MADAM – Methods for Analysis of Data: Algorithms and Modelling
What We Do

Research interests:
- data aggregation and fusion
- complex networks and agent-based models
- machine learning algorithms
- interdisciplinary modeling (economics, social sciences, sports, etc.)
Grants

Construction and analysis of methods of information resources producers' quality management

New approaches to aggregation operators in analysis and processing of data
Publications
Key works
Recent contributions
Pérez-Fernández R., De Baets B., Gagolewski M., A taxonomy of monotonicity properties for the aggregation of multidimensional data, Information Fusion 52, 2019, pp. 322-334. doi:10.1016/j.inffus.2019.05.006
Gagolewski M., James S., Beliakov G., Supervised learning to aggregate data with the Sugeno integral, IEEE Transactions on Fuzzy Systems 27(4), 2019, pp. 810-815. doi:10.1109/TFUZZ.2019.2895565
Gagolewski M., Bartoszuk M., Cena A., Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm, Information Sciences 363, 2016, pp. 8-23. doi:10.1016/j.ins.2016.05.003
Żogała-Siudem B., Siudem G., Cena A., Gagolewski M., Agent-based model for the h-index – Exact solution, European Physical Journal B 89:21, 2016. doi:10.1140/epjb/e2015-60757-1
Gagolewski M., Spread measures and their relation to aggregation functions, European Journal of Operational Research 241(2), 2015, pp. 469-477. doi:10.1016/j.ejor.2014.08.034
more...
Gagolewski M., James S., Beliakov G., Supervised learning to aggregate data with the Sugeno integral, IEEE Transactions on Fuzzy Systems 27(4), 2019, pp. 810-815. doi:10.1109/TFUZZ.2019.2895565
Lasek J., Gagolewski M., The efficacy of league formats in ranking teams, Statistical Modelling 18(5-6), 2018, pp. 411-435.
Beliakov G., Gagolewski M., James S., Aggregation on ordinal scales with the Sugeno integral for biomedical applications, Information Sciences, 2019, to appear. doi:10.1016/j.ins.2019.06.023
Team

Prof. Marek Gągolewski

Dr. Grzegorz Siudem

Dr. Maciej Bartoszuk

Dr. Anna Cena

dr. Jan Lasek

Barbara Żogała-Siudem

Agnieszka Geras

Have a Project in Mind?
Please get in touch with the head of the group.