| 2017 | ISNN | Using Neural Network Formalism to Solve Multiple-Instance Problems. | Toms Pevn, Petr Somol |
| 2016 | CCS | Discriminative Models for Multi-instance Problems with Tree Structure. | Toms Pevn, Petr Somol |
| 2015 | CAIP | Materials Classification Using Sparse Gray-Scale Bidirectional Reflectance Measurements. | Jir Filip, Petr Somol |
| 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 | 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 |
| 2008 | SSPR | Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. | Petr Somol, Jana Novovicov |
| 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 | Feature Selection Based on Mutual Correlation. | Michal Haindl, Petr Somol, Dimitrios Ververidis, Constantine Kotropoulos |
| 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 |
| 2005 | WSCG | Novel Path Search Algorithm for Image Stitching and Advanced Texture Tiling. | Petr Somol, Michal Haindl |
| 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 |
| 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 | Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. | Pavel Pudil, Jana Novovicov, Petr Somol, Radek Vrnata |