N. S. Altman, An introduction to kernel and nearest-neighbor nonparametric regression, The American Statistician, vol.46, issue.3, pp.175-185, 1992.
DOI : 10.1080/00031305.1992.10475879

R. Bertolami, M. Zimmermann, and H. Bunke, Rejection strategies for offline handwritten text line recognition, Pattern Recogn, Letters, vol.27, issue.16, pp.2005-2012, 2006.
DOI : 10.1016/j.patrec.2006.06.002

L. Breiman, Random Forests, Machine Learning, vol.45, issue.1, pp.5-32, 2001.
DOI : 10.1023/A:1010933404324

T. Burger, Y. Kessentini, and T. Paquet, Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition, 2011 International Conference on Document Analysis and Recognition, pp.528-532, 2011.
DOI : 10.1109/ICDAR.2011.112
URL : https://hal.archives-ouvertes.fr/hal-00599672

C. Cortes and V. Vapnik, Support-vector networks, Machine Learning, vol.1, issue.3, pp.273-297, 1995.
DOI : 10.1007/BF00994018

M. Elad, Y. Hel-or, and R. Keshet, Pattern detection using maximal rejection classiffier, Proc. International Workshop on Visual Form, pp.514-524, 2001.
DOI : 10.1109/eeei.2000.924366
URL : http://www.faculty.idc.ac.il/toky/Publications/journal/pattDetectMRC.pdf

K. Hempstalk, One-Class Classification by Combining Density and Class Probability Estimation, Machine Learn. and Knowl. Disc. in Databases, pp.505-519, 2008.
DOI : 10.1007/978-3-540-87479-9_51

W. Homenda, A. Jastrzebska, and W. Pedrycz, Rejecting Foreign Elements in Pattern Recognition Problem, Proc. of ICAART 2015, pp.90-99, 2015.
DOI : 10.5220/0005207900900099

Y. Lecun, C. Cortes, C. P. Burges, L. Kotthoff, and P. Fselector, The MNIST database of handwritten digits

E. J. Scheme, B. S. Hudgins, and K. B. Englehart, Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control, IEEE Transactions on Biomedical Engineering, vol.60, issue.6, pp.2013-1563
DOI : 10.1109/TBME.2013.2238939

D. M. Tax and R. P. Duin, Growing a multi-class classifier with a reject option, Pattern Recognition Letters, vol.29, issue.10, pp.1565-1570, 2008.
DOI : 10.1016/j.patrec.2008.03.010

M. J. Todd and E. A. Yildirim, On Khachiyan's algorithm for the computation of minimum-volume enclosing ellipsoids, Discrete Applied Mathematics, vol.155, issue.13, 2005.
DOI : 10.1016/j.dam.2007.02.013

Y. Wang and D. Casasent, A support vector hierarchical method for multi-class classification and rejection, 2009 International Joint Conference on Neural Networks, pp.3281-3288, 2009.
DOI : 10.1109/IJCNN.2009.5178670