Publications

Combining machine learning and social network analysis to reveal the organizational structures

Mateusz Nurek, Radosław W Michalski

Applied Sciences · 2020

Finding influentials in social networks using evolutionary algorithm

Michał Weskida, Radosław W Michalski

Journal of Computational Science · 2019

Entropy measures of human communications dynamics

Marcin Kulisiewicz, Przemysław Kazienko, Bolesław Szymański, Radosław W Michalski

Scientific Reports · 2018

Social network analysis in organizational structures evaluation

Radosław W. Michalski, Przemysław Kazienko

Encyclopedia of Social Network Analysis and Mining · 2018

Strategic distribution of seeds to support diffusion in complex networks

Piotr Bródka, Radosław W Michalski, Jarosław Jankowski, Marcin Waniek, Aamena Alshamsi

PLoS ONE · 2018

Probing limits of information spread with sequential seeding

Bolesław Szymański, Przemysław Kazienko, Radosław W Michalski, Piotr Bródka, Jarosław Jankowski

Scientific Reports · 2018

Increasing coverage of information diffusion processes by reducing the number of initial seeds

Radosław W Michalski, Piotr Bródka, Jarosław Jankowski, Artur Karczmarczyk

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, ASONAM '17 · 2017

Balancing speed and coverage by sequential seeding in complex networks

Jarosław J. Jankowski, Piotr Bródka, Przemysław Kazienko, Bolesław Szymański, Radosław W Michalski, Tomasz Kajdanowicz

Scientific Reports · 2017

A multilayer network dataset of interaction and influence spreading in a virtual world

Radosław W Michalski, Piotr Bródka, Jarosław Jankowski

Scientific Data · 2017

Increasing coverage of information spreading in social networks with supporting seeding

Radosław W Michalski, Jarosław Jankowski

DMDB 2017 · 2017

eSource for clinical trials: implementation and evaluation of a standards-based approach in a real world trial

Piotr Bródka, Radosław W Michalski, Jean-Francois Ethier, Vasa Curcin, Mark McGilchrist, Sarah N. Lim Choi Keung, Lei Zhao, Anna Andreasson, Theodoros N Arvanitis, Nikolaos Mastellos, Anita Burgun, Brendan Delaney

International Journal of Medical Informatics · 2017

Seeds buffering for information spreading processes

Piotr Bródka, Radosław W Michalski, Przemysław Kazienko, Jarosław Jankowski

9th International Conference, SocInfo 2017, Oxford, UK, September 13-15 · 2017

Evolutionary algorithm for seed selection in social influence process

Michał Weskida, Radosław W Michalski

ASONAM 2016 · 2016

Learning in unlabeled networks - an active learning and inference approach

Tomasz Kajdanowicz, Radosław W Michalski, Przemysław Kazienko, Katarzyna Musiał

AI Communications · 2016

How to prevent user abusive behavior on webchats?

Włodzimierz J. Tuligłowicz, Radosław W Michalski, Tomasz Kajdanowicz, Przemysław Kazienko, Jarosław Jankowski

2016

Linear threshold model in temporal networks

Radosław W. Michalski

ASONAM 2015 · 2015

Knowledge workers’ collaborative learning behavior modeling in an organizational social network

Jarosław J Jankowski, Piotr Bródka, Radosław W Michalski, Przemysław Różewski

Computers in Human Behavior · 2015

Adaptive survey design using structural characteristics of the social network

Jarosław J. Jankowski, Radosław W Michalski, Piotr Bródka, Przemysław Kazienko, Sonja Utz

7th International Conference, SocInfo 2015 Beijing, China, December 9 – 12 · 2015

Knowledge acquisition from social platforms based on network distributions fitting

Jarosław J. Jankowski, Radosław W Michalski, Piotr Bródka, Przemysław Kazienko, Sonja Utz

Computers in Human Behavior · 2015

Maximizing social influence in real-world networks - the state of the art and current challenges

Radosław W. Michalski, Przemysław Kazienko

Propagation phenomena in real world networks · 2015