dr hab. inż. Piotr Bródka

Email: piotr.brodka@pwr.edu.pl

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Structure: Faculty of Information and Communication Technology (N) » Departament of Artificial intelligence

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Wybrzeże Wyspiańskiego 27, 50-370 Wrocław
building D-21, room 231
phone +48 71 320 3453

Office hours

• Thursday 13:00-15:00 - please contact me via email before. 

Research fields

• complex networks; complex networks analysis; social networks dynamics; multilayer social networks; spreading processes in networks; data science.

Outside links

• Homepage
• ORCID
• Google Scholar
• ResearchGate

Recent papers

1. Bródka, P. Jankowski, J., & Michalski, R. (2021). Sequential seeding in multilayer networks. Chaos 31, 033130; https://doi.org/10.1063/5.0023427
2. Michalski, R., Jankowski, J. & Bródka, P. (2020). Effective Influence Spreading in Temporal Networks with Sequential Seeding. IEEE Access, vol. 8, pp. 151208-151218, doi: 10.1109/ACCESS.2020.3016913.
3. Bródka, P., Musial, K., & Jankowski, J. (2020). Interacting spreading processes in multilayer networks. IEEE Access, 8, doi:10.1109/ACCESS.2020.2965547
4. Saganowski S., Bródka P., Koziarski M., Kazienko P. (2019) . Analysis of group evolution prediction in complex networks. PloS ONE, 14(10): e0224194
5. Jankowski, J., Waniek, M., Alshamsi, A., Bródka, P., Michalski, R. (2018). Strategic distribution of seeds to support diffusion in complex networks. PloS ONE, 13(10), e0205130
6. Jankowski J., Szymanski B., Kazienko P., Michalski R., Bródka P. (2018) Probing Limits of Information Spread with Sequential Seeding. Scientific Reports, 8(1), 13996, DOI: 10.1038/s41598-018-32081-2
7. Bródka, P., Chmiel, A., Magnani, M., Ragozini, G. (2018). Quantifying layer similarity in multiplex networks: a systematic study. Royal Society Open Science 2018 5 171747, 10.1098/rsos.171747.
8. Belfin R.V., Kanaga E F.M., Bródka P. (2018). Overlapping community detection using superior seed set selection in social networks. Computers & Electrical Engineering, 10.1016/j.compeleceng.2018.03.012
9. Erlandsson F., Bródka P., Boldt M., Johnson H. (2017). Do we really need to catch them all? A new User-guided Social Media Crawling method. Entropy, 19(12), 686.
10. Jankowski, J., Michalski, R., Bródka, P. (2017). A multilayer network dataset of interaction and influence spreading in a virtual world. Scientific Data, 4, Article number: 170144
11. Ethier, JF, Curcin, V., McGilchrist, M., Lim Choi Keung, S., Zhao, L., Andreasson, A., Bródka, P., Michalski, R., Arvanitis T., Mastellos, N., Burgun, A., Delaney B. (2017). eSource for clinical trials: Implementation and evaluation of a standards-based approach in a real world trial, International Journal of Medical Informatics, Volume 106, pp. 17-24, Elsevier
12. Jankowski J., Bródka P., Kazienko P., Szymanski B., Michalski R., Kajdanowicz T. (2017) Balancing Speed and Coverage by Sequential Seeding in Complex Networks Scientific Reports, 7(1), 891, DOI: 10.1038/s41598-017-00937-8
13. Jankowski J., Bródka P., Humari J. (2016). A Picture is Worth a Thousand Words: An Empirical Study on the Influence of Content Visibility on Diffusion Processes within a Virtual World. Behaviour & Information Technology, 35(11), 926-945.
14. Jankowski, J., Saganowski, S., Bródka, P. (2016). Evaluation of TRANSFoRm mobile eHealth solution for remote patient monitoring during clinical trials. Mobile Information Systems, 2016, Article ID 1029368
15. Erlandsson F., Bródka P., Borg A., Johnson H. (2016). Finding Influential Users in Social Media Using Association Rule Learning. Entropy Special Issue "Machine Learning and Entropy: Discover Unknown Unknowns in Complex Data Sets" 18(5), 164
16. Mastellos N., Bliźniuk G., Czopnik D., McGilchrist M., Misiaszek A., Bródka P., Curcin V., Car J., Delaney B., Andreasson A. (2016). Feasibility and acceptability of TRANSFoRm to improve clinical trial recruitment in primary care. Family Practice 33 (2): 186-191.doi: 10.1093/fampra/cmv102
17. Saganowski S., Bródka P., Misiaszek A., Fraczkowski K. (2015). Mobile eHealth solution (ePRO). In Journal of clinical bioinformatics (Vol. 5, No. 1, p. S14). BioMed Central.
18. Saganowski S., Gliwa B., Bródka P., Zygmunt A., Kazienko P., Koźlak J. (2015). Predicting Community Evolution in Social Networks. Entropy, 17(5), 3053-3096.
19. Różewski P., Jankowski J., Bródka P., Michalski R. (2015). Knowledge workers’ collaborative learning behavior modeling in an organizational social network. Computers in Human Behavior, 51, 1248-1260.
20. Jankowski J., Michalski R., Bródka P., Kazienko P., Utz S. (2015). Knowledge Acquisition from Social Platforms Based on Network Distributions Fitting. Computers in Human Behavior, 51, 685-693.
21. Musial K., Bródka P., Kazienko P., Gaworecki J. (2014). Extraction of Multi-layered Social Networks from Activity Data.The Scientific World Journal 2014, Article ID 359868, 13 pages.
22. Michalski R., Kajdanowicz T., Bródka P., Kazienko P. (2014). Seed Selection for Spread of Influnece in Social Networks: Temporal vs. Static Approach. New Generation Computing, 32(3-4), 213-235.

Selected publications
1	Artykuł 2026 Łukasz Kraiński, Michał J Czuba Piotr Bródka Paweł Prałat, Bogumił Kamiński, François Théberge, Multilayer artificial benchmark for community detection (mABCD). Expert Systems with Applications. 2026, vol. 307, art. 130920, s. 1-21. ISSN: 0957-4174; 1873-6793 Zasoby:DOIURLSFX
2	Artykuł 2025 Michał J Czuba Mingshan Jia, Piotr Bródka Katarzyna Musiał, Applicability of the minimal dominating set for influence maximization in multilayer networks. Journal of Complex Networks. 2025, vol. 13, nr 6, art. cnaf036, s. 1-23. ISSN: 2051-1329 Zasoby:DOIURLSFX
3	Artykuł 2025 Karol Dykiert Wojciech Cieżak Piotr Bródka Implementing data science to enhance water distribution system modelling. A case study of building hydraulic model of high-pressure zone in Wrocław = Wykorzystanie data science do usprawnienia modelowania hydraulicznego sieci wodociągowych. Przypadek budowy modelu strefy wysokiego ciśnienia we Wrocławiu. Instal. 2025, nr 10, s. 40-45. ISSN: 1640-8160
4	Referat konferencyjny 2025 Michał J Czuba Mateusz K Stolarski Adam Piróg, Piotr Bielak Piotr Bródka Identifying super spreaders in multilayer networks. W: ECAI 2025 : 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy. Including : 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025) : proceedings / eds. Inês Lynce [i in.]. Amsterdam : IOS Press, cop. 2025. s. 2195-2202. ISBN: 978-1-64368-631-8 Zasoby:DOIURLSFX
5	Referat konferencyjny 2025 Piotr Bródka Michał J Czuba Bogumił Kamiński, Łukasz Kraiński, Paweł Prałat, François Théberge, The multilayer Artificial Benchmark for Community Detection (mABCD). W: Modelling and Mining Networks : 20th International Workshop, WAW 2025 : Vilnius, Lithuania, June 30 - July 3, 2025 : proceedings / eds. Mindaugas Bloznelis [i in.]. Cham : Springer Nature Switzerland AG, cop. 2025. s. 172-188. ISBN: 978-3-031-92897-0; 978-3-031-92898-7 Zasoby:DOIURLSFX
6	Artykuł 2025 Michał J Czuba Piotr Bródka Rank-refining seed selection methods for budget constrained influence maximisation in multilayer networks under linear threshold model. Social Network Analysis and Mining. 2025, vol. 15, art. 46, s. 1-25. ISSN: 1869-5450; 1869-5469 Zasoby:DOIURLSFX
7	Artykuł 2024 Mateusz K Stolarski Adam Piróg, Piotr Bródka Identifying key nodes for the influence spread using a machine learning approach. Entropy. 2024, vol. 26, nr 11, art. 955, s. 1-13. ISSN: 1099-4300 Zasoby:DOIURLSFX
8	Artykuł 2024 Michał B Paradowski, Nicole Whitby, Michał J Czuba Piotr Bródka Peer interaction dynamics and second language learning trajectories during study abroad: A longitudinal investigation using dynamic computational social network analysis. Language Learning. 2024, vol. 74, nr S2, s. 58-115. ISSN: 0023-8333; 1467-9922 Zasoby:DOISFX
9	Artykuł 2024 Michał J Czuba Mateusz Nurek Damian Serwata Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musiał, Radosław W Michalski Piotr Bródka Network Diffusion Framework to simulate spreading processes in complex networks. Big Data Mining and Analytics. 2024, vol. 7, nr 3, s. 637-654. ISSN: 2096-0654; 2097-406X Zasoby:DOIURLSFX
10	Artykuł 2024 Abida Sadaf, Luke Mathieson, Piotr Bródka Katarzyna Musiał, A bridge between influence models and control methods. Applied Network Science. 2024, vol. 9, art. 38, s. 1-31. ISSN: 2364-8228 Zasoby:DOIURLSFX

All employee publications