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Jana Novovicová
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2010 – 2019
- 2011
- [j17]Petr Somol, Jirí Grim, Jana Novovicová, Pavel Pudil:
Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika 47(3): 401-425 (2011) - 2010
- [j16]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): 1921-1939 (2010)
2000 – 2009
- 2009
- [c19]Jana Novovicová, Petr Somol, Pavel Pudil
:
A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops 2009: 382-387 - 2008
- [c18]Petr Somol, Jana Novovicová, Pavel Pudil:
Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) 2008: 246-253 - [c17]Jirí Grim, Jana Novovicová, Petr Somol:
Structural poisson mixtures for classification of documents. ICPR 2008: 1-4 - [c16]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: 1-4 - [c15]Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil:
Dynamic Oscillating Search algorithm for feature selection. ICPR 2008: 1-4 - [c14]Petr Somol, Jana Novovicová:
Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. SSPR/SPR 2008: 956-966 - 2007
- [j15]Petr Somol, Jana Novovicová, Pavel Pudil:
Notes on the evolution of feature selection methodology. Kybernetika 43(5): 713-730 (2007) - [c13]Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil:
Conditional Mutual Information Based Feature Selection for Classification Task. CIARP 2007: 417-426 - 2006
- [j14]Pavel Paclík, Jana Novovicová, Robert P. W. Duin:
Building Road-Sign Classifiers Using a Trainable Similarity Measure. IEEE Trans. Intell. Transp. Syst. 7(3): 309-321 (2006) - [c12]Jana Novovicová, Petr Somol, Pavel Pudil:
Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP 2006: 578-587 - [c11]Pavel Paclík, Jana Novovicová, Robert P. W. Duin:
A Trainable Similarity Measure for Image Classification. ICPR (3) 2006: 391-394 - [c10]Petr Somol, Jana Novovicová, Pavel Pudil:
Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR 2006: 632-639 - 2004
- [j13]Jana Novovicová, Antonín Malík:
Text document classification based on mixture models. Kybernetika 40(3): 293-304 (2004) - [c9]Jana Novovicová, Antonín Malík, Pavel Pudil:
Feature Selection Using Improved Mutual Information for Text Classification. SSPR/SPR 2004: 1010-1017 - 2003
- [c8]Jana Novovicová, Antonín Malík:
Application of Multinomial Mixture Model to Text Classification. IbPRIA 2003: 646-653 - 2002
- [j12]Pavel Pudil
Feature selection toolbox software package. Pattern Recognit. Lett. 23(4): 487-492 (2002) - 2000
- [j11]Pavel Paclík, Jana Novovicová, Pavel Pudil
Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. 21(13-14): 1165-1173 (2000)
1990 – 1999
- 1999
- [j10]Petr Somol, Pavel Pudil
Adaptive floating search methods in feature selection. Pattern Recognit. Lett. 20(11-13): 1157-1163 (1999) - 1998
- [j9]Pavel Pudil
Novel Methods for Subset Selection with Respect to Problem Knowledge. IEEE Intell. Syst. 13(2): 66-74 (1998) - [j8]Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata:
Conceptual base of feature selection consulting system. Kybernetika 34(4): 451-460 (1998) - [c7]Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri:
Initializing normal mixtures of densities. ICPR 1998: 886-890 - [c6]Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata:
Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. SSPR/SPR 1998: 573-582 - 1996
- [j7]Jana Novovicová, Pavel Pudil
Divergence Based Feature Selection for Multimodal Class Densities. IEEE Trans. Pattern Anal. Mach. Intell. 18(2): 218-223 (1996) - 1995
- [j6]Pavel Pudil
Feature selection based on the approximation of class densities by finite mixtures of special type. Pattern Recognit. 28(9): 1389-1398 (1995) - [c5]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: 832-837 - 1994
- [j5]Pavel Pudil
Simultaneous learning of decision rules and important attributes for classification problems in image analysis. Image Vis. Comput. 12(3): 193-198 (1994) - [j4]Pavel Pudil
Floating search methods in feature selection. Pattern Recognit. Lett. 15(10): 1119-1125 (1994) - [c4]Pavel Pudil, Francesc J. Ferri, Jana Novovicová, Josef Kittler:
Floating search methods for feature selection with nonmonotonic criterion functions. ICPR (2) 1994: 279-283 - 1993
- [j3]Pavel Pudil
An analysis of the Max-Min approach to feature selection and ordering. Pattern Recognit. Lett. 14(11): 841-847 (1993) - [c3]Pavel Pudil, Jana Novovicová, Josef Kittler:
Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. BMVC 1993: 1-10 - 1992
- [c2]Pavel Pudil
Multistage pattern recognition with reject option. ICPR (2) 1992: 92-95 - 1991
- [j2]Pavel Pudil, Jana Novovicová, Svatopluk Bláha:
Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS system. Kybernetika 27(7): 1-76 (1991) - 1990
- [j1]Jana Novovicová:
M-estimators and gnostical estimators for identification of a regression model. Autom. 26(3): 607-610 (1990)
1980 – 1989
- 1988
- [c1]Pavel Pudil
PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems. Pattern Recognition 1988: 144-152
Coauthor Index
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