Temporal link prediction in social networks based on agent behavior synchrony and a cognitive mechanism
M Nurek, RW Michalski, Y Duan, Q Guan, P Holme
IEEE 2025
2025
Mateusz Nurek
Alumni PhD
Mateusz Nurek is a PhD Student at the Department of Artificial Intelligence, Wroclaw University of Science and Technology. His research area includes network science and machine learning. Mateusz is primarily interested in using computational intelligence to study social aspects; therefore, his current research focuses on problems such as the classification of human relationships or predicting personality traits based on communication patterns.
Research interests
- Network Science
- Social Networks Analysis
- Machine Learning
Research groups
Education
- 2017
B.Eng. in Computer Science
Silesian University of Technology
- 2019
MsC in Computer Science
Wroclaw University of Science and Technology
Publications6
A perspective on the ubiquity of interaction streams in human realm
D Serwata, M Nurek, RW Michalski
Conference paper
2024
Predicting relationship labels and individual personality traits from telecommunication history in social networks using Hawkes processes
M Nurek, RW Michalski, O Lizardo, MA Rizoiu
IEEE Access 11, 8492–8503
2023
Temporal network epistemology: on reaching consensus in a real-world setting
R Michalski, D Serwata, M Nurek, BK Szymański, P Kazienko, T Jia, R Michalski, P Kazienko
Chaos An Interdisciplinary Journal of Nonlinear Science · Cited by 9
2022
Combining machine learning and social network analysis to reveal the organizational structures
M Nurek, RW Michalski
Applied Sciences
2020