Michal Cerný

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Linear Programming

Total Least Squares

Quadratic Optimization Problems

Top Venues

Central Eur. J. Oper. Res.

IEEE Trans. Cybern.

Publications

Miroslav Rada, Michal Cerný, Ondrej Sokol
The NP-hard problem of computing the maximal sample variance over interval data is solvable in almost linear time with a high probability. Comput. Complex. 33 (2) (2024)
Vladimír Holý, Michal Cerný
Bertram's pairs trading strategy with bounded risk. Central Eur. J. Oper. Res. 30 (2) (2022)
Natálie Soldátková, Michal Cerný
Microfinance in Sub-Saharan Africa: social efficiency, financial efficiency and institutional factors. Central Eur. J. Oper. Res. 30 (2) (2022)
Katerina Jochecová, Michal Cerný, Zdenek Stachon, Hana Svedová, Natálie Kácová, Jirí Chmelík, Vojtech Bruza, Ondrej Kvarda, Pavel Ugwitz, Alzbeta Sasinková, Nicola Catherine Fortová, Cenek Sasinka
Geography Education in a Collaborative Virtual Environment: A Qualitative Study on Geography Teachers. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Josef Jablonský, Michal Cerný, James J. Pekar
The last dozen of years of OR research in Czechia and Slovakia. Central Eur. J. Oper. Res. 30 (2) (2022)
Milan Hladík, Michal Cerný, Miroslav Rada
A new polynomially solvable class of quadratic optimization problems with box constraints. Optim. Lett. 15 (6) (2021)
Michal Cerný, Miroslav Rada, Ondrej Sokol
Rank Estimators for Robust Regression: Approximate Algorithms, Exact Algorithms and Two-Stage Methods. IUKM (2020)
Michal Cerný, Ondrej Sokol, Miroslav Rada
The algorithm by Ferson et al. is surprisingly fast: An NP-hard optimization problem solvable in almost linear time with high probability. CoRR (2019)
Michal Cerný
Narrow big data in a stream: Computational limitations and regression. Inf. Sci. 486 (2019)
Michal Cerný, Vladik Kreinovich
How Accurately Can We Determine the Coefficients: Case of Interval Uncertainty. IFSA/NAFIPS (2019)
Michal Cerný, Tomás Cipra, Radek Hendrych, Ondrej Sokol, Miroslav Rada
A Note on Partial Identification of Regression Parameters in Regression with Interval-Valued Dependent Variable. WEA (1) (2018)
Miroslav Rada, Michal Cerný
A New Algorithm for Enumeration of Cells of Hyperplane Arrangements and a Comparison with Avis and Fukuda's Reverse Search. SIAM J. Discret. Math. 32 (1) (2018)
Tomás Cipra, Radek Hendrych, Michal Cerný
Robust Kalman Filter for High-Frequency Financial Data. WEA (1) (2018)
Michal Cerný, Milan Hladík
Possibilistic linear regression with fuzzy data: Tolerance approach with prior information. Fuzzy Sets Syst. 340 (2018)
Vladimír Holý, Ondrej Sokol, Michal Cerný
Clustering retail products based on customer behaviour. Appl. Soft Comput. 60 (2017)
Milan Hladík, Michal Cerný
The Shape of the Optimal Value of a Fuzzy Linear Programming Problem. NAFIPS (2017)
Michal Cerný, Milan Hladík
Inverse optimization: towards the optimal parameter set of inverse LP with interval coefficients. Central Eur. J. Oper. Res. 24 (3) (2016)
Jaroslav Horácek, Milan Hladík, Michal Cerný
Interval Linear Algebra and Computational Complexity. CoRR (2016)
Amin Mostafaee, Milan Hladík, Michal Cerný
Inverse linear programming with interval coefficients. J. Comput. Appl. Math. 292 (2016)
Milan Hladík, Michal Cerný
Total Least Squares and Chebyshev Norm. ICCS (2015)
Michal Cerný, Milan Hladík
The complexity of computation and approximation of the t-ratio over one-dimensional interval data. Comput. Stat. Data Anal. 80 (2014)
Milan Hladík, Michal Cerný
Tolerance Approach to Possibilistic Nonlinear Regression With Interval Data. IEEE Trans. Cybern. 44 (12) (2014)
Michal Cerný, Jaromír Antoch, Milan Hladík
On the possibilistic approach to linear regression models involving uncertain, indeterminate or interval data. Inf. Sci. 244 (2013)
Michal Cerný
Goffin's algorithm for zonotopes. Kybernetika 48 (5) (2012)
Michal Cerný, Milan Hladík
-optimality in experimental design. Comput. Optim. Appl. 51 (3) (2012)
Milan Hladík, Michal Cerný
Interval regression by tolerance analysis approach. Fuzzy Sets Syst. 193 (2012)
Michal Cerný, Miroslav Rada
Polynomial Time Construction of Ellipsoidal Approximations of Zonotopes Given by Generator Descriptions. TAMC (2012)
Michal Cerný
Binary segmentation and Bonferroni-type bounds. Kybernetika 47 (1) (2011)