Prof. Marek Gagolewski, Ph.D., Dr habil.

About Me

Marek Gagolewski

Associate Professor of Computer Science and Data Science

Supervisor of the Data Science Curriculum
Faculty of Mathematics and Information Science, Warsaw University of Technology
ul. Koszykowa 75, 00-662 Warsaw, Poland, Room 550 (5th floor)
Emails (pick one – and only one):
marekgagolewski·com (main)
M.Gagolewskimini·pw·edu·pl (academic)
See also:  ResearchGate Google Scholar ORCID
My academic vita:  In English, In Polish

Bio

Researcher in Machine Learning, Data Aggregation, Fusion, and Modeling

  • 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

Oct. 20, 2017Habilitation (D.Sc.) in Computer Science (Data aggregation and analysis);
Systems Research Institute, Polish Academy of Sciences
Dec. 21, 2011Ph.D. in Computer Science (Data aggregation);
Systems Research Institute, Polish Academy of Sciences
June 30, 2008M.Sc. in Computer Science (with honors; AI & computer graphics);
Faculty of Mathematics and Information Science, Warsaw University of Technology
Apr. 2018 –Associate Professor;
Department of Stochastic Methods,
Systems Research Institute, Polish Academy of Sciences
Jan. 2018 –Associate Professor,
Supervisor of the Data Science Curriculum;
Faculty of Mathematics and Information Science, Warsaw University of Technology
Feb. 2012 – Mar. 2018Assistant Professor;
Department of Stochastic Methods,
Systems Research Institute, Polish Academy of Sciences
Apr. 2012 – Dec. 2017Assistant Professor;
Faculty of Mathematics and Information Science, Warsaw University of Technology
Oct. 2008 – Feb. 2012Teaching and Research Assistant;
Faculty of Mathematics and Information Science, Warsaw University of Technology
July 2008 – Jan. 2012Research Assistant;
Department of Stochastic Methods,
Systems Research Institute, Polish Academy of Sciences

Recent News

2019-06-17 new Ph.D.

Jan Lasek's Ph.D. defense

My Ph.D. 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…

2019-03-13 new paper

Should we introduce a dislike button for academic papers?

The abstract of our (by Agnieszka Geras, Grzegorz Siudem, and me) recent paper to be published in Journal of the Association for Information Science and Technology can be found below. Read more…

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