Advancing Knowledge in Decision Sciences
Email: velorex@utia.cas.cz
Phone: 266052046
Research interests: Uncertainty theories, Decision-making, Applications, Managerial decisioning, Probabilistic methods in AI, Data mining,
Publications:
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Education
2013-2014, PostDoc position, Concordia University, Montréal, Canada
- Working on: De Bruin-Erdös theorem for metric spaces, random numbers generation
- Supervisor: Vašek Chvátal
2012, PhD, Mathematical Engineering, Czech Technical University
- Thesis title: Compositional models: solution of an equivalence problem
- Supervisor: Radim Jiroušek
Employment history
- 2005-present, ÚTIA, Czech Academy of Sciences
- 2013-2014, Concordia University, Montréal, Canada
- 2006-2023, Faculty of Management, University of Economics, Prague
- 2003-2005, Software 602, a.s.
Software
- MUDIM - R package to support work with probabilistic compositional models (joint work with R. Jiroušek)
- Criterion to Recognize Extreme Supermodular Games (joint work with M. Studený)
- Criterion for Extremity of Exact and Supermodular Games (joint work with M. Studený)
- Criterion to Recognize Extreme Exact Games (joint work with M. Studený)
- Catalogue of Min-balanced set Systems up to |N| = 5 (joint work with M. Studený)
- Catalogue of Permutational Types of Indecomposable Min-semi-balanced set Systems (joint work with M. Studený)
(Co)organizing conferences
- ECSQARU 2021
- PGM2018
- ParaoptXI
- IGAIA IV
- WUPES workshop series
- Belief'16
- Czech Japan Seminars 2013, 2018, 2024
Program committee member
- UAI conference series (since 2016)
- International Conference on Belief Functions (BELIEF) series (since 2018)
- PGM2018, PGM2022, PGM2024
- WUPES workshop series
- Czech-Japanese Seminars series
Special Issues Co-Editor
- Kybernetika, Special issue dedicated to selected papers from WUPES 2012
- IJAR, Special issue dedicated to selected papers from WUPES 2015
- IJAR, Special issue dedicated to selected papers from BELIEF 2016
- IJGS, Special issue dedicated to selected papers from WUPES 2018
- IJAR, Special issue dedicated to selected papers from WUPES 2022
Scientific societies member
- SIPTA - The Society for Imprecise Probabilities: Theories and Applications
- BFAS - The Belief Functions and Applications Society
Research team member
- Efficiency of Carbon Reduction Policies (GACR 21-07494S)
- Managerial Decisions: Rationality of Paradoxical Behavior (GACR GA19-06569S)
- Conditional independence structures: methods of polyhedral geometry (GA19-04579S)
- Verb Class Analysis Accelerator for Low-Resource Languages - RoboCorp (GA20-18407)
- Compositional models for data mining (MOST-18-04)
- Conditional independence structures: combinatorial and optimization methods (GA16-12010S)
Other activities
- reviewer of 4 international journals
- guest editor of Kybernetika, IJAR
- editor of several conference proceedings
Award
- Best Paper Award at the 2021 IEEE ICTE - Leading Digital Transformation in Business and Society