Jana Novovicová

37 papers A 1B 6C 3Misc 1Journal 17Unranked 9

Year	Rank	Type	Title / Venue / Authors
2011	J	`jnl`	Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika Petr Somol, Jirí Grim, Jana Novovicová, Pavel Pudil
2010	J	`jnl`	Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. IEEE Trans. Pattern Anal. Mach. Intell. Petr Somol, Jana Novovicová
2009	—	`conf`	A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops Jana Novovicová, Petr Somol, Pavel Pudil
2008	—	`conf`	Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) Petr Somol, Jana Novovicová, Pavel Pudil
2008	B	`conf`	Dynamic Oscillating Search algorithm for feature selection. ICPR Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil
2008	—	`conf`	Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. SSPR/SPR Petr Somol, Jana Novovicová
2008	B	`conf`	Structural poisson mixtures for classification of documents. ICPR Jirí Grim, Jana Novovicová, Petr Somol
2008	B	`conf`	Variance estimation for two-class and multi-class ROC analysis using operating point averaging. ICPR Pavel Paclík, Carmen Lai, Jana Novovicová, Robert P. W. Duin
2007	C	`conf`	Conditional Mutual Information Based Feature Selection for Classification Task. CIARP Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil
2007	J	`jnl`	Notes on the evolution of feature selection methodology. Kybernetika Petr Somol, Jana Novovicová, Pavel Pudil
2006	—	`conf`	A Trainable Similarity Measure for Image Classification. ICPR (3) Pavel Paclík, Jana Novovicová, Robert P. W. Duin
2006	J	`jnl`	Building Road-Sign Classifiers Using a Trainable Similarity Measure. IEEE Trans. Intell. Transp. Syst. Pavel Paclík, Jana Novovicová, Robert P. W. Duin
2006	—	`conf`	Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR Petr Somol, Jana Novovicová, Pavel Pudil
2006	C	`conf`	Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP Jana Novovicová, Petr Somol, Pavel Pudil
2005	B	`conf`	Information-theoretic feature selection algorithms for text classification. IJCNN Jana Novovicová, Antonín Malík
2004	—	`conf`	Feature Selection Using Improved Mutual Information for Text Classification. SSPR/SPR Jana Novovicová, Antonín Malík, Pavel Pudil
2004	J	`jnl`	Text document classification based on mixture models. Kybernetika Jana Novovicová, Antonín Malík
2003	Misc	`conf`	Application of Multinomial Mixture Model to Text Classification. IbPRIA Jana Novovicová, Antonín Malík
2002	J	`jnl`	Feature selection toolbox software package. Pattern Recognit. Lett. Pavel Pudil, Jana Novovicová, Petr Somol
2000	J	`jnl`	Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol
1999	J	`jnl`	Adaptive floating search methods in feature selection. Pattern Recognit. Lett. Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík
1998	J	`jnl`	Conceptual base of feature selection consulting system. Kybernetika Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
1998	—	`conf`	Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. SSPR/SPR Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
1998	B	`conf`	Initializing normal mixtures of densities. ICPR Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri
1998	J	`jnl`	Novel Methods for Subset Selection with Respect to Problem Knowledge. IEEE Intell. Syst. Pavel Pudil, Jana Novovicová
1996	J	`jnl`	Divergence Based Feature Selection for Multimodal Class Densities. IEEE Trans. Pattern Anal. Mach. Intell. Jana Novovicová, Pavel Pudil, Josef Kittler
1995	C	`conf`	Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. CAIP Pavel Pudil, Jana Novovicová, Francesc J. Ferri, Josef Kittler
1995	J	`jnl`	Feature selection based on the approximation of class densities by finite mixtures of special type. Pattern Recognit. Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler
1994	—	`conf`	Floating search methods for feature selection with nonmonotonic criterion functions. ICPR (2) Pavel Pudil, Francesc J. Ferri, Jana Novovicová, Josef Kittler
1994	J	`jnl`	Floating search methods in feature selection. Pattern Recognit. Lett. Pavel Pudil, Jana Novovicová, Josef Kittler
1994	J	`jnl`	Simultaneous learning of decision rules and important attributes for classification problems in image analysis. Image Vis. Comput. Pavel Pudil, Jana Novovicová, Josef Kittler
1993	J	`jnl`	An analysis of the Max-Min approach to feature selection and ordering. Pattern Recognit. Lett. Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler
1993	A	`conf`	Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. BMVC Pavel Pudil, Jana Novovicová, Josef Kittler
1992	—	`conf`	Multistage pattern recognition with reject option. ICPR (2) Pavel Pudil, Jana Novovicová, Svatopluk Bláha, Josef Kittler
1991	J	`jnl`	Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system. Kybernetika Pavel Pudil, Jana Novovicová, Svatopluk Bláha
1990	J	`jnl`	M-estimators and gnostical estimators for identification of a regression model. Autom. Jana Novovicová
1988	B	`conf`	PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems. Pattern Recognition Pavel Pudil, Svatopluk Bláha, Jana Novovicová