{"id":"https://openalex.org/W7118718234","doi":"https://doi.org/10.1109/access.2025.3644400","title":"TEANet: A Transpose-Enhanced Autoencoder Network for Stress Monitoring on Resource-Constrained Wearable Device","display_name":"TEANet: A Transpose-Enhanced Autoencoder Network for Stress Monitoring on Resource-Constrained Wearable Device","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7118718234","doi":"https://doi.org/10.1109/access.2025.3644400"},"language":null,"primary_location":{"id":"doi:10.1109/access.2025.3644400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3644400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3644400","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110709253","display_name":"Mahvish Ali","orcid":"https://orcid.org/0009-0007-1831-5843"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md Santo Ali","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080098196","display_name":"Sapnil Sarker Bipro","orcid":null},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sapnil Sarker Bipro","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084766876","display_name":"Mohammod Abdul Motin","orcid":"https://orcid.org/0000-0003-1618-3772"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammod Abdul Motin","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024396895","display_name":"Sumaiya Kabir","orcid":"https://orcid.org/0000-0003-1046-4872"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sumaiya Kabir","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122244647","display_name":"Manish Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I2801696903","display_name":"Rajiv Gandhi National University of Law","ror":"https://ror.org/017vj9b48","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801696903"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Sharma","raw_affiliation_strings":["Department of Electronics and Communication Engineering, School of Engineering and Technology, Rajiv Gandhi National Aviation University (RGNAU), Amethi, Fursatganj, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, School of Engineering and Technology, Rajiv Gandhi National Aviation University (RGNAU), Amethi, Fursatganj, Uttar Pradesh, India","institution_ids":["https://openalex.org/I2801696903"]}]},{"author_position":"last","author":{"id":null,"display_name":"Muhammad E. H. Chowdhury","orcid":"https://orcid.org/0000-0003-0744-8206"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Muhammad E. H. Chowdhury","raw_affiliation_strings":["Department of Electrical Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5110709253"],"corresponding_institution_ids":["https://openalex.org/I17477748"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":41.9475,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98540349,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"9560","last_page":"9571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.6880000233650208,"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":0.6880000233650208,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.08590000122785568,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T12488","display_name":"Mental Health via Writing","score":0.06030000001192093,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/autoencoder","display_name":"Autoencoder","score":0.7853000164031982},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6444000005722046},{"id":"https://openalex.org/keywords/mental-stress","display_name":"Mental stress","score":0.5674999952316284},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5472999811172485},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.4277999997138977},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4253999888896942},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.42410001158714294}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7853000164031982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7210000157356262},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6444000005722046},{"id":"https://openalex.org/C2984493583","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Mental stress","level":2,"score":0.5674999952316284},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5472999811172485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4878000020980835},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.42410001158714294},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4140999913215637},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.39910000562667847},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.38429999351501465},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.35899999737739563},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3131999969482422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30320000648498535},{"id":"https://openalex.org/C2988656282","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity detection","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.262800008058548},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3644400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3644400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2503.12657","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.12657","pdf_url":"https://arxiv.org/pdf/2503.12657","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3644400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3644400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mental":[0],"stress":[1,23,46,61,88,174,188,206],"poses":[2],"a":[3,40,51,55,78,183],"significant":[4],"public":[5],"health":[6],"concern":[7],"due":[8],"to":[9,142,156],"its":[10,135,201],"detrimental":[11],"effects":[12],"on":[13,66,195],"physical":[14],"and":[15,42,75,83,89,99,105,107,113,118,145],"mental":[16,173],"well-being,":[17],"necessitating":[18],"the":[19,84,128,132,159,192,196],"development":[20],"of":[21,97,103,111,127],"continuous":[22,187],"monitoring":[24,207],"tools":[25],"for":[26,45,60,115,186,203],"wearable":[27,87],"devices.":[28,68,210],"Blood":[29],"volume":[30],"pulse":[31],"(BVP)":[32],"signals,":[33],"readily":[34],"available":[35,86],"in":[36,131,162],"many":[37],"smartwatches,":[38],"offer":[39],"convenient":[41],"cost-effective":[43],"solution":[44],"monitoring.":[47,189],"This":[48],"study":[49],"presents":[50],"deep":[52],"learning":[53],"model,":[54],"Transpose-Enhanced":[56],"Autoencoder":[57],"Network":[58],"(TEANet),":[59],"detection":[62,91],"using":[63,208],"BVP":[64,176],"signals":[65,177],"resource-constrained":[67,209],"The":[69,122,168],"proposed":[70,123,169,193],"TEANet":[71,170],"model":[72,124,194],"was":[73],"trained":[74],"validated":[76],"utilizing":[77],"self-developed":[79],"RUET":[80,116],"SPML":[81],"dataset,":[82],"publicly":[85],"affect":[90],"(WESAD)":[92],"dataset.":[93],"It":[94],"achieves":[95],"accuracies":[96],"92.94%":[98],"96.94%,":[100],"F1":[101],"scores":[102],"95.16%":[104],"95.95%,":[106],"Cohen\u2019s":[108],"kappa":[109],"values":[110],"0.8181":[112],"0.9350":[114],"SPML,":[117],"WESAD":[119],"datasets,":[120],"respectively.":[121],"outperforms":[125],"most":[126],"existing":[129],"models":[130],"literature.":[133],"Additionally,":[134,148],"performance":[136],"is":[137,154],"consistently":[138],"superior":[139],"when":[140],"compared":[141],"state-of-the-art":[143],"convolutional":[144],"transformer-based":[146],"architectures.":[147],"integrated":[149],"gradient":[150],"attribution":[151],"based":[152],"explainability":[153],"explored":[155],"further":[157],"explain":[158],"model\u2019s":[160],"transparency":[161],"decision-making":[163],"across":[164],"different":[165],"frequency":[166],"bands.":[167],"effectively":[171],"detects":[172],"through":[175],"with":[178],"high":[179],"accuracy,":[180],"making":[181],"it":[182],"promising":[184],"tool":[185],"Furthermore,":[190],"deploying":[191],"Raspberry":[197],"Pi":[198],"3B+":[199],"enhances":[200],"potential":[202],"reliable":[204],"real-time":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2026-01-08T00:00:00"}