| 2014 | IJCCI | Pattern Recognition by Probabilistic Neural Networks - Mixtures of Product Components versus Mixtures of Dependence Trees. | Jir Grim, Pavel Pudil |
| 2014 | IJCCI | Mixtures of Product Components Versus Mixtures of Dependence Trees. | Jir Grim, Pavel Pudil |
| 2013 | CIARP | On Stopping Rules in Dependency-Aware Feature Ranking. | Petr Somol, Jir Grim, Jir Filip, Pavel Pudil |
| 2011 | SMC | Fast dependency-aware feature selection in very-high-dimensional pattern recognition. | Petr Somol, Jir Grim, Pavel Pudil |
| 2010 | ICANN | Computational Properties of Probabilistic Neural Networks. | Jir Grim, Jan Hora |
| 2010 | ICPR | The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround. | Petr Somol, Jir Grim, Pavel Pudil |
| 2009 | ICANN | Recognition of Properties by Probabilistic Neural Networks. | Jir Grim, Jan Hora |
| 2008 | CIARP | Probabilistic Discrete Mixtures Colour Texture Models. | Michal Haindl, Vojtech Havlcek, Jir Grim |
| 2008 | ICANN | Extraction of Binary Features by Probabilistic Neural Networks. | Jir Grim |
| 2008 | ICPR | Structural poisson mixtures for classification of documents. | Jir Grim, Jana Novovicov, Petr Somol |
| 2008 | ICPR | Dynamic Oscillating Search algorithm for feature selection. | Petr Somol, Jana Novovicov, Jir Grim, Pavel Pudil |
| 2007 | CAIP | Texture Defect Detection. | Michal Haindl, Jir Grim, Stanislav Mikes |
| 2007 | ICANN | Recurrent Bayesian Reasoning in Probabilistic Neural Networks. | Jir Grim, Jan Hora |
| 2006 | CIARP | Color Texture Segmentation by Decomposition of Gaussian Mixture Model. | Jir Grim, Petr Somol, Michal Haindl, Pavel Pudil |
| 2006 | ICPR | A Subspace Approach to Texture Modelling by Using Gaussian Mixtures. | Jir Grim, Michal Haindl, Petr Somol, Pavel Pudil |
| 2006 | SSPR | EM Cluster Analysis for Categorical Data. | Jir Grim |
| 2004 | ICPR | A Gaussian Mixture-Based Colour Texture Model. | Michal Haindl, Jir Grim, Petr Somol, Pavel Pudil, Mineichi Kudo |
| 2004 | SSPR | On Prediction Mechanisms in Fast Branch & Bound Algorithms. | Petr Somol, Pavel Pudil, Jir Grim |
| 2002 | ICPR | Boosting in Probabilistic Neural Networks. | Jir Grim, Pavel Pudil, Petr Somol |
| 2000 | ICPR | Multivariate Structural Bernoulli Mixtures for Recognition of Handwritten Numerals. | Jir Grim, Pavel Pudil, Petr Somol |
| 1998 | ICPR | Initializing normal mixtures of densities. | Jir Grim, Jana Novovicov, Pavel Pudil, Petr Somol, Francesc J. Ferri |
| 1998 | SSPR | On Virtually Binary Nature of Probabilistic Neural Networks. | Jir Grim, Pavel Pudil |
| 1996 | ICPR | Maximum-likelihood design of layered neural networks. | Jir Grim |