Marek Gagolewski

Dr habil. Marek Gagolewski

ORCID ORCID=0000-0003-0637-6028

Senior Lecturer in Applied Artificial Intelligence (US equiv.: Associate Professor)
School of Information Technology
Deakin University
Melbourne Burwood Campus, Room T2.20
221 Burwood Hwy, Burwood, VIC 3125, Australia
Associate Professor in 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 72 publications (see featured papers), including:
    • 30 journal papers,
    • 34 papers in proceedings of international conferences,
    • 8 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

2020-02-23 book draft

Lightweight Machine Learning Classics with R

A first draft of my new textbook Lightweight Machine Learning Classics with R is now available. Read more…

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…

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