Ilia Nouretdinov

According to our database, Ilia Nouretdinov authored at least 69 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Venn-ABERS Testing for Change-Point Detection.

Ilia Nouretdinov, Alex Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction.

Ilia Nouretdinov, James Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2022

Conformal testing: binary case with Markov alternatives.

Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution.

Ilia Nouretdinov, James Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

On efficiency of Learning Under Privileged Information.

Ilia Nouretdinov

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

2021

Retrain or not retrain: conformal test martingales for change-point detection.

Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

Conformal changepoint detection in continuous model situations.

Ilia Nouretdinov, Vladimir Vovk, Alex Gammerman

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

Computationally efficient versions of conformal predictive distributions.

Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman

Neurocomputing, 2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection.

Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal

Neurocomputing, 2020

Conformal anomaly detection for visual reconstruction using gestalt principles.

Ilia Nouretdinov, Alexander Balinsky, Alexander Gammerman

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020

2019

Modelling the Privacy Impact of External Knowledge for Sensor Data in the Industrial Internet of Things.

Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen

Proceedings of the Security and Privacy Trends in the Industrial Internet of Things, 2019

2018

Detection of Untrustworthy IoT Measurements Using Expert Knowledge of Their Joint Distribution.

Ilia Nouretdinov, Salaheddin Darwish, Stephen D. Wolthusen

Proceedings of the Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living, 2018

A Dynamic Distributed Architecture for Preserving Privacy of Medical IoT Monitoring Measurements.

Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen

Proceedings of the Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living, 2018

Cross-conformal predictive distributions.

Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

Inductive Venn-Abers predictive distribution.

Ilia Nouretdinov, Denis Volkhonskiy, Pitt Lim, Paolo Toccaceli, Alexander Gammerman

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

2017

Criteria of efficiency for set-valued classification.

Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman

Ann. Math. Artif. Intell., 2017

Conformal prediction of biological activity of chemical compounds.

Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman

Ann. Math. Artif. Intell., 2017

Transcend: Detecting Concept Drift in Malware Classification Models.

Roberto Jordaney, Kumar Sharad, Santanu Kumar Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, Lorenzo Cavallaro

Proceedings of the 26th USENIX Security Symposium, 2017

Towards Composable Threat Assessment for Medical IoT (MIoT).

Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Inductive Conformal Martingales for Change-Point Detection.

Denis Volkhonskiy, Evgeny Burnaev, Ilia Nouretdinov, Alexander Gammerman, Vladimir Vovk

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

Improving Reliable Probabilistic Prediction by Using Additional Knowledge.

Ilia Nouretdinov

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

Reverse Conformal Approach for On-line Experimental Design.

Ilia Nouretdinov

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

Conformal Predictive Distributions with Kernels.

Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman

Proceedings of the Braverman Readings in Machine Learning. Key Ideas from Inception to Current State, 2017

2016

Distributed Conformal Anomaly Detection.

Ilia Nouretdinov

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Criteria of Efficiency for Conformal Prediction.

Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

Conformal Predictors for Compound Activity Prediction.

Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

Hidden Markov Models with Confidence.

Giovanni Cherubin, Ilia Nouretdinov

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

2015

Hypergraphical Conformal Predictors.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk

Int. J. Artif. Intell. Tools, 2015

Multiprobabilistic prediction in early medical diagnoses.

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, Alex Gammerman

Ann. Math. Artif. Intell., 2015

Inductive Venn Prediction.

Antonis Lambrou, Ilia Nouretdinov, Harris Papadopoulos

Ann. Math. Artif. Intell., 2015

A Comparison of Three Implementations of Multi-Label Conformal Prediction.

Hua-zhen Wang, Xin Liu, Ilia Nouretdinov, Zhiyuan Luo

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy.

James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Conformal Clustering and Its Application to Botnet Traffic.

Giovanni Cherubin, Ilia Nouretdinov, Alexander Gammerman, Roberto Jordaney, Zhi Wang, Davide Papini, Lorenzo Cavallaro

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

2014

SVM Venn Machine with k-Means Clustering.

Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction.

James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Conformal Prediction under Probabilistic Input.

Ilia Nouretdinov

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013

Learning by Conformal Predictors with Additional Information.

Meng Yang, Ilia Nouretdinov, Zhiyuan Luo

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Defensive Forecast for Conformal Bounded Regression.

Ilia Nouretdinov, Alexander Lebedev

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Conformal Prediction under Hypergraphical Models.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012

Valid predictions with confidence estimation in an air pollution problem.

Olga Ivina, Ilia Nouretdinov, Alex Gammerman

Prog. Artif. Intell., 2012

Testing the Gauss linear assumption for on-line predictions.

Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman

Prog. Artif. Intell., 2012

Conformal predictors in early diagnostics of ovarian and breast cancers.

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, Alex Gammerman

Prog. Artif. Intell., 2012

Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method.

Ilia Nouretdinov, Alex Gammerman, Yanjun Qi, Judith Klein-Seetharaman

Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

Multiprobabilistic Venn Predictors with Logistic Regression.

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

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets.

Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Plug-in martingales for testing exchangeability on-line.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression.

Ilia Nouretdinov, Sergi G. Costafreda, Alexander Gammerman, Alexey Ya. Chervonenkis, Vladimir Vovk, Vladimir Vapnik, Cynthia H. Y. Fu

NeuroImage, 2011

A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs.

Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alex Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Feature Selection by Conformal Predictor.

Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Applying Conformal Prediction to the Bovine TB Diagnosing.

Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alex Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2011

2010

Application of Conformal Predictors to Tea Classification Based on Electronic Nose.

Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo

Proceedings of the Artificial Intelligence Applications and Innovations, 2010

Prediction with Confidence Based on a Random Forest Classifier.

Dmitry Devetyarov, Ilia Nouretdinov

Proceedings of the Artificial Intelligence Applications and Innovations, 2010

2009

Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer.

Alex 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

Comput. J., 2009

Application of Inductive Confidence Machine to ICMLA Competition Data.

Ilia Nouretdinov, Brian Burford, Alex Gammerman

Proceedings of the International Conference on Machine Learning and Applications, 2009

Conditional Prediction Intervals for Linear Regression.

Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman

Proceedings of the International Conference on Machine Learning and Applications, 2009

Confidence Machine and Its Application to Medical Diagnosis.

Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

Online Prediction of Ovarian Cancer.

Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

Offline Nearest Neighbour Transductive Confidence Machine.

Ilia Nouretdinov

Proceedings of the Advances in Data Mining. 8th Industrial Conference, 2008

2007

Subsets More Representative Than Random Ones.

Ilia Nouretdinov

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

2006

Criterion of calibration for transductive confidence machine with limited feedback.

Ilia Nouretdinov, Vladimir Vovk

Theor. Comput. Sci., 2006

2005

Defensive Forecasting for Linear Protocols.

Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

2003

Algorithmic theory of randomness and its applications.

Ilia Nouretdinov

PhD thesis, 2003

Self-calibrating Probability Forecasting.

Vladimir Vovk, Glenn Shafer, Ilia Nouretdinov

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Testing Exchangeability On-Line.

Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman

Proceedings of the Machine Learning, 2003

Transductive Confidence Machine Is Universal.

Ilia Nouretdinov, Vladimir V. V'yugin, Alex Gammerman

Proceedings of the Algorithmic Learning Theory, 14th International Conference, 2003

2002

Transductive Confidence Machines for Pattern Recognition.

Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman

Proceedings of the Machine Learning: ECML 2002, 2002

2001

Ridge Regression Confidence Machine.

Ilia Nouretdinov, Thomas Melluish, Volodya Vovk

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Comparing the Bayes and Typicalness Frameworks.

Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk

Proceedings of the Machine Learning: EMCL 2001, 2001

Pattern Recognition and Density Estimation under the General i.i.d. Assumption.

Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman

Proceedings of the Computational Learning Theory, 2001