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Faculty of Information and Communication Technology

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Piotr Bródka, DSc, PhD, Eng

E-mail: piotr.brodka@pwr.edu.pl
Unit: Faculty of Information and Communication Technology (N) » Departament of Artificial intelligence

Piotr BródkaWybrzeże 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

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
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
Lista MNiSW
2
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:DOIURLSFXOpen Access
3
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
4
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:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
5
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:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
6
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:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
7
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:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
8
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:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
9
Artykuł
2024
Anna Andreasson, Lars Agréus, Nikolaos Mastellos, Grzegorz Bliźniuk, Dorota Waśko-Czopnik, Agapi Angelaki, Eirini Theodosaki, Christos Lionis, Karin Hek, Robert Verheij, Ellen Wright, Stevo Durbaba, Jean Muris, Piotr Bródka, Stanisław Saganowski, Jean-Francois Ethier, Vasa Curcin, Brendan Delaney,
Effect of on-demand vs continuous prescription of proton pump inhibitors on symptom burden and quality of life: results of a real-world randomized controlled trial in primary care patients with gastroesophageal reflux disease. Annals of Medicine. 2024, vol. 56, nr 1, s. 1-9. ISSN: 1365-2060; 0785-3890
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
10
Referat konferencyjny
2023
Abida Sadaf, Luke Mathieson, Piotr Bródka, Katarzyna Musiał,
Maximising influence spread in complex networks by utilising community-based driver nodes as seeds. W: Information Management and Big Data : 9th Annual International Conference, SIMBig 2022, Lima, Peru, November 16-18, 2022 : proceedings / eds. Juan Antonio Lossio-Ventura [i in.]. Cham : Springer, cop. 2023. s. 126-141. ISBN: 978-3-031-35444-1; 978-3-031-35445-8
Zasoby:DOIURLSFX

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