| 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 | 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 | ICDM | A New Measure of Feature Selection Algorithms' Stability. | Jana Novovicov, Petr Somol, Pavel Pudil |
| 2008 | ICPR | Dynamic Oscillating Search algorithm for feature selection. | Petr Somol, Jana Novovicov, Jir Grim, Pavel Pudil |
| 2007 | CIARP | Conditional Mutual Information Based Feature Selection for Classification Task. | Jana Novovicov, Petr Somol, Michal Haindl, Pavel Pudil |
| 2006 | CIARP | Color Texture Segmentation by Decomposition of Gaussian Mixture Model. | Jir Grim, Petr Somol, Michal Haindl, Pavel Pudil |
| 2006 | CIARP | Oscillating Feature Subset Search Algorithm for Text Categorization. | Jana Novovicov, Petr Somol, Pavel Pudil |
| 2006 | ICPR | A Subspace Approach to Texture Modelling by Using Gaussian Mixtures. | Jir Grim, Michal Haindl, Petr Somol, Pavel Pudil |
| 2006 | ICPR | Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. | Petr Somol, Pavel Pudil |
| 2006 | SSPR | Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. | Petr Somol, Jana Novovicov, Pavel Pudil |
| 2004 | ICPR | A Gaussian Mixture-Based Colour Texture Model. | Michal Haindl, Jir Grim, Petr Somol, Pavel Pudil, Mineichi Kudo |
| 2004 | SSPR | Feature Selection Using Improved Mutual Information for Text Classification. | Jana Novovicov, Antonn Malk, Pavel Pudil |
| 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 |
| 2000 | ICPR | Oscillating Search Algorithms for Feature Selection. | Petr Somol, Pavel Pudil |
| 2000 | SSPR | Comparison of Classifier-Specific Feature Selection Algorithms. | Mineichi Kudo, Petr Somol, Pavel Pudil, Masaru Shimbo, Jack Sklansky |
| 2000 | SSPR | Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches. | Helmut A. Mayer, Petr Somol, Reinhold Huber, Pavel Pudil |
| 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 |
| 1998 | SSPR | Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. | Pavel Pudil, Jana Novovicov, Petr Somol, Radek Vrnata |
| 1995 | CAIP | Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. | Pavel Pudil, Jana Novovicov, Francesc J. Ferri, Josef Kittler |
| 1994 | ICPR | Floating search methods for feature selection with nonmonotonic criterion functions. | Pavel Pudil, Francesc J. Ferri, Jana Novovicov, Josef Kittler |
| 1993 | BMVC | Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. | Pavel Pudil, Jana Novovicov, Josef Kittler |
| 1992 | ICPR | Multistage pattern recognition with reject option. | Pavel Pudil, Jana Novovicov, Svatopluk Blha, Josef Kittler |