{"id":"https://openalex.org/W2963520246","doi":"https://doi.org/10.1145/3278576.3278599","title":"SmartEAR","display_name":"SmartEAR","publication_year":2018,"publication_date":"2018-09-26","ids":{"openalex":"https://openalex.org/W2963520246","doi":"https://doi.org/10.1145/3278576.3278599","mag":"2963520246"},"language":"en","primary_location":{"id":"doi:10.1145/3278576.3278599","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278576.3278599","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278576.3278599?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3278576.3278599?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045562582","display_name":"Debanjan Borthakur","orcid":"https://orcid.org/0000-0001-8651-7569"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debanjan Borthakur","raw_affiliation_strings":["University of Rhode Island"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rhode Island","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067064586","display_name":"Andrew Peltier","orcid":null},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Peltier","raw_affiliation_strings":["University of Rhode Island"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rhode Island","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033701513","display_name":"Harishchandra Dubey","orcid":"https://orcid.org/0000-0003-0476-3884"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harishchandra Dubey","raw_affiliation_strings":["The University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064693051","display_name":"Joshua V. Gyllinsky","orcid":null},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua V. Gyllinsky","raw_affiliation_strings":["University of Rhode Island"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rhode Island","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041898793","display_name":"Kunal Mankodiya","orcid":"https://orcid.org/0000-0001-6423-0823"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kunal Mankodiya","raw_affiliation_strings":["University of Rhode Island"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rhode Island","institution_ids":["https://openalex.org/I17626003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.446,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63331353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.993399977684021,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.993399977684021,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.9554013013839722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119404077529907},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6571893692016602},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6096383333206177},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.521406888961792},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4877232015132904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4524073898792267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43769556283950806},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40208369493484497},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.3257881999015808}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.9554013013839722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119404077529907},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6571893692016602},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6096383333206177},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.521406888961792},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4877232015132904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4524073898792267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43769556283950806},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40208369493484497},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.3257881999015808},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3278576.3278599","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278576.3278599","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278576.3278599?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3278576.3278599","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278576.3278599","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278576.3278599?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2011048802","https://openalex.org/W2020448260","https://openalex.org/W2044236877","https://openalex.org/W2078728791","https://openalex.org/W2129494251","https://openalex.org/W2144601486","https://openalex.org/W2145710484","https://openalex.org/W2163622964","https://openalex.org/W2403249872","https://openalex.org/W2426356326","https://openalex.org/W2552077447","https://openalex.org/W2585616392","https://openalex.org/W2743515291","https://openalex.org/W2745732445","https://openalex.org/W2787546001","https://openalex.org/W2788766446","https://openalex.org/W2792350000","https://openalex.org/W2801165387","https://openalex.org/W2962790500","https://openalex.org/W2964305235","https://openalex.org/W3037455059","https://openalex.org/W3099514111","https://openalex.org/W3102156351","https://openalex.org/W4236633266","https://openalex.org/W4298304654"],"related_works":["https://openalex.org/W4285587629","https://openalex.org/W2756171776","https://openalex.org/W2765158217","https://openalex.org/W2971637278","https://openalex.org/W2977705381","https://openalex.org/W2993132146","https://openalex.org/W2599755607","https://openalex.org/W2003614205","https://openalex.org/W4287990776","https://openalex.org/W3047531582"],"abstract_inverted_index":{"Wrist-bands":[0],"such":[1],"as":[2,73],"smartwatches":[3,40],"have":[4],"become":[5],"an":[6],"unobtrusive":[7],"interface":[8],"for":[9,21,90,108],"collecting":[10],"physiological":[11,45],"and":[12,25,43,61,71,101],"contextual":[13],"data":[14,33,46,53,82,112],"from":[15,35,47],"users.":[16],"Smartwatches":[17],"are":[18,77],"being":[19],"used":[20,32],"smart":[22],"healthcare,":[23],"telecare,":[24],"wellness":[26],"monitoring.":[27],"In":[28,65],"this":[29],"paper,":[30],"we":[31,67,85],"collected":[34],"the":[36,81,110],"AnEAR":[37],"framework":[38],"leveraging":[39],"to":[41],"gather":[42],"store":[44],"patients":[48],"in":[49,119,123],"naturalistic":[50],"settings.":[51],"This":[52,116],"included":[54],"temperature,":[55],"galvanic":[56],"skin":[57],"response":[58],"(GSR),":[59],"acceleration,":[60,72],"heart":[62],"rate":[63],"(HR).":[64],"particular,":[66],"focused":[68],"on":[69,87,105],"HR":[70],"these":[74],"two":[75],"modalities":[76],"often":[78],"correlated.":[79],"Since":[80],"was":[83],"unlabeled":[84],"relied":[86],"unsupervised":[88],"learning":[89],"multi-modal":[91,111],"signal":[92],"analysis.":[93],"We":[94],"propose":[95],"using":[96],"k-means":[97],"clustering,":[98,100],"GMM":[99],"Self-Organizing":[102],"maps":[103],"based":[104],"Neural":[106],"Networks":[107],"group":[109],"into":[113],"homogeneous":[114],"clusters.":[115],"strategy":[117],"helped":[118],"discovering":[120],"latent":[121],"structures":[122],"our":[124],"data.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-07-30T00:00:00"}
