{"id":"https://openalex.org/W2755861098","doi":"https://doi.org/10.1109/embc.2017.8036956","title":"Non-invasive sensor based automated smoking activity detection","display_name":"Non-invasive sensor based automated smoking activity detection","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2755861098","doi":"https://doi.org/10.1109/embc.2017.8036956","mag":"2755861098"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8036956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8036956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5073187567","display_name":"Babin Bhandari","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Babin Bhandari","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061888850","display_name":"Jianchao Lu","orcid":"https://orcid.org/0000-0003-0788-1448"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"JianChao Lu","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081182489","display_name":"Xi Zheng","orcid":"https://orcid.org/0000-0002-2572-2355"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xi Zheng","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050131132","display_name":"Sutharshan Rajasegarar","orcid":"https://orcid.org/0000-0002-6559-6736"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sutharshan Rajasegarar","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001203013","display_name":"Chandan Karmakar","orcid":"https://orcid.org/0000-0003-1814-0856"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chandan Karmakar","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5197,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.89468094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"845","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10010","display_name":"Obesity, Physical Activity, Diet","score":0.9257000088691711,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9143999814987183,"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/confounding","display_name":"Confounding","score":0.7430934906005859},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6436126232147217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6290968060493469},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6092572212219238},{"id":"https://openalex.org/keywords/smoking-cessation","display_name":"Smoking cessation","score":0.5713805556297302},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.45814865827560425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3814103603363037},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3790692389011383},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3302973508834839},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.06754651665687561}],"concepts":[{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.7430934906005859},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6436126232147217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6290968060493469},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6092572212219238},{"id":"https://openalex.org/C2777843972","wikidata":"https://www.wikidata.org/wiki/Q2462253","display_name":"Smoking cessation","level":2,"score":0.5713805556297302},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.45814865827560425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3814103603363037},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3790692389011383},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3302973508834839},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.06754651665687561},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/embc.2017.8036956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8036956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8799999952316284,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1511655009","https://openalex.org/W1984757884","https://openalex.org/W2011375304","https://openalex.org/W2012737242","https://openalex.org/W2083841343","https://openalex.org/W2088366166","https://openalex.org/W2118630306","https://openalex.org/W2159903337","https://openalex.org/W2292397791","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W4231410700","https://openalex.org/W4237770763","https://openalex.org/W3028967126"],"abstract_inverted_index":{"Although":[0],"smoking":[1,8,23,31,50,65,83,98,132,153],"prevalence":[2],"is":[3,60,128],"declining":[4],"in":[5,19,41],"many":[6],"countries,":[7],"related":[9],"health":[10],"problems":[11],"still":[12],"leads":[13],"the":[14,20,49,57,115,125,135,145],"preventable":[15],"causes":[16],"of":[17],"death":[18],"world.":[21],"Several":[22],"intervention":[24,46,157],"mechanisms":[25],"have":[26],"been":[27],"introduced":[28],"to":[29,48,61,91,109,130],"help":[30],"cessation.":[32],"However,":[33],"these":[34],"methods":[35],"are":[36],"inefficient":[37],"since":[38],"they":[39],"lack":[40],"providing":[42],"real":[43,150],"time":[44,151],"personalized":[45],"messages":[47],"addicted":[51],"users.":[52],"To":[53],"address":[54],"this":[55,70],"challenge,":[56],"first":[58],"step":[59],"build":[62],"an":[63,74],"automated":[64,80,152],"behavior":[66,84],"detection":[67,112,155],"system.":[68],"In":[69],"study,":[71],"we":[72],"propose":[73],"accelerometer":[75,119],"sensor":[76],"based":[77],"non-invasive":[78],"and":[79,99,156],"framework":[81],"for":[82,147],"detection.":[85],"We":[86,104],"built":[87],"a":[88,149],"prototype":[89],"device":[90],"collect":[92],"data":[93],"from":[94,118],"several":[95],"participants":[96],"performing":[97],"other":[100],"five":[101],"confounding":[102,136],"activities.":[103],"used":[105],"three":[106],"different":[107],"classifiers":[108],"compare":[110],"activity":[111,133,154],"performance":[113],"using":[114],"extracted":[116],"features":[117],"data.":[120],"Our":[121],"evaluation":[122],"demonstrates":[123],"that":[124],"proposed":[126,142],"approach":[127],"able":[129],"classify":[131],"among":[134],"activities":[137],"with":[138],"high":[139],"accuracy.":[140],"The":[141],"system":[143],"shows":[144],"potential":[146],"developing":[148],"framework.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-09-25T00:00:00"}