Petr Somol

1.7k total citations
47 papers, 935 citations indexed

About

Petr Somol is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Strategy and Management. According to data from OpenAlex, Petr Somol has authored 47 papers receiving a total of 935 indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Artificial Intelligence, 20 papers in Computer Vision and Pattern Recognition and 5 papers in Strategy and Management. Recurrent topics in Petr Somol's work include Face and Expression Recognition (13 papers), Neural Networks and Applications (11 papers) and Evolutionary Algorithms and Applications (8 papers). Petr Somol is often cited by papers focused on Face and Expression Recognition (13 papers), Neural Networks and Applications (11 papers) and Evolutionary Algorithms and Applications (8 papers). Petr Somol collaborates with scholars based in Czechia, United Kingdom and Japan. Petr Somol's co-authors include Pavel Pudil, Jana Novovičová, Pavel Paclı́k, Josef Kittler, Michal Haindl, Jan Vanthienen, Bart Baesens, Jan Daneš, Tomáš Pevný and Mineichi Kudo and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Image Processing.

In The Last Decade

Petr Somol

43 papers receiving 842 citations

Peers

Petr Somol

AI

CVPR

MB

MT

IS

Mohamed Batouche Algeria

Lingfeng Niu China

Razieh Sheikhpour Iran

Mehdi Agha Sarram Iran

Fukunaga Japan

Malay K. Pakhira India

Pavel Paclı́k Netherlands

E. Backer Netherlands

Frank-Michael Schleif Germany

Manosij Ghosh India

Mohamed Batouche Algeria

Petr Somol

475 ×1.0

AI

367 ×1.0

CVPR

111 ×0.8

MB

113 ×1.2

MT

83 ×1.1

IS

Citations per year, relative to Petr Somol Petr Somol (= 1×) peers Mohamed Batouche

Countries citing papers authored by Petr Somol

Since Specialization

Citations

This map shows the geographic impact of Petr Somol's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Petr Somol with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Petr Somol more than expected).

Fields of papers citing papers by Petr Somol

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Petr Somol. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Petr Somol. The network helps show where Petr Somol may publish in the future.

Co-authorship network of co-authors of Petr Somol

This figure shows the co-authorship network connecting the top 25 collaborators of Petr Somol. A scholar is included among the top collaborators of Petr Somol based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Petr Somol. Petr Somol is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Somol, Petr, et al.. (2022). Efficient anomaly detection through surrogate neural networks. Neural Computing and Applications. 34(23). 20491–20505. 7 indexed citations

2.

Pudil, Pavel, et al.. (2021). FURTHER EDUCATION, ITS METHODS AND SELECTED CHARACTERISTICS OF ORGANISATIONS: AN EMPIRICAL STUDY OF THEIR ASSOCIATION WITH ORGANISATIONS PROFITABILITY. SHILAP Revista de lepidopterología. 19(1). 111–130. 1 indexed citations

3.

Pudil, Pavel, et al.. (2013). Identification of Corporate Competitiveness Factors – Comparing Different Approaches. ASEP. 259–267. 1 indexed citations

4.

Somol, Petr, et al.. (2011). Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika. 47(3). 401–425. 4 indexed citations

5.

Somol, Petr, et al.. (2010). Statistical Model of the 2001 Czech Census for Interactive Presentation. Journal of Official Statistics. 26(4). 673–694. 2 indexed citations

6.

Somol, Petr & Jana Novovičová. (2010). Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. IEEE Transactions on Pattern Analysis and Machine Intelligence. 32(11). 1921–1939. 101 indexed citations

7.

Somol, Petr, et al.. (2009). Computer-Aided Evaluation of Screening Mammograms Based on Local Texture Models. IEEE Transactions on Image Processing. 18(4). 765–773. 30 indexed citations

8.

Novovičová, Jana, Petr Somol, & Pavel Pudil. (2009). A New Measure of Feature Selection Algorithms' Stability. 4673. 382–387. 6 indexed citations

9.

Somol, Petr, et al.. (2008). TEXTURE ORIENTED IMAGE INPAINTING BASED ON LOCAL STATISTICAL MODEL. 3 indexed citations

10.

Somol, Petr, Jana Novovičová, & Pavel Pudil. (2007). NOTES ON THE EVOLUTION OF FEATURE SELECTION METHODOLOGY. Kybernetika. 43(5). 713–730. 9 indexed citations

11.

Somol, Petr. (2007). A Statistical Approach to Local Evaluation of a Single Texture Image. 4 indexed citations

12.

Somol, Petr & Pavel Pudil. (2006). Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. 736–739. 2 indexed citations

13.

Somol, Petr, et al.. (2005). Probabilistic neural network playing and learning Tic–Tac–Toe. Pattern Recognition Letters. 26(12). 1866–1873. 5 indexed citations

14.

Somol, Petr, Pavel Pudil, & Josef Kittler. (2004). Fast branch & bound algorithms for optimal feature selection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 26(7). 900–912. 190 indexed citations

15.

Pudil, Pavel, et al.. (2003). Boosting in probabilistic neural networks. 2. 136–139. 3 indexed citations

16.

Somol, Petr & Pavel Pudil. (2002). Oscillating search algorithms for feature selection. 2. 406–409. 39 indexed citations

17.

Pudil, Pavel, Jana Novovičová, & Petr Somol. (2002). Feature selection toolbox software package. Pattern Recognition Letters. 23(4). 487–492. 19 indexed citations

18.

Somol, Petr & Pavel Pudil. (2002). Feature selection toolbox. Pattern Recognition. 35(12). 2749–2759. 21 indexed citations

19.

Somol, Petr & Pavel Pudil. (2001). Feature Selection Toolbox as a Multi-Purpose Tool in Pattern Recognition. 91–102. 1 indexed citations

20.

Pudil, Pavel, et al.. (1998). Conceptual base of feature selection consulting system.. Kybernetika. 34(4). 451–460. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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