Research papers and blog posts. All my publications and their citations are on Google Scholar.

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Publications

Peer-reviewed research on open-source collaboration, developer networks and multi-agent simulation, from my PhD at PJAIT. Citations are on Google Scholar.

Surgical teams on GitHub: Modeling performance of GitHub project development processes
O. Jarczyk, S. Jaroszewicz, A. Wierzbicki, K. Pawlak, M. Jankowski-Lorek
Information and Software Technology, vol. 100, pp. 32-46 (Elsevier), 2018 · summary on this blog
Choose a Job You Love: Predicting Choices of GitHub Developers
R. Nielek, O. Jarczyk, K. Pawlak, L. Bukowski, R. Bartusiak, A. Wierzbicki
2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI), pp. 200-207, 2016
Cooperation Prediction in GitHub Developers Network with Restricted Boltzmann Machine
R. Bartusiak, T. Kajdanowicz, A. Wierzbicki, L. Bukowski, O. Jarczyk, K. Pawlak
Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016), LNCS, pp. 96-107 (Springer), 2016
Looking for big money in the grey zone. Simulation of High Yield Investment Programs strategies
K. Gniadzik, G. Kowalik, O. Jarczyk, R. Nielek
Computer Science, vol. 16 (AGH University of Science and Technology Press), 2015
GitHub Projects. Quality Analysis of Open-Source Software
O. Jarczyk, B. Gruszka, S. Jaroszewicz, L. Bukowski, A. Wierzbicki
International Conference on Social Informatics (SocInfo 2014), LNCS, pp. 80-94 (Springer), 2014 · Nominated for the best paper award at SocInfo 2014
On the Effectiveness of Emergent Task Allocation of Virtual Programmer Teams
O. Jarczyk, B. Gruszka, L. Bukowski, A. Wierzbicki
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technologies (WI-IAT), 2014

[AI] Overview of different ways to recommend music using machine learning

This is an alternate solution for music recommendation as originally described in the GitHub repository irecsys/CARSKit. I present here possible ways to deal wit...

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Surgical teams on GitHub: Modeling performance of GitHub project development processes

I’d like to present you summary of the article I co-authored and published recently:

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