Pavel Pudil

Publications

4.8K

Citations

H-Index

1991

Active since

Affiliations

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

University of Surrey

Prague University of Economics and Business

Czech Academy of Sciences

Pavel Pudil is an author at Czech Academy of Sciences, Institute of Information Theory and Automation specializing in engineering, pattern recognition, and feature selection.

ORCID

Top concepts

EngineeringPattern RecognitionMachine LearningData MiningData ScienceFeature SelectionComputer ScienceImage AnalysisKnowledge DiscoveryMachine Vision

Publications per year

1991–2011

Publications

Floating search methods in feature selection

Pavel Pudil, Jana Novovičová, Josef Kittler · Pattern Recognition Letters · 1994 · 3.1K citations

Engineering, Information Retrieval, Data Science +6

Floating search methods for feature selection with nonmonotonic criterion functions

Pavel Pudil, Francesc J. Ferri, Jana Novovičová et al. · 2002 · 351 citations

Mathematical Programming, Numerical Analysis, Engineering +21

Adaptive floating search methods in feature selection

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

Engineering, Machine Learning, Data Mining +6

Fast branch & bound algorithms for optimal feature selection

Petr Somol, Pavel Pudil, Josef Kittler · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 243 citations

Image Analysis, Machine Learning, Data Science +15

Road sign classification using Laplace kernel classifier

Pavel Paclı́k, Jana Novovičová, Pavel Pudil et al. · Pattern Recognition Letters · 2000 · 152 citations

Machine Vision, Image Analysis, Engineering +7

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