E-mail: radoslaw.michalski@pwr.edu.pl

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

Wybrzeże Wyspiańskiego 27, 50-370 Wrocław
building A-1, room 203 K
phone +48 71 320 3453

Homepage

Office hours

• check my homepage

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Research fields

• diffusion processes in social networks (e.g. social influence); temporal networks; machine learning; blockchain solutions and analysis.

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Publications in DONA database

 

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Selected publications
1	Article 2025 Wenjin Xie, Xiaomeng Wang, Radosław Michalski, Tao Jia, Towards a performance characteristic curve for model evaluation: An application in information diffusion prediction. Expert Systems with Applications. 2025, vol. 270, art. 126482, s. 1-9. ISSN: 0957-4174; 1873-6793 Resources:DOISFX
2	Proceeding paper 2024 Daria Dziubałtowska, Radosław Michalski, Measuring the influence of the network structure for the vote propagation in the cellular automata consensus. W: 2024 6th International Conference on Blockchain Computing and Applications (BCCA), Dubai, UAE, 26-29 November, 2024 / eds. Moayad Aloqaily, Mohammad Hammoudeh, Safa Otoum. Danvers, MA : IEEE, cop. 2024. s. 756-758. ISBN: 979-8-3503-5153-8 Resources:DOIURL
3	Article 2024 Michał J Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musiał, Radosław 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 Resources:DOIURLSFX
4	Proceeding paper 2024 Damian Serwata, Mateusz Nurek, Radosław Michalski, A perspective on the ubiquity of interaction streams in human realm. W: Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024 : Proceedings. Pt. 5 / eds. Leonardo Franco [i in.]. Cham : Springer, cop. 2024. s. 353-367. ISBN: 978-3-031-63774-2; 978-3-031-63775-9 Resources:DOISFX
5	Proceeding paper 2023 Stanisław J Stępień, Jarosław Jankowski, Piotr Bródka, Radosław Michalski, The role of conformity in opinion dynamics modelling with multiple social circles. W: Computational Science - ICCS 2023 : 23rd International Conference Prague, Czech Republic, July 3-5, 2023 : proceedings. Pt. 3 / eds. Jiří Mikyška [i in.]. Cham : Springer, cop. 2023. s. 33-47. ISBN: 978-3-031-36023-7; 978-3-031-36024-4 Resources:DOIURLSFX
6	Article 2023 Mateusz Nurek, Radosław Michalski, Omar Lizardo, Marian-Andrei Rizoiu, Predicting relationship labels and individual personality traits from telecommunication history in social networks using Hawkes processes. IEEE Access. 2023, vol. 11, s. 8492-8503. ISSN: 2169-3536 Resources:DOISFX
7	Proceeding paper 2022 Piotr Macek, Daria Dziubałtowska, Bartosz Kuśmierz, Radosław Michalski, Improving cellular automata for distributed ledgers. W: 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022, 16-19 May 2022, Taormina (Messina), Italy : proceedings / eds. Maria Fazio [i in.]. Piscataway, NJ : IEEE, cop. 2022. s. 814-819. ISBN: 978-1-6654-9956-9 Resources:DOI
8	Article 2022 Radosław Michalski, Damian Serwata, Mateusz Nurek, Przemysław Kazienko, Tao Jia, Temporal network epistemology: on reaching consensus in a real-world setting. Chaos. 2022, vol. 32, nr 6, art. 063135, s. 1-12. ISSN: 1054-1500; 1089-7682 Resources:DOISFX
9	Article 2022 Yansong Wang, Xiaomeng Wang, Yijun Ran, Radosław Michalski, Tao Jia, CasSeqGCN: Combining network structure and temporal sequence to predict information cascades. Expert Systems with Applications. 2022, vol. 206, art. 117693, s. 1-13. ISSN: 0957-4174; 1873-6793 Resources:DOISFX
10	Article 2021 Piotr Bródka, Jarosław Jankowski, Radosław Michalski, Sequential seeding in multilayer networks. Chaos. 2021, vol. 31, art. 033130, s. 1-12. ISSN: 1054-1500; 1089-7682 Resources:DOISFX

All publications