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

Highlights

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 71 publications (see featured papers), including:
    • 30 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

2020-02-10 new paper

Genie+OWA: Robustifying Hierarchical Clustering with OWA-based Linkages

Check out our (by Anna Cena and me) most recent paper on the best hierarchical clustering algorithm in the world – Genie. It is going to appear in Information Sciences; doi:10.1016/j.ins.2020.02.025. Read more…

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; doi:10.1080/02331934.2019.1705300. Read more…

2019-12-01

IEEE WCCI 2020 Special Session - Aggregation Structures: New Trends and Applications

Call for contributions – IEEE World Congress on Computational Intelligence (WCCI) 2020, Glasgow, Scotland — FUZZ-IEEE-6 Special Session on Aggregation Structures: New Trends and Applications; for more details, click here.

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…

2019-09-23

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).

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