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Faculty of Information and Communication Technology

Radosław Michalski, DSc, PhD, Eng

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

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

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

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Research fields

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

Publications in DONA database

 


Selected publications
1
Artykuł
2025
Rafał M Stottko, Radosław W Michalski, Bartłomiej Szyja,
RGBChem: image-like representation of chemical compounds for property prediction. Journal of Chemical Theory and Computation. 2025, vol. 21, nr 10, s. 5322-5333. ISSN: 1549-9618; 1549-9626
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
2
Artykuł
2025
Yueran Duan, Mateusz Nurek, Qing Guan, Radosław W Michalski, Petter Holme,
Temporal link prediction in social networks based on agent behavior synchrony and a cognitive mechanism. IEEE Transactions on Computational Social Systems. 2025, s. 1-12. ISSN: 2329-924X
Zasoby:DOIURLImpact FactorLista FiladelfijskaLista MNiSWOpen Access
3
Artykuł
2025
Wenjin Xie, Xiaomeng Wang, Radosław W 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
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
4
Referat konferencyjny
2024
Daria Dziubałtowska, Radosław W 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
Zasoby:DOIURL
5
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
6
Referat konferencyjny
2024
Damian Serwata, Mateusz Nurek, Radosław W 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 Nature Switzerland AG, cop. 2024. s. 353-367. ISBN: 978-3-031-63774-2; 978-3-031-63775-9
Zasoby:DOISFX
7
Referat konferencyjny
2023
Stanisław J Stępień, Jarosław Jankowski, Piotr Bródka, Radosław W 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
Zasoby:DOIURLSFX
8
Artykuł
2023
Mateusz Nurek, Radosław W 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
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
9
Referat konferencyjny
2022
Piotr Macek, Daria Dziubałtowska, Bartosz Kuśmierz, Radosław W 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
Zasoby:DOI
10
Artykuł
2022
Radosław W Michalski, Damian Serwata, Mateusz Nurek, Bolesław Szymański, 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
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access

All publications

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