Developing deep learning applications for life science and pharma industry, Drug Res (Stuttg), vol.68, issue.06, p.305, 2018. ,
A statistical decision rule with incomplete knowledge about the classes, 1993. ,
The nearest neighbor classification rule with a reject option, IEEE Trans. Systems Science and Cybernetics, vol.6, pp.179-185, 1970. ,
Reject options and confidence measures for knn classifiers, Schriftenreihe des Fachbereichs Elektrotechnik und Informatik der Hochschule Niederrhein, vol.8, pp.16-38, 2009. ,
On optimum recognition error and reject tradeoff, IEEE Transactions on Information Theory, vol.16, issue.1, pp.41-46, 1970. ,
Investigating feedforward neural networks with respect to the rejection of spurious patterns, Pattern Recognition Letters, vol.16, pp.207-212, 1995. ,
To reject or not to reject: that is the question-an answer in case of neural classifiers, IEEE Trans. Systems, Man, and Cybernetics, Part C, vol.30, pp.84-94, 2000. ,
An evaluation of one-class classification techniques for speaker verification, Artificial Intelligence Review, vol.27, issue.4, pp.295-307, 2007. ,
Assessing a Mixture Model for Clustering with the Integrated Classification Likelihood, INRIA, 1998. ,
URL : https://hal.archives-ouvertes.fr/inria-00073163
Understanding logistic regression analysis, Biochemia medica, vol.24, issue.1, pp.12-18, 2014. ,
Deep convolutional neural networks for computer-aided detection: Cnn architectures, dataset characteristics and transfer learning, IEEE transactions on medical imaging, vol.35, issue.5, pp.1285-1298, 2016. ,
Mobilenets: Efficient convolutional neural networks for mobile vision applications, 2017. ,
ImageNet: A Large-Scale Hierarchical Image Database, p.9, 2009. ,
Principal Component Analysis, ser. Springer Series in Statistics, 2006. ,
Decision forests for classification, regression, density estimation, manifold learning and semi-supervised learning, 2011. ,
Scikit-learn: Machine learning in Python, Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination, Biometrika, vol.82, issue.4, pp.711-732, 1995. ,