Jana Novovicová

发表

Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System

Pavel Pudil, Jana Novovicová, Petr Somol, 1998, SSPR/SPR.

Floating search methods in feature selection

Josef Kittler, Pavel Pudil, Jana Novovicová, 1994, Pattern Recognit. Lett..

Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples

Pavel Pudil, Jana Novovicová, Petr Somol, 2008, HEALTHINF.

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification

Josef Kittler, Francesc J. Ferri, Pavel Pudil, 1995, CAIP.

Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality

Jana Novovicová, Petr Somol, 2008, SSPR/SPR.

Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality

Jana Novovicová, Petr Somol, J. Novovicová, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Feature selection based on the approximation of class densities by finite mixtures of special type

Josef Kittler, Pavel Pudil, Jana Novovicová, 1995, Pattern Recognit..

Improving feature selection process resistance to failures caused by curse-of-dimensionality effects

Pavel Pudil, Jana Novovicová, Petr Somol, 2011, Kybernetika.

Conceptual base of feature selection consulting system

Pavel Pudil, Jana Novovicová, Petr Somol, 1998, Kybernetika.

Application of Multinomial Mixture Model to Text Classification

Jana Novovicová, Antonín Malík, J. Novovicová, 2003, IbPRIA.

Conditional Mutual Information Based Feature Selection for Classification Task

Pavel Pudil, Jana Novovicová, Petr Somol, 2007, CIARP.

Feature Selection Using Improved Mutual Information for Text Classification

Pavel Pudil, Jana Novovicová, Antonín Malík, 2004, SSPR/SPR.

Variance estimation for two-class and multi-class ROC analysis using operating point averaging

Robert P. W. Duin, Pavel Paclík, Jana Novovicová, 2008, 2008 19th International Conference on Pattern Recognition.

Divergence Based Feature Selection for Multimodal Class Densities

Josef Kittler, Pavel Pudil, Jana Novovicová, 1996, IEEE Trans. Pattern Anal. Mach. Intell..

A Trainable Similarity Measure for Image Classification

Robert P. W. Duin, Pavel Paclík, Jana Novovicová, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Novel Methods for Subset Selection with Respect to Problem Knowledge

Pavel Pudil, Jana Novovicová, 1998, IEEE Intell. Syst..

Initializing normal mixtures of densities

Francesc J. Ferri, Pavel Pudil, Jana Novovicová, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

M-estimators and gnostical estimators for identification of a regression model

Jana Novovicová, 1990, Autom..

PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems

Pavel Pudil, Jana Novovicová, Svatopluk Bláha, 1988, Pattern Recognition.

Floating search methods for feature selection with nonmonotonic criterion functions

Josef Kittler, Francesc J. Ferri, Pavel Pudil, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

Oscillating Feature Subset Search Algorithm for Text Categorization

Pavel Pudil, Jana Novovicová, Petr Somol, 2006, CIARP.

Building Road-Sign Classifiers Using a Trainable Similarity Measure

Robert P. W. Duin, Pavel Paclík, Jana Novovicová, 2006, IEEE Transactions on Intelligent Transportation Systems.

Adaptive floating search methods in feature selection

Pavel Paclík, Pavel Pudil, Jana Novovicová, 1999, Pattern Recognit. Lett..

Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis

Josef Kittler, Pavel Pudil, Jana Novovicová, 1993, BMVC.

Text document classification based on mixture models

Jana Novovicová, Antonín Malík, 2004, Kybernetika.

Dynamic Oscillating Search algorithm for feature selection

Pavel Pudil, Jana Novovicová, Petr Somol, 2008, 2008 19th International Conference on Pattern Recognition.

Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection

Pavel Pudil, Jana Novovicová, Petr Somol, 2006, SSPR/SPR.

Feature selection toolbox software package

Pavel Pudil, Jana Novovicová, Petr Somol, 2002, Pattern Recognit. Lett..

A New Measure of Feature Selection Algorithms' Stability

Pavel Pudil, Jana Novovicová, Petr Somol, 2009, 2009 IEEE International Conference on Data Mining Workshops.

An analysis of the Max-Min approach to feature selection and ordering

Josef Kittler, Pavel Pudil, Jana Novovicová, 1993, Pattern Recognit. Lett..

Structural poisson mixtures for classification of documents

Jana Novovicová, Petr Somol, Jirí Grim, 2008, 2008 19th International Conference on Pattern Recognition.

Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system

Pavel Pudil, Jana Novovicová, Svatopluk Bláha, 1991, Kybernetika.