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Department of Artificial Intelligence
← Network Science Lab

Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 155

  1. Twinning complex networked systems: data-driven calibration of the mABCD synthetic graph generator

    Piotr Bródka, Michał J Czuba, Mateusz K Stolarski, Bogumił Kamiński, Łukasz Kraiński, Katarzyna Musiał, Paweł Prałat

    WAW 2026 · 2026

  2. On spreading phenomena and influence maximisation in multilayer networks

    Michał J. Czuba

    2026

  3. Multilayer artificial benchmark for community detection (mABCD)

    Michał J Czuba, Piotr Bródka, Łukasz Kraiński, Paweł Prałat, Bogumił Kamiński, François Théberge

    Expert Systems with Applications · 2026

  4. Temporal link prediction in social networks based on agent behavior synchrony and a cognitive mechanism

    Mateusz Nurek, Radosław W Michalski, Yueran Duan, Qing Guan, Petter Holme

    IEEE Transactions on Computational Social Systems · 2025

  5. Applicability of the minimal dominating set for influence maximization in multilayer networks

    Michał J. Czuba, Piotr Bródka, Mingshan Jia, Katarzyna Musiał

    Journal of Complex Networks · 2025

  6. Analysis of water demand in student dormitories: an example of an unconventional residential building

    Karol Dykiert, Wojciech Cieżak

    Instal · 2025

  7. Identifying super spreaders in multilayer networks

    Michał Czuba, Stolarski, Mateusz, Adam Piróg, Piotr Bielak, Piotr Bródka, Mateusz Stolarski

    14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025) · 2025

  8. The multilayer Artificial Benchmark for Community Detection (mABCD)

    Piotr Bródka, Michał J Czuba, Bogumił Kamiński, Łukasz Kraiński, Paweł Prałat, François Théberge

    WAW 2025 · 2025

  9. Implementing Network Science to enhance water distribution network pipe roughness calibration

    Karol Dykiert, Mateusz K Stolarski, Michał J Czuba, Wojciech Cieżak, Piotr Bródka

    CCWI 2025 · 2025

  10. Rank-refining seed selection methods for budget constrained influence maximisation in multilayer networks under linear threshold model

    Michał J. Czuba, Piotr Bródka

    Social Network Analysis and Mining · 2025

  11. RGBChem: image-like representation of chemical compounds for property prediction

    Rafał M. Stottko, Radosław W Michalski, Bartłomiej Szyja

    Journal of Chemical Theory and Computation · 2025

  12. Implementing data science to enhance water distribution system modelling

    Karol Dykiert, Wojciech Cieżak, Piotr Bródka

    Instal · 2025

  13. Towards a performance characteristic curve for model evaluation: An application in information diffusion prediction

    Radosław W Michalski, Wenjin Xie, Xiaomeng Wang, Tao Jia

    Expert Systems with Applications · 2025

  14. Flotation kinetics of ortho-coking coal at different temperatures

    Tomasz A. Ratajczak, Danuta Szyszka, Karol Dykiert

    Mining Science · 2025

  15. Peer interaction dynamics and second language learning trajectories during study abroad: A longitudinal investigation using dynamic computational social network analysis

    Michał J Czuba, Piotr Bródka, Michał B. Paradowski, Nicole Whitby

    Language Learning · 2024

  16. Blockchain transaction data mining and its applications

    Radosław W Michalski, Jiajing Wu, Hong-Ning Dai, Qi Xuan, Xi Chen

    IET Blockchain · 2024

  17. Measuring the influence of the network structure for the vote propagation in the cellular automata consensus

    Daria Dziubałtowska, Radosław W Michalski

    2024 6th International Conference on Blockchain Computing and Applications (BCCA), Dubai, UAE, 26-29 November · 2024

  18. Network Diffusion Framework to simulate spreading processes in complex networks

    Michał J. Czuba, Mateusz Nurek, Damian Serwata, Radosław W Michalski, Piotr Bródka, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musiał

    Big Data Mining and Analytics · 2024

  19. A bridge between influence models and control methods

    Piotr Bródka, Abida Sadaf, Luke Mathieson, Katarzyna Musiał

    Applied Network Science · 2024

  20. A perspective on the ubiquity of interaction streams in human realm

    Damian Serwata, Mateusz Nurek, Radosław W Michalski

    ICCS 2024 · 2024