Ilia Nouretdinov

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 33

Top Venues

COPA

CoRR

Ann. Math. Artif. Intell.

AIAI Workshops

Royal Holloway, University of London, UK (PHD)

Education History

Royal Holloway, University of London, UK

PHD

Publications

Ilia Nouretdinov, Alex Gammerman
The Venn-ABERS Testing for Change-Point Detection. COPA (2023)
Ilia Nouretdinov, James Gammerman
Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. COPA (2023)
Ilia Nouretdinov
On efficiency of Learning Under Privileged Information. COPA (2022)
Ilia Nouretdinov, James Gammerman
Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution. COPA (2022)
Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
Conformal testing: binary case with Markov alternatives. COPA (2022)
Vladimir Vovk, Ilia Nouretdinov, Alex J. Gammerman
Conformal testing: binary case with Markov alternatives. CoRR (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alexander Gammerman
Retrain or not retrain: Conformal test martingales for change-point detection. CoRR (2021)
Ilia Nouretdinov, Vladimir Vovk, Alex J. Gammerman
Conformal changepoint detection in continuous model situations. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex J. Gammerman
Retrain or not retrain: conformal test martingales for change-point detection. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
Computationally efficient versions of conformal predictive distributions. Neurocomputing 397 (2020)
Ilia Nouretdinov, Alexander Balinsky, Alexander Gammerman
Conformal anomaly detection for visual reconstruction using gestalt principles. COPA (2020)
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Neurocomputing 397 (2020)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Computationally efficient versions of conformal predictive distributions. CoRR (2019)
Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. CoRR (2019)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
Cross-conformal predictive distributions. COPA (2018)
Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen
A Dynamic Distributed Architecture for Preserving Privacy of Medical IoT Monitoring Measurements. ICOST (2018)
Ilia Nouretdinov, Salaheddin Darwish, Stephen D. Wolthusen
Detection of Untrustworthy IoT Measurements Using Expert Knowledge of Their Joint Distribution. ICOST (2018)
Ilia Nouretdinov, Denis Volkhonskiy, Pitt Lim, Paolo Toccaceli, Alexander Gammerman
Inductive Venn-Abers predictive distribution. COPA (2018)
Ilia Nouretdinov
Reverse Conformal Approach for On-line Experimental Design. COPA (2017)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning (2017)
Roberto Jordaney, Kumar Sharad, Santanu Kumar Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, Lorenzo Cavallaro
Transcend: Detecting Concept Drift in Malware Classification Models. USENIX Security Symposium (2017)
Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
Conformal prediction of biological activity of chemical compounds. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alexander Gammerman
Criteria of efficiency for set-valued classification. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen
Towards Composable Threat Assessment for Medical IoT (MIoT). EUSPN/ICTH (2017)
Denis Volkhonskiy, Evgeny Burnaev, Ilia Nouretdinov, Alexander Gammerman, Vladimir Vovk
Inductive Conformal Martingales for Change-Point Detection. COPA (2017)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal predictive distributions with kernels. CoRR (2017)
Ilia Nouretdinov
Improving Reliable Probabilistic Prediction by Using Additional Knowledge. COPA (2017)
Giovanni Cherubin, Ilia Nouretdinov
Hidden Markov Models with Confidence. COPA (2016)
Ilia Nouretdinov
Distributed Conformal Anomaly Detection. ICMLA (2016)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of Efficiency for Conformal Prediction. COPA (2016)
Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
Conformal Predictors for Compound Activity Prediction. COPA (2016)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of efficiency for conformal prediction. CoRR (2016)
Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
Conformal Predictors for Compound Activity Prediction. CoRR (2016)
Antonis Lambrou, Ilia Nouretdinov, Harris Papadopoulos
Inductive Venn Prediction. Ann. Math. Artif. Intell. 74 (1-2) (2015)
Ilia Nouretdinov, Dmitry Devetyarov, Volodya Vovk, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Mike Waterfield, Rainer Cramer, John F. Timms, Ian Jacobs, Usha Menon, Alexander Gammerman
Multiprobabilistic prediction in early medical diagnoses. Ann. Math. Artif. Intell. 74 (1-2) (2015)
James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman
Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy. SLDS (2015)
Giovanni Cherubin, Ilia Nouretdinov, Alexander Gammerman, Roberto Jordaney, Zhi Wang, Davide Papini, Lorenzo Cavallaro
Conformal Clustering and Its Application to Botnet Traffic. SLDS (2015)
Hua-zhen Wang, Xin Liu, Ilia Nouretdinov, Zhiyuan Luo
A Comparison of Three Implementations of Multi-Label Conformal Prediction. SLDS (2015)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Hypergraphical Conformal Predictors. Int. J. Artif. Intell. Tools 24 (6) (2015)
James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman
Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction. AIAI Workshops (2014)
Ilia Nouretdinov
Conformal Prediction under Probabilistic Input. AIAI Workshops (2014)
Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Alexander Gammerman
SVM Venn Machine with k-Means Clustering. AIAI Workshops (2014)
Meng Yang, Ilia Nouretdinov, Zhiyuan Luo
Learning by Conformal Predictors with Additional Information. AIAI (2013)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. ICCSW (2013)
Ilia Nouretdinov, Alexander Lebedev
Defensive Forecast for Conformal Bounded Regression. AIAI (2013)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. AIAI (2013)
Olga Ivina, Ilia Nouretdinov, Alexander Gammerman
Valid predictions with confidence estimation in an air pollution problem. Prog. Artif. Intell. 1 (3) (2012)
Dmitry Devetyarov, Ilia Nouretdinov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, John Sinclair, Usha Menon, Ian Jacobs, Alexander Gammerman
Conformal predictors in early diagnostics of ovarian and breast cancers. Prog. Artif. Intell. 1 (3) (2012)
Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman
Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets. AIAI (2) (2012)
Ilia Nouretdinov, Dmitry Devetyarov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, Ian Jacobs, Usha Menon, Alexander Gammerman
Multiprobabilistic Venn Predictors with Logistic Regression. AIAI (2) (2012)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Plug-in martingales for testing exchangeability on-line CoRR (2012)
Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Testing the Gauss linear assumption for on-line predictions. Prog. Artif. Intell. 1 (3) (2012)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Volodya Vovk
Plug-in martingales for testing exchangeability on-line. ICML (2012)
Ilia Nouretdinov, Alex J. Gammerman, Yanjun Qi, Judith Klein-Seetharaman
Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. Pacific Symposium on Biocomputing (2012)
Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman
Feature Selection by Conformal Predictor. EANN/AIAI (2) (2011)
Ilia Nouretdinov, Sergi G. Costafreda, Alexander Gammerman, Alexey Ya. Chervonenkis, Vladimir Vovk, Vladimir Vapnik, Cynthia H. Y. Fu
Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression. NeuroImage 56 (2) (2011)
Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alexander Gammerman
Applying Conformal Prediction to the Bovine TB Diagnosing. EANN/AIAI (2) (2011)
Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alexander Gammerman
A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. EANN/AIAI (2) (2011)
Dmitry Devetyarov, Ilia Nouretdinov
Prediction with Confidence Based on a Random Forest Classifier. AIAI (2010)
Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo
Application of Conformal Predictors to Tea Classification Based on Electronic Nose. AIAI (2010)
Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman
Online Prediction of Ovarian Cancer. AIME (2009)
Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman
Online prediction of ovarian cancer CoRR (2009)
Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alexander Gammerman
Conditional Prediction Intervals for Linear Regression. ICMLA (2009)
Ilia Nouretdinov, Brian Burford, Alexander Gammerman
Application of Inductive Confidence Machine to ICMLA Competition Data. ICMLA (2009)
Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman
Confidence Machine and Its Application to Medical Diagnosis. BIOCOMP (2009)
Alexander Gammerman, Volodya Vovk, Brian Burford, Ilia Nouretdinov, Zhiyuan Luo, Alexey Ya. Chervonenkis, Mike Waterfield, Rainer Cramer, Paul Tempst, Josep Villanueva, Musarat Kabir, Stephane Camuzeaux, John Timms, Usha Menon, Ian Jacobs
Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer. Comput. J. 52 (3) (2009)
Ilia Nouretdinov
Offline Nearest Neighbour Transductive Confidence Machine. ICDM (Posters and Workshops) (2008)
Ilia Nouretdinov
Subsets More Representative Than Random Ones. ICDM (2007)
Ilia Nouretdinov, Vladimir Vovk
Criterion of calibration for transductive confidence machine with limited feedback. Theor. Comput. Sci. 364 (1) (2006)
Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer
Defensive forecasting for linear protocols CoRR (2005)
Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer
Defensive Forecasting for Linear Protocols. ALT (2005)
Ilia Nouretdinov, Vladimir V. V'yugin, Alexander Gammerman
Transductive Confidence Machine Is Universal. ALT (2003)
Vladimir Vovk, Ilia Nouretdinov, Alexander Gammerman
Testing Exchangeability On-Line. ICML (2003)
Ilia Nouretdinov, Vladimir Vovk
Criterion of Calibration for Transductive Confidence Machine with Limited Feedback. ALT (2003)
Vladimir Vovk, Glenn Shafer, Ilia Nouretdinov
Self-calibrating Probability Forecasting. NIPS (2003)
Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman
Transductive Confidence Machines for Pattern Recognition. ECML (2002)
Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman
Transductive Confidence Machines for Pattern Recognition. AI&M (2002)
Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk
Comparing the Bayes and Typicalness Frameworks. ECML (2001)
Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alexander Gammerman
Pattern Recognition and Density Estimation under the General i.i.d. Assumption. COLT/EuroCOLT (2001)
Ilia Nouretdinov, Thomas Melluish, Volodya Vovk
Ridge Regression Confidence Machine. ICML (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ilia Nouretdinov