Marek Gagolewski, PhD, Dr habil.
ORCID=0000-0003-0637-6028
School of Information Technology, Deakin University
Melbourne Burwood Campus, Room T2.20-WS12
221 Burwood Hwy, Burwood, VIC 3125, Australia
marekgagolewski·com (main)M.Gagolewskideakin·edu·au (academic – Deakin University)M.Gagolewskimini·pw·edu·pl (academic – Warsaw University of Technology)Phone (work): +61 3 9246 8420 See also:
My academic CV
Highlights
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Researcher in Machine Learning, Applied Artificial Intelligence, Data Fusion and Statistical Modelling
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Machine Learning, Data Analysis and Scientific Computing Software Developer (Python, C, C++, R, etc.)
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Data Science, Machine Learning, Python, R and C++ Tutor & Trainer
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Recent News
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 equivalent to an associate professor in the US).
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…
Jan Lasek's PhD defence
My PhD student, Jan Lasek, has successfully defended his doctoral thesis, New data-driven rating systems for association football. :)
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…
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…