Nouretdinov, I.
Nouretdinov, I.
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Cited by
Cited by
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
European Conference on Machine Learning, 381-390, 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
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
Comparing the Bayes and typicalness frameworks
T Melluish, C Saunders, I Nouretdinov, V Vovk
European Conference on Machine Learning, 360-371, 2001
Ridge regression confidence machine
I Nouretdinov, T Melluish, V Vovk
ICML, 385-392, 2001
Testing exchangeability on-line
V Vovk, I Nouretdinov, A Gammerman
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
Criteria of efficiency for conformal prediction
V Vovk, V Fedorova, I Nouretdinov, A Gammerman
Symposium on conformal and probabilistic prediction with applications, 23-39, 2016
On-line predictive linear regression
V Vovk, I Nouretdinov, A Gammerman
The Annals of Statistics, 1566-1590, 2009
Pattern recognition and density estimation under the general iid assumption
I Nouretdinov, V Vovk, M Vyugin, A Gammerman
International Conference on Computational Learning Theory, 337-353, 2001
Prediction with confidence based on a random forest classifier
D Devetyarov, I Nouretdinov
IFIP International Conference on Artificial Intelligence Applications and …, 2010
Reliable probability estimates based on support vector machines for large multiclass datasets
A Lambrou, H Papadopoulos, I Nouretdinov, A Gammerman
IFIP International Conference on Artificial Intelligence Applications and …, 2012
Plug-in martingales for testing exchangeability on-line
V Fedorova, A Gammerman, I Nouretdinov, V Vovk
arXiv preprint arXiv:1204.3251, 2012
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
Self-calibrating Probability Forecasting.
V Vovk, G Shafer, I Nouretdinov
NIPS, 1133-1140, 2003
Determining confidence of predicted interactions between HIV-1 and human proteins using conformal method
I Nouretdinov, A Gammerman, Y Qi, J Klein-Seetharaman
Biocomputing 2012, 311-322, 2012
Clinical mass spectrometry proteomic diagnosis by conformal predictors
A Gammerman, I Nouretdinov, B Burford, A Chervonenkis, V Vovk, Z Luo
Statistical applications in genetics and molecular biology 7 (2), 2008
Serum proteomic abnormality predating screen detection of ovarian cancer
A Gammerman, V Vovk, B Burford, I Nouretdinov, Z Luo, A Chervonenkis, ...
The Computer Journal 52 (3), 326-333, 2009
The typicalness framework: a comparison with the Bayesian approach
T Melluish, C Saunders, I Nouretdinov, V Vovk
University of London, Royal Holloway, 2001
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
Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks
JF Timms, U Menon, D Devetyarov, A Tiss, S Camuzeaux, K McCurrie, ...
Cancer genomics & proteomics 8 (6), 289-305, 2011
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