Ilia Nouretdinov

Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman: Testing the Gauss linear assumption for on-line predictions. Progress in AI 1(3): 205-213 (2012)

Olga Ivina, Ilia Nouretdinov, Alexander Gammerman: Valid predictions with confidence estimation in an air pollution problem. Progress in AI 1(3): 235-243 (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. Progress in AI 1(3): 245-257 (2012)

Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Volodya Vovk: Plug-in martingales for testing exchangeability on-line. ICML 2012

Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman: Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets. AIAI (2) 2012: 182-191

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: 224-233

Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk: Plug-in martingales for testing exchangeability on-line. CoRR abs/1204.3251 (2012)

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): 809-813 (2011)

Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman: Feature Selection by Conformal Predictor. EANN/AIAI (2) 2011: 439-448

Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alexander Gammerman: Applying Conformal Prediction to the Bovine TB Diagnosing. EANN/AIAI (2) 2011: 449-454

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: 483-490

Dmitry Devetyarov, Ilia Nouretdinov: Prediction with Confidence Based on a Random Forest Classifier. AIAI 2010: 37-44

Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo: Application of Conformal Predictors to Tea Classification Based on Electronic Nose. AIAI 2010: 303-310

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): 326-333 (2009)

Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman: Online Prediction of Ovarian Cancer. AIME 2009: 375-379

Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman: Confidence Machine and Its Application to Medical Diagnosis. BIOCOMP 2009: 448-454

Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alexander Gammerman: Conditional Prediction Intervals for Linear Regression. ICMLA 2009: 131-138

Ilia Nouretdinov, Brian Burford, Alexander Gammerman: Application of Inductive Confidence Machine to ICMLA Competition Data. ICMLA 2009: 435-438

Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman: Online prediction of ovarian cancer. CoRR abs/0904.1579 (2009)

Ilia Nouretdinov: Offline Nearest Neighbour Transductive Confidence Machine. Industrial Conference on Data Mining - Posters and Workshops 2008: 16-24

Ilia Nouretdinov: Subsets More Representative Than Random Ones. Industrial Conference on Data Mining 2007: 15-20

Ilia Nouretdinov, Vladimir Vovk: Criterion of calibration for transductive confidence machine with limited feedback. Theor. Comput. Sci. 364(1): 3-9 (2006)

Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer: Defensive Forecasting for Linear Protocols. ALT 2005: 459-473

Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer: Defensive forecasting for linear protocols. CoRR abs/cs/0506007 (2005)

Ilia Nouretdinov, Vladimir Vovk: Criterion of Calibration for Transductive Confidence Machine with Limited Feedback. ALT 2003: 259-267

Ilia Nouretdinov, Vladimir V. V'yugin, Alexander Gammerman: Transductive Confidence Machine Is Universal. ALT 2003: 283-297

Vladimir Vovk, Ilia Nouretdinov, Alexander Gammerman: Testing Exchangeability On-Line. ICML 2003: 768-775

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. AMAI 2002

Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman: Transductive Confidence Machines for Pattern Recognition. ECML 2002: 381-390

Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman: Transductive Confidence Machines for Pattern Recognition. ISAIM 2002

Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alexander Gammerman: Pattern Recognition and Density Estimation under the General i.i.d. Assumption. COLT/EuroCOLT 2001: 337-353

Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk: Comparing the Bayes and Typicalness Frameworks. ECML 2001: 360-371

Ilia Nouretdinov, Thomas Melluish, Volodya Vovk: Ridge Regression Confidence Machine. ICML 2001: 385-392