259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33750373125076294},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10947811603546143}],"concepts":[{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6747894287109375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6209105253219604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3627516031265259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33750373125076294},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10947811603546143},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ice.2019.8792621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2019.8792621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1982434105","https://openalex.org/W1993761347","https://openalex.org/W2008311091","https://openalex.org/W2016083194","https://openalex.org/W2067112694","https://openalex.org/W2083539525","https://openalex.org/W2090860321","https://openalex.org/W2094058108","https://openalex.org/W2099864164","https://openalex.org/W2105046342","https://openalex.org/W2114868488","https://openalex.org/W2128121198","https://openalex.org/W2135955729","https://openalex.org/W2156915253","https://openalex.org/W2220182234","https://openalex.org/W2279554663","https://openalex.org/W2294346212","https://openalex.org/W2471294272","https://openalex.org/W2516533294","https://openalex.org/W2550476060","https://openalex.org/W2604487953","https://openalex.org/W2609951630","https://openalex.org/W2767201666","https://openalex.org/W6674946927","https://openalex.org/W6729660296"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747","https://openalex.org/W2170022336"],"abstract_inverted_index":{"Nowadays":[0],"human":[1],"activity":[2,45],"recognition":[3,46],"through":[4],"wearable":[5],"devices":[6],"integrating":[7],"miniaturized":[8],"sensors":[9,31],"(i.e.":[10,71,77],"gyroscopes,":[11],"accelerometers)":[12],"represents":[13],"one":[14],"of":[15,110,119,157,163,182,230],"the":[16,91,111,137,145,149,176,188,215,225,228],"most":[17],"popular":[18],"research":[19],"areas.":[20],"Although":[21],"common":[22],"placements":[23],"are":[24,217],"represented":[25],"by":[26],"trunk":[27],"and":[28,58,73,79,81,102,123,134,162,202,239],"wrist,":[29],"head-mounted":[30,49,92,233],"have":[32,94],"been":[33,65,95,115,171,185],"recently":[34],"proposed.":[35],"This":[36],"study":[37],"introduces":[38],"a":[39,48,55,59,128,180,199,231],"new":[40,232],"algorithm":[41,63,113,147],"for":[42,227],"daily":[43,151],"physical":[44,242],"using":[47],"inertial":[50],"measurement":[51],"unit":[52],"(IMU),":[53],"including":[54],"3-axial":[56,60],"accelerometer":[57],"gyroscope.":[61],"The":[62,108,141,219],"has":[64,114,170,184],"designed":[66],"to":[67,127,198,236],"detect":[68,238],"body":[69,75,189,205],"postures":[70,190],"Sitting":[72],"Standing),":[74],"transitions":[76],"Sit-to-Stand":[78],"Stand-to-Sit)":[80],"Walking":[82,169],"periods.":[83],"Data":[84],"from":[85],"twelve":[86],"healthy":[87],"young":[88],"volunteers":[89],"wearing":[90],"IMU":[93,138],"acquired":[96],"in":[97,117,159,165,174,187,192,222,244],"controlled":[98,160],"conditions":[99,161,178],"(ten":[100],"subjects)":[101],"real":[103,166,193,208],"life":[104,167,194,209],"environments":[105],"(two":[106],"subjects).":[107],"performance":[109],"proposed":[112,146],"evaluated":[116],"terms":[118],"accuracy,":[120],"sensitivity,":[121],"specificity":[122],"precision":[124],"with":[125,136,153],"respect":[126],"tagging":[129],"system,":[130],"used":[131],"as":[132],"reference":[133],"synchronized":[135],"data":[139],"acquisition.":[140],"results":[142,216],"showed":[143],"that":[144],"recognizes":[148],"examined":[150],"activities":[152,243],"an":[154],"average":[155],"accuracy":[156,183],"89%":[158],"72%":[164],"environments.":[168],"properly":[172],"detected":[173],"both":[175],"test":[177],"while":[179],"lack":[181],"reported":[186],"identification":[191],"contexts,":[195],"probably":[196],"due":[197],"more":[200],"natural":[201],"therefore":[203],"variable":[204],"movement":[206],"characterizing":[207],"context":[210],"acquisitions.":[211],"Despite":[212],"such":[213],"issues,":[214],"promising.":[218],"present":[220],"study,":[221],"fact,":[223],"sets":[224],"basis":[226],"development":[229],"device":[234],"allowing":[235],"accurately":[237],"classify":[240],"user's":[241],"everyday":[245],"life.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}