Jana Novovicová - researchr alias

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Viewing Publication 1 - 36 from 36

2011

Improving feature selection process resistance to failures caused by curse-of-dimensionality effectsPetr Somol, Jirí Grim, Jana Novovicová, Pavel Pudil. kybernetika, 47(3):401-425, 2011. [doi]

2010

Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset CardinalityPetr Somol, Jana Novovicová. pami, 32(11):1921-1939, 2010. [doi]

2008

2007

Conditional Mutual Information Based Feature Selection for Classification TaskJana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil. ciarp 2008: 417-426 [doi]

Notes on the evolution of feature selection methodologyPetr Somol, Jana Novovicová, Pavel Pudil. kybernetika, 43(5):713-730, 2007. [doi]

2006

2005

Information-theoretic feature selection algorithms for text classificationJana Novovicová, Antonín Malík. ijcnn 2005: 3272-3277 [doi]

2004

Feature Selection Using Improved Mutual Information for Text ClassificationJana Novovicová, Antonín Malík, Pavel Pudil. gacm 2004: 1010-1017 [doi]

Text document classification based on mixture modelsJana Novovicová, Antonín Malík. kybernetika, 40(3):293-304, 2004. [doi]

2003

Application of Multinomial Mixture Model to Text ClassificationJana Novovicová, Antonín Malík. ibpria 2003: 646-653 [doi]

2002

Feature selection toolbox software packagePavel Pudil, Jana Novovicová, Petr Somol. prl, 23(4):487-492, 2002. [doi]

2000

Road sign classification using Laplace kernel classifierPavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol. prl, 21(13-14):1165-1173, 2000. [doi]

1999

Adaptive floating search methods in feature selectionPetr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík. prl, 20(11-13):1157-1163, 1999. [doi]

1998

1996

Divergence Based Feature Selection for Multimodal Class DensitiesJana Novovicová, Pavel Pudil, Josef Kittler. pami, 18(2):218-223, 1996. [doi]

1995

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and ClassificationPavel Pudil, Jana Novovicová, Francesc J. Ferri, Josef Kittler. caip 1995: 832-837

Feature selection based on the approximation of class densities by finite mixtures of special typePavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler. PR, 28(9):1389-1398, 1995. [doi]

1994

Floating search methods for feature selection with nonmonotonic criterion functionsPavel Pudil, Francesc J. Ferri, Jana Novovicová, Josef Kittler. icpr 1994: 279-283 [doi]

Floating search methods in feature selectionPavel Pudil, Jana Novovicová, Josef Kittler. prl, 15(10):1119-1125, 1994. [doi]

Simultaneous learning of decision rules and important attributes for classification problems in image analysisPavel Pudil, Jana Novovicová, Josef Kittler. ivc, 12(3):193-198, 1994. [doi]

1993

Automatic Machine Learning of Decision Rules for Classification Problems in Image AnalysisPavel Pudil, Jana Novovicová, Josef Kittler. bmvc 1993: 1-10 [doi]

An analysis of the Max-Min approach to feature selection and orderingPavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler. prl, 14(11):841-847, 1993. [doi]

1992

Multistage pattern recognition with reject optionPavel Pudil, Jana Novovicová, Svatopluk Bláha, Josef Kittler. icpr 1992: 92-95 [doi]

1991

Statistical approach to pattern recognition: Theory and practical solution by means of PREDITAS systemPavel Pudil, Jana Novovicová, Svatopluk Bláha. kybernetika, 27(7):1-76, 1991. [doi]

1990

M-estimators and gnostical estimators for identification of a regression modelJana Novovicová. automatica, 26(3):607-610, 1990. [doi]

1988

PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic ProblemsPavel Pudil, Svatopluk Bláha, Jana Novovicová. par 1988: 144-152

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