Publications

Journals:

• Yueran Duan, Mateusz Nurek, Qing Guan, Radosław Michalski, Petter Holme. Temporal Link Prediction in Social Networks Based on Agent Behavior Synchrony and a Cognitive Mechanism. IEEE Transactions on Computational Social Systems, IEEE (2025)
• Michał Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka. Network Diffusion Framework to Simulate Spreading Processes in Complex Networks. Big Data Mining and Analytics, Vol. 7, Issue 3, pp. 637-654, Tsinghua University Press (2024)
• 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, Vol. 11, pp. 8492-8503 (2023)
• Radosław Michalski, Damian Serwata, Mateusz Nurek, Boleslaw K. Szymanski, Tao Jia. Temporal network epistemology: On reaching consensus in a real-world setting. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 32, 063135 (2022)

• Mateusz Nurek, Radosław Michalski. Combining Machine Learning and Social Network Analysis to Reveal the Organizational Structures. Applied Sciences 2020, 10(5), 1699 (2020)

  Conferences:

  • Damian Serwata, Mateusz Nurek, Radosław Michalski. A Perspective on the Ubiquity of Interaction Streams in Human Realm. ICCS 2024 - International Conference on Computational Science. Lecture Notes in Computer Science LNCS, vol. 14836, pp. 353–367, Springer, Cham (2024)

  Preprints:

  • Mateusz Nurek, Joanna Kołaczek, Radosław Michalski, Boleslaw K. Szymanski, Omar Lizardo. CoDiNG – Naming Game with Continuous Latent Opinions of Individual Agents. arXiv:2406.19204