Publikacje

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

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

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

Blockchain transaction data mining and its applications

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

IET Blockchain · 2024

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

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

A perspective on the ubiquity of interaction streams in human realm

Damian Serwata, Mateusz Nurek, Radosław W Michalski

ICCS 2024 · 2024

The role of conformity in opinion dynamics modelling with multiple social circles

Stanisław Jakub Stępień, Piotr Bródka, Radosław W Michalski, Jarosław Jankowski

ICCS 2023 · 2023

Predicting relationship labels and individual personality traits from telecommunication history in social networks using Hawkes processes

Mateusz Nurek, Radosław W Michalski, Omar Lizardo, Marian-Andrei Rizoiu

IEEE Access · 2023

CasSeqGCN: Combining network structure and temporal sequence to predict information cascades

Radosław W Michalski, Yansong Wang, Xiaomeng Wang, Yijun Ran, Tao Jia

Expert Systems with Applications · 2022

Improving cellular automata for distributed ledgers

Piotr Macek, Daria Dziubałtowska, Bartosz Kuśmierz, Radosław W Michalski

22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022, 16-19 May 2022, Taormina (Messina), Italy · 2022

Temporal network epistemology: on reaching consensus in a real-world setting

Michalski, Rados{\l}aw, Damian Serwata, Mateusz Nurek, Bolesław K. Szymański, Kazienko, Przemys{\l}aw, Tao Jia, Radosław Michalski, Przemysław Kazienko

Chaos · 2022

Sequential seeding in multilayer networks

Piotr Bródka, Radosław W Michalski, Jarosław Jankowski

Chaos · 2021

Social networks through the prism of cognition

Radosław W. Michalski, Bolesław Szymański, Przemysław Kazienko, Marcin Kulisiewicz, Christian Lebiere, Omar Lizardo

Complexity · 2021

Revealing the character of nodes in a blockchain with supervised learning

Radosław W. Michalski, Daria Dziubałtowska, Piotr Macek

IEEE Access · 2020

Effective influence spreading in temporal networks with sequential seeding

Radosław W. Michalski, Piotr Bródka, Jarosław Jankowski

IEEE Access · 2020

Analysing and predicting the adoption of anonymous transactions in cryptocurrencies

Radosław W. Michalski

Business Information Systems Workshops · 2020

Dru: studying blockchain as a complex network

Radosław W. Michalski, Marcin Pieczka

ASONAM 2020 · 2020

Entropy-based measure for influence maximization in temporal networks

Radosław W. Michalski, Jarosław Jankowski, Patryk Pazura

ICCS 2020 · 2020

A dynamic Vote-Rank based approach for effective sequential initialization of information spreading processes within complex networks

Radosław W Michalski, Patryk Pazura, Kamil Bortko, Jarosław Jankowski

ICCS 2020 · 2020