| 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 | Variance estimation for two-class and multi-class ROC analysis using operating point averaging. | Pavel Paclk, Carmen Lai, Jana Novovicov, Robert P. W. Duin |
| 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 | Oscillating Feature Subset Search Algorithm for Text Categorization. | Jana Novovicov, Petr Somol, Pavel Pudil |
| 2006 | ICPR | A Trainable Similarity Measure for Image Classification. | Pavel Paclk, Jana Novovicov, Robert P. W. Duin |
| 2006 | SSPR | Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. | Petr Somol, Jana Novovicov, Pavel Pudil |
| 2005 | IJCNN | Information-theoretic feature selection algorithms for text classification. | Jana Novovicov, Antonn Malk |
| 2004 | SSPR | Feature Selection Using Improved Mutual Information for Text Classification. | Jana Novovicov, Antonn Malk, Pavel Pudil |
| 2003 | IBPRIA | Application of Multinomial Mixture Model to Text Classification. | Jana Novovicov, Antonn Malk |
| 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 |
| 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 |