{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T23:35:59Z","timestamp":1768260959822,"version":"3.49.0"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319399546","type":"print"},{"value":"9783319399553","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-39955-3_29","type":"book-chapter","created":{"date-parts":[[2016,6,20]],"date-time":"2016-06-20T12:22:43Z","timestamp":1466425363000},"page":"311-321","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Introduction to Real-Time State Assessment"],"prefix":"10.1007","author":[{"given":"Brett J.","family":"Borghetti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christina F.","family":"Rusnock","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,6,21]]},"reference":[{"key":"29_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-7138-7","volume-title":"An Introduction to Statistical Learning with Applications in R","author":"G James","year":"2013","unstructured":"James, G., et al.: An Introduction to Statistical Learning with Applications in R, 1st edn. Springer, New York (2013)","edition":"1"},{"issue":"5","key":"29_CR2","doi-asserted-by":"publisher","first-page":"1582","DOI":"10.1109\/TBME.2008.918566","volume":"55","author":"C-T Lin","year":"2008","unstructured":"Lin, C.-T., et al.: Development of wireless brain computer interface with embedded multitask scheduling and its application on real-time driver\u2019s drowsiness detection and warning. IEEE Trans. Biomed. Eng. 55(5), 1582\u20131591 (2008)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"29_CR3","unstructured":"Ganesan, S., et al.: Real-Time non linear bio-signals detection using fuzzy logic for wireless brain computer interface. Ijcns.Com, vol. 2 (2010)"},{"issue":"3","key":"29_CR4","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/0301-0511(95)05161-9","volume":"42","author":"EA Byrne","year":"1996","unstructured":"Byrne, E.A., Parasuraman, R.: Psychophysiology and adaptive automation. Biol. Psychol. 42(3), 249\u2013268 (1996)","journal-title":"Biol. Psychol."},{"key":"29_CR5","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1109\/10.553713","volume":"44","author":"TP Jung","year":"1997","unstructured":"Jung, T.P., et al.: Estimating alertness from the EEG power spectrum. IEEE Trans. Biomed. Eng. 44, 60\u201369 (1997)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"29_CR6","first-page":"32","volume":"1","author":"M Poythress","year":"2006","unstructured":"Poythress, M., et al.: Correlation between expected workload and EEG indices of cognitive workload and task engagement. Found. Augment. Cogn. 1, 32\u201344 (2006)","journal-title":"Found. Augment. Cogn."},{"key":"29_CR7","doi-asserted-by":"crossref","unstructured":"Giametta, J.J., Borghetti, B.J.: EEG-based secondary task detection in a multiple objective operational environment. In: Proceedings of the 14th International Conference on Machine Learning and Applications (ICMLA) (2015)","DOI":"10.1109\/ICMLA.2015.107"},{"issue":"1\u20132","key":"29_CR8","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1080\/14639220210159717","volume":"4","author":"A Gevins","year":"2003","unstructured":"Gevins, A., Smith, M.E.: Neurophysiological measures of cognitive workload during human-computer interaction. Theor. Issues Ergon. Sci. 4(1\u20132), 113\u2013131 (2003)","journal-title":"Theor. Issues Ergon. Sci."},{"issue":"1","key":"29_CR9","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1177\/1541931215591148","volume":"59","author":"AM Smith","year":"2015","unstructured":"Smith, A.M., et al.: Improving model cross-applicability for operator workload estimation. Proc. Hum. Factors Ergon. Soc. Annu. Meet. 59(1), 681\u2013685 (2015)","journal-title":"Proc. Hum. Factors Ergon. Soc. Annu. Meet."},{"issue":"4","key":"29_CR10","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/j.ergon.2012.03.004","volume":"42","author":"S Jo","year":"2012","unstructured":"Jo, S., et al.: Quantitative prediction of mental workload with the ACT-R cognitive architecture. Int. J. Ind. Ergon. 42(4), 359\u2013370 (2012)","journal-title":"Int. J. Ind. Ergon."},{"issue":"1\u20132","key":"29_CR11","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/j.intcom.2008.10.011","volume":"21","author":"SH Fairclough","year":"2009","unstructured":"Fairclough, S.H.: Fundamentals of physiological computing. Interact. Comput. 21(1\u20132), 133\u2013145 (2009)","journal-title":"Interact. Comput."},{"issue":"4","key":"29_CR12","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1518\/hfes.45.4.601.27092","volume":"45","author":"LJ Prinzel","year":"2003","unstructured":"Prinzel, L.J., et al.: Effects of a psychophysiological system for adaptive automation on performance, workload, and the event-related potential P300 component. Hum. Factors 45(4), 601\u2013613 (2003)","journal-title":"Hum. Factors"},{"issue":"1\u20132","key":"29_CR13","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/14639220210199753","volume":"4","author":"R Parasuraman","year":"2003","unstructured":"Parasuraman, R.: Neuroergonomics: research and practice. Theor. Issues Ergon. Sci. 4(1\u20132), 5\u201320 (2003)","journal-title":"Theor. Issues Ergon. Sci."},{"key":"29_CR14","volume-title":"Artificial Intelligence: A Modern Approach","author":"SJ Russell","year":"2009","unstructured":"Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach, 3rd edn. Pearson, London (2009)","edition":"3"},{"issue":"2","key":"29_CR15","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1109\/TSMCB.2010.2053705","volume":"41","author":"X Fan","year":"2011","unstructured":"Fan, X., Yen, J.: Modeling cognitive loads for evolving shared mental models in human-agent collaboration. IEEE Trans. Syst. Man Cybern. B Cybern. 41(2), 354\u2013367 (2011)","journal-title":"IEEE Trans. Syst. Man Cybern. B Cybern."},{"key":"29_CR16","doi-asserted-by":"crossref","unstructured":"Hsu, S.-H., Jung, T.-P.: Modeling and tracking brain nonstationarity in a sustained attention task. In: Human-Computer Interaction International (2016)","DOI":"10.1007\/978-3-319-39955-3_20"},{"key":"29_CR17","doi-asserted-by":"crossref","unstructured":"Du, W., Kim, J.H.: Performance-based eye-tracking analysis in a dynamic monitoring task. In: Human Computer Interaction International (2016)","DOI":"10.1007\/978-3-319-39952-2_17"},{"issue":"C","key":"29_CR18","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/S0166-4115(08)62386-9","volume":"52","author":"SG Hart","year":"1988","unstructured":"Hart, S.G., Staveland, L.E.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. Adv. Psychol. 52(C), 139\u2013183 (1988)","journal-title":"Adv. Psychol."},{"key":"29_CR19","doi-asserted-by":"crossref","unstructured":"Blaha, L.M., et al.: Real-time fatigue monitoring with computational cognitive models. In: Human Computer Interaction International (2016)","DOI":"10.1007\/978-3-319-39955-3_28"},{"key":"29_CR20","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1080\/00029238.1995.11080524","volume":"35","author":"DW Klass","year":"1995","unstructured":"Klass, D.W.: The continuing challenge of artifacts in the EEG. Am. J. EEG Technol. 35, 239\u2013269 (1995)","journal-title":"Am. J. EEG Technol."},{"issue":"2","key":"29_CR21","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1111\/1469-8986.3720163","volume":"37","author":"TP Jung","year":"2000","unstructured":"Jung, T.P., et al.: Removing electroencephalographic artifacts by blind source separation. Psychophysiology 37(2), 163\u2013178 (2000)","journal-title":"Psychophysiology"},{"issue":"3","key":"29_CR22","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1016\/j.clinph.2006.10.019","volume":"118","author":"M Fatourechi","year":"2007","unstructured":"Fatourechi, M., et al.: EMG and EOG artifacts in brain computer interface systems: a survey. Clin. Neurophysiol. 118(3), 480\u2013494 (2007)","journal-title":"Clin. Neurophysiol."}],"container-title":["Lecture Notes in Computer Science","Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-39955-3_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,10]],"date-time":"2020-07-10T01:20:45Z","timestamp":1594344045000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-39955-3_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319399546","9783319399553"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-39955-3_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"21 June 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}