Ilia Nouretdinov

89 papers A* 5B 4C 5Misc 9Journal 25Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Conformal Mining for Multiple Error Correction in the Data. The Importance of Being Learnable Ilia Nouretdinov
2025	J	`jnl`	Conformal e-testing. Pattern Recognit. Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2025	—	`conf`	DUEn: An Ensemble Framework Enhanced by Distribution-Free Uncertainty for Regression. COPA Songlin Du, Ling Luo, Ilia Nouretdinov, Uwe Aickelin
2025	—	`conf`	Validity and efficiency of the conformal CUSUM procedure. COPA Vladimir Vovk, Ilia Nouretdinov, Alexander Gammerman
2025	—	`conf`	Venn-Abers Testing of Exchangeability. COPA Ilia Nouretdinov
2024	—	`conf`	Inductive Venn-Abers Predictive Distributions: New Applications & Evaluation. COPA Ilia Nouretdinov, James Gammerman
2024	J	`jnl`	Validity and efficiency of the conformal CUSUM procedure. CoRR Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2023	—	`conf`	Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. COPA Ilia Nouretdinov, James Gammerman
2023	—	`conf`	The Venn-ABERS Testing for Change-Point Detection. COPA Ilia Nouretdinov, Alex Gammerman
2022	—	`conf`	Conformal testing: binary case with Markov alternatives. COPA Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2022	—	`conf`	On efficiency of Learning Under Privileged Information. COPA Ilia Nouretdinov
2022	—	`conf`	Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution. COPA Ilia Nouretdinov, James Gammerman
2021	—	`conf`	Conformal changepoint detection in continuous model situations. COPA Ilia Nouretdinov, Vladimir Vovk, Alex Gammerman
2021	J	`jnl`	Conformal testing: binary case with Markov alternatives. CoRR Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2021	J	`jnl`	Retrain or not retrain: Conformal test martingales for change-point detection. CoRR Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2021	—	`conf`	Retrain or not retrain: conformal test martingales for change-point detection. COPA Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2020	J	`jnl`	Computationally efficient versions of conformal predictive distributions. Neurocomputing Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
2020	—	`conf`	Conformal anomaly detection for visual reconstruction using gestalt principles. COPA Ilia Nouretdinov, Alexander Balinsky, Alexander Gammerman
2020	J	`jnl`	Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Neurocomputing Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
2019	J	`jnl`	Computationally efficient versions of conformal predictive distributions. CoRR Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2019	—	`ch.`	Modelling the Privacy Impact of External Knowledge for Sensor Data in the Industrial Internet of Things. Security and Privacy Trends in the Industrial Internet of Thing Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen
2019	J	`jnl`	Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. CoRR Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal
2018	C	`conf`	A Dynamic Distributed Architecture for Preserving Privacy of Medical IoT Monitoring Measurements. ICOST Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen
2018	—	`conf`	Cross-conformal predictive distributions. COPA Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
2018	C	`conf`	Detection of Untrustworthy IoT Measurements Using Expert Knowledge of Their Joint Distribution. ICOST Ilia Nouretdinov, Salaheddin Darwish, Stephen D. Wolthusen
2018	—	`conf`	Inductive Venn-Abers predictive distribution. COPA Ilia Nouretdinov, Denis Volkhonskiy, Pitt Lim, Paolo Toccaceli, Alexander Gammerman
2017	—	`conf`	Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2017	J	`jnl`	Conformal prediction of biological activity of chemical compounds. Ann. Math. Artif. Intell. Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
2017	J	`jnl`	Conformal predictive distributions with kernels. CoRR Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2017	J	`jnl`	Criteria of efficiency for set-valued classification. Ann. Math. Artif. Intell. Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman
2017	—	`conf`	Improving Reliable Probabilistic Prediction by Using Additional Knowledge. COPA Ilia Nouretdinov
2017	—	`conf`	Inductive Conformal Martingales for Change-Point Detection. COPA Denis Volkhonskiy, Evgeny Burnaev, Ilia Nouretdinov, Alexander Gammerman, Vladimir Vovk
2017	—	`conf`	Reverse Conformal Approach for On-line Experimental Design. COPA Ilia Nouretdinov
2017	—	`conf`	Towards Composable Threat Assessment for Medical IoT (MIoT). EUSPN/ICTH Salaheddin Darwish, Ilia Nouretdinov, Stephen D. Wolthusen
2017	A*	`conf`	Transcend: Detecting Concept Drift in Malware Classification Models. USENIX Security Symposium Roberto Jordaney, Kumar Sharad, Santanu Kumar Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, Lorenzo Cavallaro
2016	—	`conf`	Conformal Predictors for Compound Activity Prediction. COPA Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
2016	J	`jnl`	Conformal Predictors for Compound Activity Prediction. CoRR Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
2016	—	`conf`	Criteria of Efficiency for Conformal Prediction. COPA Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
2016	J	`jnl`	Criteria of efficiency for conformal prediction. CoRR Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman
2016	C	`conf`	Distributed Conformal Anomaly Detection. ICMLA Ilia Nouretdinov
2016	—	`conf`	Hidden Markov Models with Confidence. COPA Giovanni Cherubin, Ilia Nouretdinov
2015	—	`conf`	A Comparison of Three Implementations of Multi-Label Conformal Prediction. SLDS Hua-zhen Wang, Xin Liu, Ilia Nouretdinov, Zhiyuan Luo
2015	—	`conf`	Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy. SLDS James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman
2015	—	`conf`	Conformal Clustering and Its Application to Botnet Traffic. SLDS Giovanni Cherubin, Ilia Nouretdinov, Alexander Gammerman, Roberto Jordaney, Zhi Wang, Davide Papini, Lorenzo Cavallaro
2015	J	`jnl`	Hypergraphical Conformal Predictors. Int. J. Artif. Intell. Tools Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2015	J	`jnl`	Inductive Venn Prediction. Ann. Math. Artif. Intell. Antonis Lambrou, Ilia Nouretdinov, Harris Papadopoulos
2015	J	`jnl`	Multiprobabilistic prediction in early medical diagnoses. Ann. Math. Artif. Intell. 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
2014	—	`conf`	Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction. AIAI (Workshops) James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman
2014	—	`conf`	Conformal Prediction under Probabilistic Input. AIAI (Workshops) Ilia Nouretdinov
2014	—	`conf`	SVM Venn Machine with k-Means Clustering. AIAI (Workshops) Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman
2013	—	`conf`	Conformal Prediction under Hypergraphical Models. ICCSW Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2013	Misc	`conf`	Conformal Prediction under Hypergraphical Models. AIAI Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2013	Misc	`conf`	Defensive Forecast for Conformal Bounded Regression. AIAI Ilia Nouretdinov, Alexander Lebedev
2013	Misc	`conf`	Learning by Conformal Predictors with Additional Information. AIAI Meng Yang, Ilia Nouretdinov, Zhiyuan Luo
2012	J	`jnl`	Conformal predictors in early diagnostics of ovarian and breast cancers. Prog. Artif. Intell. 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
2012	Misc	`conf`	Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. Pacific Symposium on Biocomputing Ilia Nouretdinov, Alex Gammerman, Yanjun Qi, Judith Klein-Seetharaman
2012	—	`conf`	Multiprobabilistic Venn Predictors with Logistic Regression. AIAI (2) 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
2012	J	`jnl`	Plug-in martingales for testing exchangeability on-line CoRR Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2012	A*	`conf`	Plug-in martingales for testing exchangeability on-line. ICML Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk
2012	—	`conf`	Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets. AIAI (2) Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman
2012	J	`jnl`	Testing the Gauss linear assumption for on-line predictions. Prog. Artif. Intell. Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman
2012	J	`jnl`	Valid predictions with confidence estimation in an air pollution problem. Prog. Artif. Intell. Olga Ivina, Ilia Nouretdinov, Alex Gammerman
2011	Misc	`conf`	A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. AIAI Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alex Gammerman
2011	Misc	`conf`	Applying Conformal Prediction to the Bovine TB Diagnosing. AIAI Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alex Gammerman
2011	Misc	`conf`	Feature Selection by Conformal Predictor. AIAI Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman
2011	J	`jnl`	Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression. NeuroImage Ilia Nouretdinov, Sergi G. Costafreda, Alexander Gammerman, Alexey Ya. Chervonenkis, Vladimir Vovk, Vladimir Vapnik, Cynthia H. Y. Fu
2010	Misc	`conf`	Application of Conformal Predictors to Tea Classification Based on Electronic Nose. AIAI Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo
2010	Misc	`conf`	Prediction with Confidence Based on a Random Forest Classifier. AIAI Dmitry Devetyarov, Ilia Nouretdinov
2009	C	`conf`	Application of Inductive Confidence Machine to ICMLA Competition Data. ICMLA Ilia Nouretdinov, Brian Burford, Alex Gammerman
2009	C	`conf`	Conditional Prediction Intervals for Linear Regression. ICMLA Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman
2009	—	`conf`	Confidence Machine and Its Application to Medical Diagnosis. BIOCOMP Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	B	`conf`	Online Prediction of Ovarian Cancer. AIME Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	J	`jnl`	Online prediction of ovarian cancer CoRR Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	J	`jnl`	Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer. Comput. J. 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
2008	—	`conf`	Offline Nearest Neighbour Transductive Confidence Machine. ICDM (Posters and Workshops) Ilia Nouretdinov
2007	A*	`conf`	Subsets More Representative Than Random Ones. ICDM Ilia Nouretdinov
2006	J	`jnl`	Criterion of calibration for transductive confidence machine with limited feedback. Theor. Comput. Sci. Ilia Nouretdinov, Vladimir Vovk
2005	B	`conf`	Defensive Forecasting for Linear Protocols. ALT Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer
2005	J	`jnl`	Defensive forecasting for linear protocols CoRR Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer
2003	—	`—`	Algorithmic theory of randomness and its applications. Ilia Nouretdinov
2003	B	`conf`	Criterion of Calibration for Transductive Confidence Machine with Limited Feedback. ALT Ilia Nouretdinov, Vladimir Vovk
2003	—	`conf`	Self-calibrating Probability Forecasting. NIPS Vladimir Vovk, Glenn Shafer, Ilia Nouretdinov
2003	A*	`conf`	Testing Exchangeability On-Line. ICML Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2003	B	`conf`	Transductive Confidence Machine Is Universal. ALT Ilia Nouretdinov, Vladimir V. V'yugin, Alex Gammerman
2002	—	`conf`	Transductive Confidence Machines for Pattern Recognition. ECML Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman
2002	—	`conf`	Transductive Confidence Machines for Pattern Recognition. AI&M Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman
2001	—	`conf`	Comparing the Bayes and Typicalness Frameworks. ECML Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk
2001	—	`conf`	Pattern Recognition and Density Estimation under the General i.i.d. Assumption. COLT/EuroCOLT Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman
2001	A*	`conf`	Ridge Regression Confidence Machine. ICML Ilia Nouretdinov, Thomas Melluish, Volodya Vovk