Jana Novovicová

IEEE Trans. Pattern Anal. Mach. Intell., 2010

2009

A New Measure of Feature Selection Algorithms' Stability.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

2008

Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

Dynamic Oscillating Search algorithm for feature selection.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

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

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Structural poisson mixtures for classification of documents.

[BibT_eX]

[DOI]

Jirí Grim

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

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

[BibT_eX]

Proceedings of the First International Conference on Health Informatics, 2008

2007

Notes on the evolution of feature selection methodology.

[BibT_eX]

[DOI]

Kybernetika, 2007

Conditional Mutual Information Based Feature Selection for Classification Task.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2007

2006

Building Road-Sign Classifiers Using a Trainable Similarity Measure.

[BibT_eX]

[DOI]

Pavel Paclík

Robert P. W. Duin

IEEE Trans. Intell. Transp. Syst., 2006

Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

A Trainable Similarity Measure for Image Classification.

[BibT_eX]

[DOI]

Pavel Paclík

Robert P. W. Duin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Oscillating Feature Subset Search Algorithm for Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2006

2004

Text document classification based on mixture models.

[BibT_eX]

[DOI]

Antonín Malík

Kybernetika, 2004

Feature Selection Using Improved Mutual Information for Text Classification.

[BibT_eX]

[DOI]

Antonín Malík

Proceedings of the Structural, 2004

2003

Application of Multinomial Mixture Model to Text Classification.

[BibT_eX]

[DOI]

Antonín Malík

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002

Feature selection toolbox software package.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2002

2000

Road sign classification using Laplace kernel classifier.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2000

1999

Adaptive floating search methods in feature selection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1999

1998

Conceptual base of feature selection consulting system.

[BibT_eX]

[DOI]

Kybernetika, 1998

Novel Methods for Subset Selection with Respect to Problem Knowledge.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 1998

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 1998

Initializing normal mixtures of densities.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996

Divergence Based Feature Selection for Multimodal Class Densities.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1996

1995

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

[BibT_eX]

[DOI]

Pattern Recognit., 1995

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

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994

Floating search methods in feature selection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1994

Simultaneous learning of decision rules and important attributes for classification problems in image analysis.

[BibT_eX]

[DOI]

Image Vis. Comput., 1994

Floating search methods for feature selection with nonmonotonic criterion functions.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1993

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

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 1993

1992

Multistage pattern recognition with reject option.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991

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

[BibT_eX]

[DOI]

Svatopluk Bláha

Kybernetika, 1991

1990

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

[BibT_eX]

[DOI]

Autom., 1990

1988

PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems.

[BibT_eX]

[DOI]

Svatopluk Bláha