Marek Gagolewski

Dr habil. Marek Gagolewski

ORCID ORCID=0000-0003-0637-6028

Senior Lecturer in Applied Artificial Intelligence
School of Information Technology
Deakin University
Melbourne Burwood Campus, Room T2.20
221 Burwood Hwy, Burwood, VIC 3125, Australia
Associate Professor of Data Science (on long-term leave)
Faculty of Mathematics and Information Science
Warsaw University of Technology
ul. Koszykowa 75, 00-662 Warsaw, Poland
Emails (pick one – and only one):
marekgagolewski·com (main)
M.Gagolewskideakin·edu·au (academic – Deakin University)
M.Gagolewskimini·pw·edu·pl (academic – Warsaw University of Technology)
See also:  ResearchGate Google Scholar
My academic CV


Researcher in Machine Learning, Applied Artificial Intelligence, Data Fusion and Statistical Modelling

  • Author of the fast&robust Genie hierarchical clustering algorithm CRAN package genie PyPI package genieclust
  • Author or co-author of 70 publications (see featured papers), including:
    • 29 journal papers,
    • 34 papers in proceedings of international conferences,
    • 7 research monographs, textbooks and edited volumes.
  • My current h-index = 13 (Google Scholar) / 10 (Scopus) / 9 (Web of Science).
  • Supervisor of 3 successful PhDs and 9 MScs (by research).

Machine Learning, Data Analysis and Scientific Computing Software Developer (Python, C, C++, R, etc.)

Data Science, Machine Learning, Python, R and C++ Tutor & Trainer

Recent News

2019-12-11 new paper

DC optimization for constructing discrete Sugeno integrals and learning nonadditive measures

We (Gleb Beliakov, Simon James and I) have another paper accepted for publication – this time in the Optimization journal. Read more…

2019-11-14 new paper

Robust fitting for the Sugeno integral with respect to general fuzzy measures

The editor of Information Sciences have just let us know that a paper by Gleb Beliakov, Simon James and me will be published in this outlet. Read more…


Deakin University

On 23rd of September 2019 I commence as a Senior Lecturer in Applied Artificial Intelligence at Deakin University in Melbourne-Burwood, Australia (Australian senior lecturer is supposed to be equivalent to an associate professor in the US).

2019-09-10 new paper

Constrained Ordered Weighted averaging aggregation with multiple comonotone constraints

Lucian Coroianu, Robert Fullér, Simon James and I got a paper accepted in the Fuzzy Sets and Systems outlet. Abstract below. Read more…

2019-06-17 new PhD

Jan Lasek's PhD defence

My PhD student, Jan Lasek, has successfully defended his doctoral thesis, New data-driven rating systems for association football. :)

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