{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T23:10:40Z","timestamp":1780355440704,"version":"3.54.1"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3529032","type":"journal-article","created":{"date-parts":[[2025,1,13]],"date-time":"2025-01-13T15:04:15Z","timestamp":1736780655000},"page":"11494-11516","source":"Crossref","is-referenced-by-count":21,"title":["Emotion-Aware Ensemble Learning (EAEL): Revolutionizing Mental Health Diagnosis of Corporate Professionals via Intelligent Integration of Multi-Modal Data Sources and Ensemble Techniques"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-7442-4833","authenticated-orcid":false,"given":"Gaurav","family":"Yadav","sequence":"first","affiliation":[{"name":"Department of Computer Science, Aligarh Muslim University, Aligarh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad","family":"Ubaidullah Bokhari","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Aligarh Muslim University, Aligarh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8911-2161","authenticated-orcid":false,"given":"Saleh I.","family":"Alzahrani","sequence":"additional","affiliation":[{"name":"Biomedical Engineering Department, College of Engineering, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0504-4515","authenticated-orcid":false,"given":"Shadab","family":"Alam","sequence":"additional","affiliation":[{"name":"Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6657-2587","authenticated-orcid":false,"given":"Mohammed","family":"Shuaib","sequence":"additional","affiliation":[{"name":"Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"3","key":"ref1","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1093\/occmed\/kqu210","article-title":"Responsible corporate change: Detecting and managing employee stress","volume":"65","author":"McBride","year":"2015","journal-title":"Occupational Med."},{"key":"ref2","volume-title":"An Investigation of Occupational Stress Classification By Using Machine Learning Techniques","author":"Kumar","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON56171.2022.10039725"},{"key":"ref4","volume-title":"Mental Health","year":"2024"},{"issue":"8","key":"ref5","doi-asserted-by":"crossref","first-page":"8193","DOI":"10.3390\/ijerph110808193","article-title":"E-health interventions for suicide prevention","volume":"11","author":"Christensen","year":"2014","journal-title":"Int. J. Environ. Res. Public Health"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jamapsychiatry.2014.1754"},{"key":"ref7","volume-title":"Mental Health\u2014Our World in Data","year":"2024"},{"key":"ref8","first-page":"91","article-title":"Multimodal web based system for human emotion recognition","volume-title":"Proc. 5th Ind. Simul. Conf. (ISC)","author":"Datcu"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26561-2_68"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-32270-4_3"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70353-4_44"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11680-4_27"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-5758-9_8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-2354-6_4"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-020-1530-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-020-01074-x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0633-8_97"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5113-0_78"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76228-5_7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-4828-4_15"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05203-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3453892.3461314"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5093-5_16"},{"issue":"6","key":"ref24","first-page":"222","article-title":"Machine learning based image processing for stress detection","volume":"4","author":"Nilanjana","year":"2021","journal-title":"Int. J. Res. Eng., Sci. Manag."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78092-0_40"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-33-4367-2_15"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-11488-5_17"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-8530-2_2"},{"key":"ref29","first-page":"486","article-title":"Detection of stress in IT employees using machine learning technique","volume-title":"Proc. Int. Conf. Appl. Artif. Intell. Comput. (ICAAIC)","author":"Kanaparthi"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-9488-2_25"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-021-01012-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-27499-2_68"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-13064-9_16"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-1724-0_4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/13682199.2022.2163344"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-23236-7_55"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/9781119710301.ch13"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-0550-8_18"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-3690-5_101"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-5845-8_33"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2021.1979290"},{"issue":"6","key":"ref42","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2022.103064","article-title":"Prediction of stress levels in the workplace using surrounding stress","volume":"59","author":"Mu\u00f1oz","year":"2022","journal-title":"Inf. Process. Manage."},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-3675-2_41"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/03772063.2023.2171918"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-7041-2_5"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12315-2"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2023.2221600"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-7041-2_49"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-13361-6"},{"issue":"7","key":"ref50","doi-asserted-by":"crossref","first-page":"4827","DOI":"10.22214\/ijraset.2022.46082","article-title":"Detection and analysis of stress in IT professionals by using 5ML techniques","volume":"10","author":"Bindu","year":"2022","journal-title":"Int. J. Res. Appl. Sci. Eng. Technol."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/03772063.2023.2171918"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-018-1149-9"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/app12105191"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3170915"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2021.3100868"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3576050.3576076"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10839368.pdf?arnumber=10839368","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T13:07:04Z","timestamp":1748005624000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10839368\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3529032","relation":{"is-referenced-by":[{"id-type":"doi","id":"10.1038\/s41598-025-33645-9","asserted-by":"object"}]},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}