Marek Gagolewski

Marek Gagolewski, PhD, Dr habil.

Senior Lecturer in Applied Artificial Intelligence (commencing in late Sep. 2019)
School of Information Technology, Deakin University
Melbourne-Burwood Campus
221 Burwood Highway
Burwood, VIC 3125, Australia
Emails (pick one – and only one):
marekgagolewski·com (main)
M.Gagolewskimini·pw·edu·pl (academic - Warsaw University of Technology)
See also:  ResearchGate Google Scholar ORCID
My academic vita:  In English, In Polish

Highlights

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

  • Author of the fast&robust Genie clustering algorithm CRAN package genie PyPI package genieclust

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

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

Recent News

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. :)

2019-06-08 new paper

Aggregation on ordinal scales with the Sugeno integral for biomedical applications

Gleb Beliakov, Simon James and I got another paper accepted for publication in Information Sciences. This time we re-write a learning-to-aggregate problem based on the Sugeno integral in a difference-of-convex objective setting. The derived tool is particularly useful when working with ordinal data. Read more…

2019-05-14 new paper

New paper on information fusion

A taxonomy of monotonicity properties for the aggregation of multidimensional data – joint work with Raúl Pérez-Fernández and Bernard De Baets has been accepted for publication in Information Fusion. Read more…

2019-03-25 new paper

An inherent difficulty in the aggregation of multidimensional data

Accepted for publication in IEEE Transactions on Fuzzy SystemsAn inherent difficulty in the aggregation of multidimensional data by Raúl Pérez-Fernández, Bernard De Baets, and me. Abstract below. Read more…

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