Pavel Pudil

Publication Activity (10 Years)

Years Active: 1981-2014
Publications (10 Years): 0

Top Topics

Feature Ranking

Top Venues

IJCCI (Selected Papers)

Publications

Jirí Grim, Pavel Pudil
Mixtures of Product Components Versus Mixtures of Dependence Trees. IJCCI (Selected Papers) (2014)
Jirí Grim, Pavel Pudil
Pattern Recognition by Probabilistic Neural Networks - Mixtures of Product Components versus Mixtures of Dependence Trees. IJCCI (NCTA) (2014)
Petr Somol, Jirí Grim, Jirí Filip, Pavel Pudil
On Stopping Rules in Dependency-Aware Feature Ranking. CIARP (1) (2013)
Petr Somol, Jirí Grim, Pavel Pudil
Fast dependency-aware feature selection in very-high-dimensional pattern recognition. SMC (2011)
Petr Somol, Jirí Grim, Jana Novovicová, Pavel Pudil
Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika 47 (3) (2011)
Jirí Grim, Petr Somol, Pavel Pudil
Digital Image Forgery Detection by Local Statistical Models. IIH-MSP (2010)
Petr Somol, Jirí Grim, Pavel Pudil
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround. ICPR (2010)
Petr Somol, Jirí Grim, Pavel Pudil
Criteria Ensembles in Feature Selection. MCS (2009)
Jana Novovicová, Petr Somol, Pavel Pudil
A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops (2009)
Michal Haindl, Stanislav Mikes, Pavel Pudil
Unsupervised Hierarchical Weighted Multi-segmenter. MCS (2009)
Petr Somol, Jana Novovicová, Pavel Pudil
Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) (2008)
Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil
Dynamic Oscillating Search algorithm for feature selection. ICPR (2008)
Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil
Conditional Mutual Information Based Feature Selection for Classification Task. CIARP (2007)
Petr Somol, Jana Novovicová, Pavel Pudil
Notes on the evolution of feature selection methodology. Kybernetika 43 (5) (2007)
Petr Somol, Jana Novovicová, Pavel Pudil
Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR (2006)
Jana Novovicová, Petr Somol, Pavel Pudil
Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP (2006)
Jirí Grim, Petr Somol, Michal Haindl, Pavel Pudil
Color Texture Segmentation by Decomposition of Gaussian Mixture Model. CIARP (2006)
Jirí Grim, Michal Haindl, Petr Somol, Pavel Pudil
A Subspace Approach to Texture Modelling by Using Gaussian Mixtures. ICPR (2) (2006)
Petr Somol, Pavel Pudil
Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. ICPR (2) (2006)
Jirí Grim, Petr Somol, Pavel Pudil
Probabilistic neural network playing and learning Tic-Tac-Toe. Pattern Recognit. Lett. 26 (12) (2005)
Petr Somol, Bart Baesens, Pavel Pudil, Jan Vanthienen
Filter- versus wrapper-based feature selection for credit scoring. Int. J. Intell. Syst. 20 (10) (2005)
Pavel Pudil, Petr Somol
Current Feature Selection Techniques in Statistical Pattern Recognition. CORES (2005)
Michal Haindl, Jirí Grim, Petr Somol, Pavel Pudil, Mineichi Kudo
A Gaussian Mixture-Based Colour Texture Model. ICPR (3) (2004)
Petr Somol, Pavel Pudil, Josef Kittler
Fast Branch & Bound Algorithms for Optimal Feature Selection. IEEE Trans. Pattern Anal. Mach. Intell. 26 (7) (2004)
Jana Novovicová, Antonín Malík, Pavel Pudil
Feature Selection Using Improved Mutual Information for Text Classification. SSPR/SPR (2004)
Petr Somol, Pavel Pudil, Jirí Grim
On Prediction Mechanisms in Fast Branch & Bound Algorithms. SSPR/SPR (2004)
Petr Somol, Pavel Pudil
Feature selection toolbox. Pattern Recognit. 35 (12) (2002)
Pavel Pudil, Jana Novovicová, Petr Somol
Feature selection toolbox software package. Pattern Recognit. Lett. 23 (4) (2002)
Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
Multiple Classifier Fusion in Probabilistic Neural Networks. Pattern Anal. Appl. 5 (2) (2002)
Jirí Grim, Pavel Pudil, Petr Somol
Boosting in Probabilistic Neural Networks. ICPR (2) (2002)
Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
Information Analysis of Multiple Classifier Fusion. Multiple Classifier Systems (2001)
Petr Somol, Pavel Pudil, Jirí Grim
Branch & Bound Algorithm with Partial Prediction for Use with Recursive and Non-recursive Criterion Forms. ICAPR (2001)
Josef Kittler, Pavel Pudil, Petr Somol
Advances in Statistical Feature Selection. ICAPR (2001)
Petr Somol, Pavel Pudil
Feature Selection Toolbox as a Multi-Purpose Tool in Pattern Recognition. PRIS (2001)
Petr Somol, Pavel Pudil
Oscillating Search Algorithms for Feature Selection. ICPR (2000)
Jirí Grim, Pavel Pudil, Petr Somol
Multivariate Structural Bernoulli Mixtures for Recognition of Handwritten Numerals. ICPR (2000)
Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol
Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. 21 (13-14) (2000)
Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
Combining Multiple Classifiers in Probabilistic Neural Networks. Multiple Classifier Systems (2000)
Helmut A. Mayer, Petr Somol, Reinhold Huber, Pavel Pudil
Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches. SSPR/SPR (2000)
Mineichi Kudo, Petr Somol, Pavel Pudil, Masaru Shimbo, Jack Sklansky
Comparison of Classifier-Specific Feature Selection Algorithms. SSPR/SPR (2000)
Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík
Adaptive floating search methods in feature selection. Pattern Recognit. Lett. 20 (11-13) (1999)
Jirí Grim, Pavel Pudil
On Virtually Binary Nature of Probabilistic Neural Networks. SSPR/SPR (1998)
Pavel Pudil, Jana Novovicová
Novel Methods for Subset Selection with Respect to Problem Knowledge. IEEE Intell. Syst. 13 (2) (1998)
Pavel Pudil
Special issue: Statistical techniques in pattern recognition. Kybernetika 34 (4) (1998)
Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri
Initializing normal mixtures of densities. ICPR (1998)
Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. SSPR/SPR (1998)
Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
Conceptual base of feature selection consulting system. Kybernetika 34 (4) (1998)
Jana Novovicová, Pavel Pudil, Josef Kittler
Divergence Based Feature Selection for Multimodal Class Densities. IEEE Trans. Pattern Anal. Mach. Intell. 18 (2) (1996)
Pavel Pudil, Jana Novovicová, Francesc J. Ferri, Josef Kittler
Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. CAIP (1995)
Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler
Feature selection based on the approximation of class densities by finite mixtures of special type. Pattern Recognit. 28 (9) (1995)
Pavel Pudil, Jana Novovicová, Josef Kittler
Simultaneous learning of decision rules and important attributes for classification problems in image analysis. Image Vis. Comput. 12 (3) (1994)
Pavel Pudil, Jana Novovicová, Josef Kittler
Floating search methods in feature selection. Pattern Recognit. Lett. 15 (10) (1994)
Pavel Pudil, Francesc J. Ferri, Jana Novovicová, Josef Kittler
Floating search methods for feature selection with nonmonotonic criterion functions. ICPR (2) (1994)
Pavel Pudil, Jana Novovicová, Josef Kittler
Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. BMVC (1993)
Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler
An analysis of the Max-Min approach to feature selection and ordering. Pattern Recognit. Lett. 14 (11) (1993)
Pavel Pudil, Jana Novovicová, Svatopluk Bláha, Josef Kittler
Multistage pattern recognition with reject option. ICPR (2) (1992)
Pavel Pudil, Jana Novovicová, Svatopluk Bláha
Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system. Kybernetika 27 (7) (1991)
Pavel Pudil, Svatopluk Bláha, Jana Novovicová
PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems. Pattern Recognition (1988)
Pavel Pudil, Svatopluk Bláha
Evaluation of the effectiveness of features selected by discriminant analysis methods. Pattern Recognit. 14 (1-6) (1981)