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ORCIDPetr Somol
- > Home > Persons > Petr Somol
Publications
- 2011
[j13]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
- [j12]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) - 2009
- [c30]Jana Novovicová, Petr Somol, Pavel Pudil
:
A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops 2009: 382-387 - 2008
- [c28]Petr Somol, Jana Novovicová, Pavel Pudil:
Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) 2008: 246-253 - [c26]Jirí Grim, Jana Novovicová, Petr Somol:
Structural poisson mixtures for classification of documents. ICPR 2008: 1-4 - [c25]Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil:
Dynamic Oscillating Search algorithm for feature selection. ICPR 2008: 1-4 - [c24]Petr Somol, Jana Novovicová:
Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. SSPR/SPR 2008: 956-966 - 2007
- [j10]Petr Somol, Jana Novovicová, Pavel Pudil:
Notes on the evolution of feature selection methodology. Kybernetika 43(5): 713-730 (2007) - [c23]Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil:
Conditional Mutual Information Based Feature Selection for Classification Task. CIARP 2007: 417-426 - 2006
- [c20]Jana Novovicová, Petr Somol, Pavel Pudil:
Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP 2006: 578-587 - [c17]Petr Somol, Jana Novovicová, Pavel Pudil:
Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR 2006: 632-639 - 2002
- [j4]Pavel Pudil, Jana Novovicová, Petr Somol:
Feature selection toolbox software package. Pattern Recognit. Lett. 23(4): 487-492 (2002) - 2000
- [j3]Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol:
Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. 21(13-14): 1165-1173 (2000) - 1999
- [j2]Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík:
Adaptive floating search methods in feature selection. Pattern Recognit. Lett. 20(11-13): 1157-1163 (1999) - 1998
- [j1]Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata:
Conceptual base of feature selection consulting system. Kybernetika 34(4): 451-460 (1998) - [c2]Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri:
Initializing normal mixtures of densities. ICPR 1998: 886-890 - [c1]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
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