{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T05:35:24Z","timestamp":1778045724628,"version":"3.51.4"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/embc44109.2020.9175414","type":"proceedings-article","created":{"date-parts":[[2020,8,27]],"date-time":"2020-08-27T21:06:04Z","timestamp":1598562364000},"page":"4530-4533","source":"Crossref","is-referenced-by-count":22,"title":["Prediction of Stress and Mental Workload during Police Academy Training Using Ultra-Short-Term Heart Rate Variability and Breathing Analysis"],"prefix":"10.1109","author":[{"given":"Abhishek","family":"Tiwari","sequence":"first","affiliation":[]},{"given":"Raymundo","family":"Cassani","sequence":"additional","affiliation":[]},{"given":"Jean-Francois","family":"Gagnon","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Lafond","sequence":"additional","affiliation":[]},{"given":"Sebastien","family":"Tremblay","sequence":"additional","affiliation":[]},{"given":"Tiago H.","family":"Falk","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8986.2010.01043.x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8902700"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACIIW.2019.8925281"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2019.8914254"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1049\/htl.2017.0090"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2732158.2732193"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/S0166-4115(08)62386-9","article-title":"Development of nasa-tlx (task load index): Results of empirical and theoretical research","volume":"52","author":"hart","year":"1988","journal-title":"Advances in Psychology"},{"key":"ref18","author":"borg","year":"1998","journal-title":"Borg's Perceived Exertion and Pain Scales"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1985.325532"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2486\/indhealth.47.589"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"565","DOI":"10.3389\/fphys.2019.00565","article-title":"Mental workload alters heart rate variability lowering non-linear dynamics","volume":"10","author":"chaumet","year":"2019","journal-title":"Frontiers in Physiology"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2019.101736"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0742-y"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1161\/01.CIR.93.5.1043","article-title":"Heart rate variability: Standards of measurement, physiological interpretation and clinical use. task force of the european society of cardiology and the north american society of pacing and electrophysiology","volume":"93","author":"camm","year":"1996","journal-title":"Circulation"},{"key":"ref7","article-title":"Toward constructing a real-time social anxiety evaluation system: Exploring effective heart rate features","author":"wen","year":"2018","journal-title":"IEEE Transactions on Affective Computing"},{"key":"ref2","first-page":"184","article-title":"Ptsd, acute stress, performance and decision-making in emergency service workers","volume":"45","author":"regehr","year":"2017","journal-title":"J Am Acad Psychiatry Law"},{"key":"ref1","first-page":"1986e","article-title":"Stress and performance: Investigating relationship between occupational stress, career satisfaction, and job performance of police employees","author":"nisar","year":"2019","journal-title":"Journal of Public affairs"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.physbeh.2016.07.004"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2018.01390"},{"key":"ref22","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2015.02.012"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2015.1090019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2015.7411089"}],"event":{"name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society","location":"Montreal, QC, Canada","start":{"date-parts":[[2020,7,20]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9167168\/9175149\/09175414.pdf?arnumber=9175414","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T11:39:44Z","timestamp":1656329984000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9175414\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/embc44109.2020.9175414","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}