PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems. - Pavel Pudil; Svatopluk Bláha; Jana Novovicová (Pattern Recognition, 1988)

M-estimators and gnostical estimators for identification of a regression model. - Jana Novovicová (Autom., 1990)

Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system. - Pavel Pudil; Jana Novovicová; Svatopluk Bláha (Kybernetika, 1991)

Multistage pattern recognition with reject option. - Pavel Pudil; Jana Novovicová; Svatopluk Bláha; Josef Kittler (ICPR (2), 1992)

Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. - Pavel Pudil; Jana Novovicová; Josef Kittler (BMVC, 1993)

An analysis of the Max-Min approach to feature selection and ordering. - Pavel Pudil; Jana Novovicová; N. Choakjarernwanit; Josef Kittler (Pattern Recognit. Lett., 1993)

Floating search methods for feature selection with nonmonotonic criterion functions. - Pavel Pudil; Francesc J. Ferri; Jana Novovicová; Josef Kittler (ICPR (2), 1994)

Simultaneous learning of decision rules and important attributes for classification problems in image analysis. - Pavel Pudil; Jana Novovicová; Josef Kittler (Image Vis. Comput., 1994)

Floating search methods in feature selection. - Pavel Pudil; Jana Novovicová; Josef Kittler (Pattern Recognit. Lett., 1994)

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. - Pavel Pudil; Jana Novovicová; Francesc J. Ferri; Josef Kittler (CAIP, 1995)

Feature selection based on the approximation of class densities by finite mixtures of special type. - Pavel Pudil; Jana Novovicová; N. Choakjarernwanit; Josef Kittler (Pattern Recognit., 1995)

Divergence Based Feature Selection for Multimodal Class Densities. - Jana Novovicová; Pavel Pudil; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Initializing normal mixtures of densities. - Jirí Grim; Jana Novovicová; Pavel Pudil; Petr Somol; Francesc J. Ferri (ICPR, 1998)

Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. - Pavel Pudil; Jana Novovicová; Petr Somol; Radek Vrnata (SSPR/SPR, 1998)

Novel Methods for Subset Selection with Respect to Problem Knowledge. - Pavel Pudil; Jana Novovicová (IEEE Intell. Syst., 1998)

Conceptual base of feature selection consulting system. - Pavel Pudil; Jana Novovicová; Petr Somol; Radek Vrnata (Kybernetika, 1998)

Adaptive floating search methods in feature selection. - Petr Somol; Pavel Pudil; Jana Novovicová; Pavel Paclík (Pattern Recognit. Lett., 1999)

Road sign classification using Laplace kernel classifier. - Pavel Paclík; Jana Novovicová; Pavel Pudil; Petr Somol (Pattern Recognit. Lett., 2000)

Feature selection toolbox software package. - Pavel Pudil; Jana Novovicová; Petr Somol (Pattern Recognit. Lett., 2002)

Application of Multinomial Mixture Model to Text Classification. - Jana Novovicová; Antonín Malík (IbPRIA, 2003)

Feature Selection Using Improved Mutual Information for Text Classification. - Jana Novovicová; Antonín Malík; Pavel Pudil (SSPR/SPR, 2004)

Text document classification based on mixture models. - Jana Novovicová; Antonín Malík (Kybernetika, 2004)

Information-theoretic feature selection algorithms for text classification. - Jana Novovicová; Antonín Malík (IJCNN, 2005)

Oscillating Feature Subset Search Algorithm for Text Categorization. - Jana Novovicová; Petr Somol; Pavel Pudil (CIARP, 2006)

A Trainable Similarity Measure for Image Classification. - Pavel Paclík; Jana Novovicová; Robert P. W. Duin (ICPR (3), 2006)

Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. - Petr Somol; Jana Novovicová; Pavel Pudil (SSPR/SPR, 2006)

Building Road-Sign Classifiers Using a Trainable Similarity Measure. - Pavel Paclík; Jana Novovicová; Robert P. W. Duin (IEEE Trans. Intell. Transp. Syst., 2006)

Conditional Mutual Information Based Feature Selection for Classification Task. - Jana Novovicová; Petr Somol; Michal Haindl; Pavel Pudil (CIARP, 2007)

Notes on the evolution of feature selection methodology. - Petr Somol; Jana Novovicová; Pavel Pudil (Kybernetika, 2007)

Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. - Petr Somol; Jana Novovicová; Pavel Pudil (HEALTHINF (1), 2008)

Structural poisson mixtures for classification of documents. - Jirí Grim; Jana Novovicová; Petr Somol (ICPR, 2008)

Variance estimation for two-class and multi-class ROC analysis using operating point averaging. - Pavel Paclík; Carmen Lai; Jana Novovicová; Robert P. W. Duin (ICPR, 2008)

Dynamic Oscillating Search algorithm for feature selection. - Petr Somol; Jana Novovicová; Jirí Grim; Pavel Pudil (ICPR, 2008)

Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. - Petr Somol; Jana Novovicová (SSPR/SPR, 2008)

A New Measure of Feature Selection Algorithms' Stability. - Jana Novovicová; Petr Somol; Pavel Pudil (ICDM Workshops, 2009)

Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. - Petr Somol; Jana Novovicová (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. - Petr Somol; Jirí Grim; Jana Novovicová; Pavel Pudil (Kybernetika, 2011)