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
marekgagolewski·com (main)M.Gagolewskimini·pw·edu·pl (academic - Warsaw University of Technology)See also:
My academic vita: In English, In Polish
Highlights
|
Researcher in Machine Learning, Applied Artificial Intelligence, Data Fusion and Modelling
|
|
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
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…
An inherent difficulty in the aggregation of multidimensional data
Accepted for publication in IEEE Transactions on Fuzzy Systems — An inherent difficulty in the aggregation of multidimensional data by Raúl Pérez-Fernández, Bernard De Baets, and me. Abstract below. Read more…