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RNDr. Jan Kalina Ph.D.
Academic staff at Faculty of Mathematics and Physics
33 publications
Publications
publication
Recent trends in machine learning with a focus on applications in finance
2024 |
Faculty of Mathematics and Physics
publication
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data
2022 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
Least Weighted Squares Quantiles Reveal How Competitiveness Contributes to Tourism Performance
2022 |
Faculty of Mathematics and Physics
publication
DECISION MAKING REFLECTING THE FRACTALIZATION OF THE SOCIETY
2022 |
Faculty of Mathematics and Physics
publication
Model choice for regression models with a categorical response
2022 |
Faculty of Mathematics and Physics
publication
The minimum weighted covariance determinant estimator revisited
2022 |
Faculty of Mathematics and Physics
publication
A comparison of regularization techniques for shallow neural networks trained on small datasets
2021 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
Multifractal approaches in econometrics and fractal-inspired robust regression
2021 |
Faculty of Mathematics and Physics
publication
Effective Automatic Method Selection for Nonlinear Regression Modeling
2021 |
Faculty of Mathematics and Physics
publication
Managerial decision support in the post-COVID-19 era: Towards information-based management
2021 |
Faculty of Mathematics and Physics
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