Pavel Čeleda

2.5k total citations · 1 hit paper
84 papers, 1.5k citations indexed

About

Pavel Čeleda is a scholar working on Computer Networks and Communications, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Pavel Čeleda has authored 84 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 67 papers in Computer Networks and Communications, 34 papers in Artificial Intelligence and 27 papers in Signal Processing. Recurrent topics in Pavel Čeleda's work include Network Security and Intrusion Detection (51 papers), Advanced Malware Detection Techniques (27 papers) and Internet Traffic Analysis and Secure E-voting (26 papers). Pavel Čeleda is often cited by papers focused on Network Security and Intrusion Detection (51 papers), Advanced Malware Detection Techniques (27 papers) and Internet Traffic Analysis and Secure E-voting (26 papers). Pavel Čeleda collaborates with scholars based in Czechia, United States and Netherlands. Pavel Čeleda's co-authors include Martin Husák, Milan Čermák, Petr Velan, Jan Vykopal, Martin Drašar, Elias Bou‐Harb, Tomáš Jirsík, Daniel Tovarňák, Anna Sperotto and Brian Trammell and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Communications Surveys & Tutorials and IEEE Communications Magazine.

In The Last Decade

Pavel Čeleda

76 papers receiving 1.4k citations

Hit Papers

Flow Monitoring Explained... 2014 2026 2018 2022 2014 50 100 150 200 250

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Pavel Čeleda 1.1k 766 474 466 119 84 1.5k
Sajjan G. Shiva 978 0.9× 521 0.7× 669 1.4× 400 0.9× 249 2.1× 106 1.6k
Martín Ochoa 630 0.6× 490 0.6× 408 0.9× 538 1.2× 140 1.2× 51 1.0k
Carol Fung 1.2k 1.1× 656 0.9× 424 0.9× 369 0.8× 133 1.1× 109 1.6k
Joshua Garcia 1.0k 0.9× 782 1.0× 1.3k 2.7× 566 1.2× 49 0.4× 62 1.8k
Abdelwahab Hamou‐Lhadj 926 0.8× 623 0.8× 1.1k 2.3× 410 0.9× 57 0.5× 140 1.7k
Giovanni Russello 763 0.7× 770 1.0× 689 1.5× 353 0.8× 62 0.5× 93 1.6k
Claudio Soriente 809 0.7× 654 0.9× 540 1.1× 358 0.8× 39 0.3× 58 1.5k
Luca Caviglione 854 0.8× 598 0.8× 417 0.9× 540 1.2× 65 0.5× 114 1.5k
Federico Maggi 497 0.4× 419 0.5× 536 1.1× 594 1.3× 84 0.7× 50 1.1k
Leonardo Aniello 984 0.9× 437 0.6× 1.0k 2.1× 442 0.9× 83 0.7× 39 1.4k

Countries citing papers authored by Pavel Čeleda

Since Specialization
Citations

This map shows the geographic impact of Pavel Čeleda'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 Pavel Čeleda with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pavel Čeleda more than expected).

Fields of papers citing papers by Pavel Čeleda

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pavel Čeleda. 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 Pavel Čeleda. The network helps show where Pavel Čeleda may publish in the future.

Co-authorship network of co-authors of Pavel Čeleda

This figure shows the co-authorship network connecting the top 25 collaborators of Pavel Čeleda. A scholar is included among the top collaborators of Pavel Čeleda 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 Pavel Čeleda. Pavel Čeleda is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Švábenský, Valdemar, Richard Weiss, Ryan S. Baker, et al.. (2024). Detecting Unsuccessful Students in Cybersecurity Exercises in Two Different Learning Environments. 1–9. 1 indexed citations
2.
Švábenský, Valdemar, et al.. (2023). Automated feedback for participants of hands-on cybersecurity training. Education and Information Technologies. 29(9). 11555–11584. 8 indexed citations
3.
Beuran, Răzvan, et al.. (2023). Capability Assessment Methodology and Comparative Analysis of Cybersecurity Training Platforms. Computers & Security. 128. 103120–103120. 10 indexed citations
4.
Vykopal, Jan, et al.. (2022). Smart Environment for Adaptive Learning of Cybersecurity Skills. IEEE Transactions on Learning Technologies. 16(3). 443–456. 13 indexed citations
5.
Švábenský, Valdemar, et al.. (2022). Applications of educational data mining and learning analytics on data from cybersecurity training. Education and Information Technologies. 27(9). 12179–12212. 7 indexed citations
6.
Švábenský, Valdemar, et al.. (2022). Student assessment in cybersecurity training automated by pattern mining and clustering. Education and Information Technologies. 27(7). 9231–9262. 12 indexed citations
7.
Velan, Petr, et al.. (2022). Encrypted Web traffic dataset: Event logs and packet traces. Data in Brief. 42. 108188–108188. 6 indexed citations
8.
Švábenský, Valdemar, et al.. (2021). Dataset of shell commands used by participants of hands-on cybersecurity training. SHILAP Revista de lepidopterología. 38. 107398–107398. 10 indexed citations
9.
Tovarňák, Daniel, et al.. (2021). Graph-Based CPE Matching for Identification of Vulnerable Asset Configurations. Integrated Network Management. 986–991. 6 indexed citations
10.
Švábenský, Valdemar, et al.. (2020). Cybersecurity knowledge and skills taught in capture the flag challenges. Computers & Security. 102. 102154–102154. 49 indexed citations
11.
Velan, Petr & Pavel Čeleda. (2019). Application-Aware Flow Monitoring. Immunotechnology. 701–706. 1 indexed citations
12.
Jirsík, Tomáš, et al.. (2019). Quality of Service Forecasting with LSTM Neural Network. Immunotechnology. 251–260. 7 indexed citations
13.
Vykopal, Jan, et al.. (2017). KYPO Cyber Range: Design and Use Cases. Veřejné služby Informačního systému (Masarykiana Brunensis Universitas). 310–321. 48 indexed citations
14.
Vykopal, Jan, et al.. (2017). Lessons learned from complex hands-on defence exercises in a cyber range. Veřejné služby Informačního systému (Masarykiana Brunensis Universitas). 1–8. 56 indexed citations
15.
Čermák, Milan, et al.. (2016). A Performance Benchmark of NetFlow Data Analysis on Distributed Stream Processing Systems. Veřejné služby Informačního systému (Masarykiana Brunensis Universitas). 13 indexed citations
16.
Čeleda, Pavel, et al.. (2013). Large-scale geolocation for NetFlow. University of Twente Research Information. 1015–1020. 1 indexed citations
17.
Doyen, Guillaume, et al.. (2013). Proceedings of the 7th IFIP WG 6.6 international conference on Autonomous Infrastructure, Management, and Security: emerging management mechanisms for the future internet - Volume 7943. 1 indexed citations
18.
Čeleda, Pavel, et al.. (2011). Monitoring of tunneled IPv6 traffic using packet decapsulation and IPFIX. 64–71. 1 indexed citations
19.
Řehák, Martin, et al.. (2008). Multi-agent approach to network intrusion detection. Adaptive Agents and Multi-Agents Systems. 1695–1696. 7 indexed citations
20.
Řehák, Martin, et al.. (2008). CAMNEP: agent-based network intrusion detection system. Adaptive Agents and Multi-Agents Systems. 133–136. 8 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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