Jana Novovicová

Publication Activity (10 Years)

Years Active: 1988-2011
Publications (10 Years): 0

Publications

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)
Petr Somol, Jana Novovicová
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. IEEE Trans. Pattern Anal. Mach. Intell. 32 (11) (2010)
Jana Novovicová, Petr Somol, Pavel Pudil
A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops (2009)
Petr Somol, Jana Novovicová, Pavel Pudil
Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) (2008)
Pavel Paclík, Carmen Lai, Jana Novovicová, Robert P. W. Duin
Variance estimation for two-class and multi-class ROC analysis using operating point averaging. ICPR (2008)
Jirí Grim, Jana Novovicová, Petr Somol
Structural poisson mixtures for classification of documents. ICPR (2008)
Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil
Dynamic Oscillating Search algorithm for feature selection. ICPR (2008)
Petr Somol, Jana Novovicová
Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. SSPR/SPR (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)
Pavel Paclík, Jana Novovicová, Robert P. W. Duin
Building Road-Sign Classifiers Using a Trainable Similarity Measure. IEEE Trans. Intell. Transp. Syst. 7 (3) (2006)
Pavel Paclík, Jana Novovicová, Robert P. W. Duin
A Trainable Similarity Measure for Image Classification. ICPR (3) (2006)
Jana Novovicová, Antonín Malík, Pavel Pudil
Feature Selection Using Improved Mutual Information for Text Classification. SSPR/SPR (2004)
Jana Novovicová, Antonín Malík
Text document classification based on mixture models. Kybernetika 40 (3) (2004)
Jana Novovicová, Antonín Malík
Application of Multinomial Mixture Model to Text Classification. IbPRIA (2003)
Pavel Pudil, Jana Novovicová, Petr Somol
Feature selection toolbox software package. Pattern Recognit. Lett. 23 (4) (2002)
Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol
Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. 21 (13-14) (2000)
Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík
Adaptive floating search methods in feature selection. Pattern Recognit. Lett. 20 (11-13) (1999)
Pavel Pudil, Jana Novovicová
Novel Methods for Subset Selection with Respect to Problem Knowledge. IEEE Intell. Syst. 13 (2) (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)
Jana Novovicová
M-estimators and gnostical estimators for identification of a regression model. Autom. 26 (3) (1990)
Pavel Pudil, Svatopluk Bláha, Jana Novovicová
PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems. Pattern Recognition (1988)