| 2012 | ICML | Plug-in martingales for testing exchangeability on-line. | Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk |
| 2012 | PSB | Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. | Ilia Nouretdinov, Alex Gammerman, Yanjun Qi, Judith Klein-Seetharaman |
| 2009 | AIME | Online Prediction of Ovarian Cancer. | Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman |
| 2009 | ICMLA | Conditional Prediction Intervals for Linear Regression. | Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman |
| 2009 | ICMLA | Application of Inductive Confidence Machine to ICMLA Competition Data. | Ilia Nouretdinov, Brian Burford, Alex Gammerman |
| 2007 | ICTAI | Conformal Prediction with Neural Networks. | Harris Papadopoulos, Volodya Vovk, Alex Gammerman |
| 2006 | GRC | Reliable classification of childhood acute leukaemia from gene expression data using confidence machines. | Tony Bellotti, Zhiyuan Luo, Alex Gammerman |
| 2006 | IDEAL | Strangeness Minimisation Feature Selection with Confidence Machines. | Tony Bellotti, Zhiyuan Luo, Alex Gammerman |
| 2005 | ECSQARU | Qualified Probabilistic Predictions Using Graphical Models. | Zhiyuan Luo, Alex Gammerman |
| 2004 | IDEAL | Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. | Zhiyuan Luo, Tony Bellotti, Alex Gammerman |
| 2004 | UAI | On-line Prediction with Kernels and the Complexity Approximation Principle. | Alex Gammerman, Yuri Kalnishkan, Vladimir Vovk |
| 2003 | ALT | Transductive Confidence Machine Is Universal. | Ilia Nouretdinov, Vladimir V. V'yugin, Alex Gammerman |
| 2003 | ICML | Testing Exchangeability On-Line. | Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman |
| 2002 | ICMLA | Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. | Harris Papadopoulos, Vladimir Vovk, Alex Gammerman |
| 2002 | ISAIM | Inductive Confidence Machines for Regression. | Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman |
| 2002 | ISAIM | Transductive Confidence Machines for Pattern Recognition. | Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman |
| 2001 | COLT | Pattern Recognition and Density Estimation under the General i.i.d. Assumption. | Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman |
| 2000 | ALT | Computationally Efficient Transductive Machines. | Craig Saunders, Alex Gammerman, Volodya Vovk |
| 1999 | IJCAI | Transduction with Confidence and Credibility. | Craig Saunders, Alex Gammerman, Volodya Vovk |
| 1991 | ECSQARU | Press - A Probabilistic Reasoning Expert System Shell. | Zhiyuan Luo, Alex Gammerman |
| 1990 | IPMU | STOSS - A Stochastic Simulation System for Bayesian Belief Networks. | Zhiyuan Luo, Alex Gammerman |