Jędrzej Potoniec

I am an assistant professor in the Machine Learning Laboratory within the Institute of Computing Science of the Faculty of Computing and Telecommunications, Poznan University of Technology.

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Institute of Computing Science

Poznan University of Technology

ul. Piotrowo 2

60-965 Poznan, Poland

My main research interest is combining machine learning with complex, symbolic data such as ontologies, knowledge bases and graphs, business process models, or event logs. If you want to reach me, the best way is to drop me an email at jedrzej.potoniec@cs.put.poznan.pl

selected publications

2023

  1. Reason-able Embeddings: Learning Concept Embeddings with a Transferable Neural Reasoner
    Adamski, Dariusz Max and Potoniec, Jędrzej
    Semantic Web, 2023

2022

  1. Continuous discovery of Causal nets for non-stationary business processes using the Online Miner
    Potoniec, Jędrzej and Sroka, Daniel and Pawlak, Tomasz P.
    European Journal of Operational Research, 2022

2018

  1. Discovery of emerging design patterns in ontologies using tree mining
    Ławrynowicz, Agnieszka and Potoniec, Jędrzej and Robaczyk, Michał and Tudorache, Tania
    Semantic Web, 2018