{"id":"https://openalex.org/W4402722423","doi":"https://doi.org/10.1145/3675094.3678497","title":"TinyStressNAS: Automated Feature Selection and Model Generation for On-device Stress Detection","display_name":"TinyStressNAS: Automated Feature Selection and Model Generation for On-device Stress Detection","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4402722423","doi":"https://doi.org/10.1145/3675094.3678497"},"language":"en","primary_location":{"id":"doi:10.1145/3675094.3678497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","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/A5007526157","display_name":"Shalini Mukhopadhyay","orcid":"https://orcid.org/0000-0002-9179-2001"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shalini Mukhopadhyay","raw_affiliation_strings":["Tata Consultancy Services Research, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-9179-2001","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000696056","display_name":"Varsha Sharma","orcid":"https://orcid.org/0009-0000-6685-0508"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varsha Sharma","raw_affiliation_strings":["Tata Consultancy Services Research, Kolkata, India"],"raw_orcid":"https://orcid.org/0009-0000-6685-0508","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036333991","display_name":"Dibyanshu Jaiswal","orcid":"https://orcid.org/0009-0009-2251-7143"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dibyanshu Jaiswal","raw_affiliation_strings":["Tata Consultancy Services Research, Kolkata, India"],"raw_orcid":"https://orcid.org/0009-0009-2251-7143","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025308099","display_name":"S. Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarnava Dey","raw_affiliation_strings":["Tata Consultancy Services Research, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-3988-1445","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013973948","display_name":"Avik Ghose","orcid":"https://orcid.org/0000-0002-0733-7082"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Ghose","raw_affiliation_strings":["Tata Consultancy Services Research, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-0733-7082","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007526157"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19464307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"430","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9819999933242798,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9819999933242798,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9527000188827515,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9387999773025513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.707023561000824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6680792570114136},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6022914052009583},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5180171132087708},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4760013520717621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44388455152511597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3614569902420044}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.707023561000824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680792570114136},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6022914052009583},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5180171132087708},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4760013520717621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44388455152511597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3614569902420044},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3675094.3678497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2049146462","https://openalex.org/W2059373137","https://openalex.org/W2113555622","https://openalex.org/W2171939880","https://openalex.org/W2556833785","https://openalex.org/W2602487549","https://openalex.org/W2811281937","https://openalex.org/W2894771803","https://openalex.org/W2923146810","https://openalex.org/W2953127026","https://openalex.org/W2974457857","https://openalex.org/W2979499361","https://openalex.org/W3034528892","https://openalex.org/W3034535818","https://openalex.org/W3082076610","https://openalex.org/W3089588625","https://openalex.org/W3090179467","https://openalex.org/W3107893198","https://openalex.org/W3114627553","https://openalex.org/W3193542387","https://openalex.org/W3201661793","https://openalex.org/W3202340726","https://openalex.org/W3213604803","https://openalex.org/W4213308398","https://openalex.org/W4285264465","https://openalex.org/W4295185264","https://openalex.org/W4312493670","https://openalex.org/W4381746925","https://openalex.org/W4381747112","https://openalex.org/W4387421434","https://openalex.org/W4395029536","https://openalex.org/W4399324395","https://openalex.org/W6734593296","https://openalex.org/W6742215325"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W3147584709","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W4386159726"],"abstract_inverted_index":{"Over":[0],"the":[1,16,25,35,39,62,97,148,163],"past":[2],"decades,":[3],"Electrodermal":[4],"Activity":[5],"(EDA)-based":[6],"stress":[7,20,56,127],"detection":[8,57],"systems":[9],"have":[10,51],"observed":[11],"increasing":[12,171],"interest":[13],"due":[14],"to":[15,120,139],"significant":[17],"impact":[18],"of":[19,38,65,99,113],"on":[21,53,111],"daily":[22],"life":[23],"and":[24,34,169],"need":[26],"for":[27,46,96,125],"continuous,":[28],"unobtrusive":[29,36],"monitoring.":[30],"The":[31,129],"wearable":[32],"form-factor":[33],"nature":[37],"EDA":[40],"sensor":[41],"make":[42],"it":[43],"highly":[44],"suitable":[45],"this":[47,89,156],"purpose.":[48],"Many":[49],"researchers":[50],"focused":[52],"developing":[54],"EDA-based":[55],"techniques,":[58],"but":[59],"few":[60],"consider":[61],"resource":[63],"footprint":[64],"such":[66,86],"systems.":[67],"Maintaining":[68],"a":[69,76,93,105,114,134],"good":[70],"trade-off":[71],"by":[72],"manual":[73],"optimization":[74],"is":[75],"challenging":[77],"task.":[78],"Automation":[79],"techniques":[80],"can":[81],"be":[82],"very":[83],"helpful":[84],"in":[85],"scenarios.":[87],"In":[88],"work,":[90],"we":[91],"introduce":[92],"novel":[94],"method":[95],"selection":[98,132],"an":[100],"optimal":[101,149,157],"feature":[102,130,141,150],"subset,":[103],"utilizing":[104],"deep":[106],"Reinforcement":[107],"Learning":[108],"(RL)":[109],"network":[110],"top":[112],"Neural":[115],"Architecture":[116],"Search":[117],"(NAS)":[118],"framework":[119],"design":[121],"tiny,":[122],"customized":[123],"models":[124],"on-device":[126],"detection.":[128],"subset":[131,158],"uses":[133],"multi-metric":[135],"reward":[136],"objective":[137],"function":[138],"balance":[140],"accuracy":[142,160],"contributions":[143],"against":[144],"computational":[145],"complexity,":[146],"identifying":[147],"subset.":[151],"Initial":[152],"analysis":[153],"indicates":[154],"that":[155],"enhances":[159],"while":[161],"keeping":[162],"model":[164],"size":[165],"under":[166],"100":[167],"kB":[168],"minimally":[170],"computation.":[172]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}