Petr Somol

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Publications

Citations

1.2K

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Active since

1999

Affiliations

Czech Academy of Sciences, Institute of Information Theory and Automation(Current)

Prague University of Economics and Business

Czech Academy of Sciences

Czech Technical University in Prague

University of Surrey

Petr Somol is an author at Czech Academy of Sciences, Institute of Information Theory and Automation specializing in computing, computer science, and feature selection.

Publications per year

1999–2022

Publications

Adaptive floating search methods in feature selection

Petr Somol, Pavel Pudil, Jana Novovičová et al. · Pattern Recognition Letters · 1999 · 310 citations

Computing, Computer Science, Algorithms +8

Fast branch & bound algorithms for optimal feature selection

Petr Somol, Pavel Pudil, Josef Kittler · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 246 citations

Computing, Computer Science, Algorithms +12

Road sign classification using Laplace kernel classifier

Pavel Paclı́k, Jana Novovičová, Pavel Pudil et al. · Pattern Recognition Letters · 2000 · 153 citations

Computing, Computer Science, Computer Vision +11

Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality

Petr Somol, Jana Novovičová · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 137 citations

Computing, Computer Science, Data Science +13

Oscillating search algorithms for feature selection

Petr Somol, Pavel Pudil · 2002 · 63 citations

Computing, Computer Science, Algorithms +9

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