D. A. Norman and D. G. Bobrow, On the analysis of performance operating characteristics., Psychological Review, vol.83, issue.6, pp.508-510, 1976.
DOI : 10.1037/0033-295X.83.6.508

P. Aricò, G. Borghini, I. Graziani, F. Taya, Y. Sun et al., Towards a multimodal bioelectrical framework for the online mental workload evaluation, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.3001-3004, 2014.
DOI : 10.1109/EMBC.2014.6944254

G. Borghini, P. Aricò, I. Graziani, S. Salinari, Y. Sun et al., Quantitative Assessment of the Training Improvement in a Motor-Cognitive Task by Using EEG, ECG and EOG Signals, Brain Topography, vol.45, issue.1, 2015.
DOI : 10.1007/s10548-015-0425-7

A. Gevins, M. E. Smith, L. Leong, S. Mcevoy, R. Whitfield et al., Monitoring Working Memory Load during Computer-Based Tasks with EEG Pattern Recognition Methods, Human Factors: The Journal of the Human Factors and Ergonomics Society, vol.40, issue.1, pp.79-91, 1998.
DOI : 10.1518/001872098779480578

J. Kohlmorgen, G. Dornhege, M. Braun, B. Blankertz, K. Müller et al., Improving human performance in a real operating environment through real-time mental workload detection, 2007.

J. C. Christensen, J. R. Estepp, G. F. Wilson, and C. A. Russell, The effects of day-to-day variability of physiological data on operator functional state classification, NeuroImage, vol.59, issue.1, pp.57-63, 2012.
DOI : 10.1016/j.neuroimage.2011.07.091

L. K. Mcevoy, M. E. Smith, and A. Gevins, Test???retest reliability of cognitive EEG, Clinical Neurophysiology, vol.111, issue.3, pp.457-463, 2000.
DOI : 10.1016/S1388-2457(99)00258-8

V. N. Vapnik, The Nature of Statistical Learning Theory, 2000.

J. Imbert, H. M. Hodgetts, R. Parise, F. Vachon, and S. Tremblay, The LABY Microworld, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol.54, issue.1, pp.1038-1042, 2014.
DOI : 10.1177/1541931214581217
URL : https://hal.archives-ouvertes.fr/hal-00991356

N. R. Draper and H. Smith, Applied Regression Analysis, Third, 1998.

D. Bamber, The area above the ordinal dominance graph and the area below the receiver operating characteristic graph, Journal of Mathematical Psychology, vol.12, issue.4, pp.387-415, 1975.
DOI : 10.1016/0022-2496(75)90001-2

J. Zhang, T. D. Chung, and K. R. Oldenburg, A Simple Statistical Parameter for Use in Evaluation and Validation of High Throughput Screening Assays, Journal of Biomolecular Screening, vol.4, issue.2, pp.67-73, 1999.
DOI : 10.1177/108705719900400206

D. Gopher and E. Donchin, Workload: An examination of the concept Cognitive processes and performance, Handbook of perception and human performance, pp.1-49, 1986.