Articles with public access mandates - Nouretdinov, I.Learn more
Not available anywhere: 3
Conformal anomaly detection of trajectories with a multi-class hierarchy
J Smith, I Nouretdinov, R Craddock, C Offer, A Gammerman
Statistical Learning and Data Sciences: Third International Symposium, SLDS …, 2015
Mandates: UK Engineering and Physical Sciences Research Council
A comparison of three implementations of multi-label conformal prediction
H Wang, X Liu, I Nouretdinov, Z Luo
Statistical Learning and Data Sciences: Third International Symposium, SLDS …, 2015
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Hypergraphical conformal predictors
V Fedorova, A Gammerman, I Nouretdinov, V Vovk
International Journal on Artificial Intelligence Tools 24 (06), 1560003, 2015
Mandates: National Natural Science Foundation of China, UK Biotechnology and …
Available somewhere: 21
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
Mandates: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
Criteria of efficiency for conformal prediction
V Vovk, V Fedorova, I Nouretdinov, A Gammerman
Conformal and Probabilistic Prediction with Applications: 5th International …, 2016
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Cross-conformal predictive distributions
V Vovk, I Nouretdinov, V Manokhin, A Gammerman
conformal and probabilistic prediction and applications, 37-51, 2018
Mandates: European Commission, UK Research & Innovation
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
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
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
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: US National Institutes of Health
Computationally efficient versions of conformal predictive distributions
V Vovk, I Petej, I Nouretdinov, V Manokhin, A Gammerman
Neurocomputing 397, 292-308, 2020
Mandates: European Commission, UK Research & Innovation
Conformal clustering and its application to botnet traffic
G Cherubin, I Nouretdinov, A Gammerman, R Jordaney, Z Wang, D Papini, ...
Statistical Learning and Data Sciences: Third International Symposium, SLDS …, 2015
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
I Nouretdinov, J Gammerman, M Fontana, D Rehal
Neurocomputing 397, 279-291, 2020
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Criteria of efficiency for set-valued classification
V Vovk, I Nouretdinov, V Fedorova, I Petej, A Gammerman
Annals of Mathematics and Artificial Intelligence 81, 21-46, 2017
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research …
Conformal predictors for compound activity prediction
P Toccaceli, I Nouretdinov, A Gammerman
Conformal and Probabilistic Prediction with Applications: 5th International …, 2016
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Multiprobabilistic prediction in early medical diagnoses
I Nouretdinov, D Devetyarov, V Vovk, B Burford, S Camuzeaux, ...
Annals of Mathematics and Artificial Intelligence 74, 203-222, 2015
Mandates: National Natural Science Foundation of China, UK Biotechnology and …
Conformal predictive distributions with kernels
V Vovk, I Nouretdinov, V Manokhin, A Gammerman
Braverman Readings in Machine Learning. Key Ideas from Inception to Current …, 2018
Mandates: European Commission
Conformal prediction of biological activity of chemical compounds
P Toccaceli, I Nouretdinov, A Gammerman
Annals of Mathematics and Artificial Intelligence 81, 105-123, 2017
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Defensive forecast for conformal bounded regression
I Nouretdinov, A Lebedev
IFIP International Conference on Artificial Intelligence Applications and …, 2013
Mandates: UK Biotechnology and Biological Sciences Research Council, UK Engineering …
Improving reliable probabilistic prediction by using additional knowledge
I Nouretdinov
Conformal and Probabilistic Prediction and Applications, 193-200, 2017
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Hidden markov models with confidence
G Cherubin, I Nouretdinov
Symposium on Conformal and Probabilistic Prediction with Applications, 128-144, 2016
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
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