Nouretdinov, I.
Nouretdinov, I.
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Transcend: Detecting concept drift in malware classification models
R Jordaney, K Sharad, SK Dash, Z Wang, D Papini, I Nouretdinov, ...
26th USENIX security symposium (USENIX security 17), 625-642, 2017
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
Machine Learning: ECML 2002: 13th European Conference on Machine Learning …, 2002
Machine learning classification with confidence: application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression
I Nouretdinov, SG Costafreda, A Gammerman, A Chervonenkis, V Vovk, ...
Neuroimage 56 (2), 809-813, 2011
Ridge regression confidence machine
I Nouretdinov, T Melluish, V Vovk
ICML, 385-392, 2001
Comparing the Bayes and typicalness frameworks
T Melluish, C Saunders, I Nouretdinov, V Vovk
Machine Learning: ECML 2001: 12th European Conference on Machine Learning …, 2001
Criteria of efficiency for conformal prediction
V Vovk, V Fedorova, I Nouretdinov, A Gammerman
Conformal and Probabilistic Prediction with Applications: 5th International …, 2016
Testing exchangeability on-line
V Vovk, I Nouretdinov, A Gammerman
Proceedings of the 20th international conference on machine learning (ICML …, 2003
On-line predictive linear regression
V Vovk, I Nouretdinov, A Gammerman
The Annals of Statistics, 1566-1590, 2009
Prediction with confidence based on a random forest classifier
D Devetyarov, I Nouretdinov
Artificial Intelligence Applications and Innovations: 6th IFIP WG 12.5 …, 2010
Plug-in martingales for testing exchangeability on-line
V Fedorova, A Gammerman, I Nouretdinov, V Vovk
arXiv preprint arXiv:1204.3251, 2012
Self-calibrating probability forecasting
V Vovk, G Shafer, I Nouretdinov
Advances in neural information processing systems 16, 2003
Cross-conformal predictive distributions
V Vovk, I Nouretdinov, V Manokhin, A Gammerman
conformal and probabilistic prediction and applications, 37-51, 2018
Pattern recognition and density estimation under the general iid assumption
I Nouretdinov, V Vovk, M Vyugin, A Gammerman
Computational Learning Theory: 14th Annual Conference on Computational …, 2001
Reliable probability estimates based on support vector machines for large multiclass datasets
A Lambrou, H Papadopoulos, I Nouretdinov, A Gammerman
Artificial Intelligence Applications and Innovations: AIAI 2012 …, 2012
Inductive conformal martingales for change-point detection
D Volkhonskiy, E Burnaev, I Nouretdinov, A Gammerman, V Vovk
Conformal and Probabilistic Prediction and Applications, 132-153, 2017
Towards composable threat assessment for medical IoT (MIoT)
S Darwish, I Nouretdinov, SD Wolthusen
Procedia computer science 113, 627-632, 2017
Mondrian confidence machine
V Vovk, D Lindsay, I Nouretdinov, A Gammerman
Technical Report, 2003
Inductive venn prediction
A Lambrou, I Nouretdinov, H Papadopoulos
Annals of Mathematics and Artificial Intelligence 74, 181-201, 2015
Anomaly detection of trajectories with kernel density estimation by conformal prediction
J Smith, I Nouretdinov, R Craddock, C Offer, A Gammerman
Artificial Intelligence Applications and Innovations: AIAI 2014 Workshops …, 2014
Peptides generated ex vivo from serum proteins by tumor-specific exopeptidases are not useful biomarkers in ovarian cancer
JF Timms, R Cramer, S Camuzeaux, A Tiss, C Smith, B Burford, ...
Clinical Chemistry 56 (2), 262-271, 2010
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