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Jan Kalina
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2020 – today
- 2024
- [c19]Jan Kalina, Petra Vidneroá:
On the Bayesian Interpretation of Robust Regression Neural Networks. ICANN (1) 2024: 30-40 - 2023
- [c18]Jan Kalina
, Barbora Pestová:
On the Bayesian Interpretation of Penalized Statistical Estimators. ICAISC (2) 2023: 343-352 - [c17]Jan Kalina, Petra Vidnerová:
Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients. ICANN (9) 2023: 200-212 - 2022
- [j7]Jan Kalina
The minimum weighted covariance determinant estimator for high-dimensional data. Adv. Data Anal. Classif. 16(4): 977-999 (2022) - [j6]Jan Kalina
The minimum weighted covariance determinant estimator revisited. Commun. Stat. Simul. Comput. 51(7): 3888-3900 (2022) - [c16]Petra Vidnerová
Multi-objective Bayesian Optimization for Neural Architecture Search. ICAISC (1) 2022: 144-153 - [c15]Jan Kalina
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data. IJCNN 2022: 1-8 - [c14]Jan Kalina
Sparse Versions of Optimized Centroids. IJCNN 2022: 1-7 - 2021
- [j5]Jan Kalina
Common multivariate estimators of location and scatter capture the symmetry of the underlying distribution. Commun. Stat. Simul. Comput. 50(10): 2845-2857 (2021) - [j4]Jan Kalina
Effective Automatic Method Selection for Nonlinear Regression Modeling. Int. J. Neural Syst. 31(10): 2150020:1-2150020:12 (2021) - [c13]Jan Kalina
A Comparison of Trend Estimators Under Heteroscedasticity. ICAISC (1) 2021: 89-98 - [c12]Jan Kalina
Robustness of Supervised Learning Based on Combined Centroids. ICAISC (2) 2021: 171-182 - [c11]Jirí Tumpach, Jan Kalina, Martin Holena:
A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets. ITAT 2021: 94-103 - 2020
- [c10]Jan Kalina
A Metalearning Study for Robust Nonlinear Regression. EANN 2020: 499-510 - [c9]Jan Kalina
Robust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives. EANN 2020: 546-557
2010 – 2019
- 2019
- [c8]Jan Kalina
Robust Training of Radial Basis Function Neural Networks. ICAISC (1) 2019: 113-124 - 2018
- [j3]Michel Broniatowski, Jana Jurecková, Jan Kalina
Likelihood Ratio Testing under Measurement Errors. Entropy 20(12): 966 (2018) - 2017
- [c7]Jan Kalina, Barbora Pestová:
Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression. ITAT 2017: 78-85 - 2016
- [c6]Jan Kalina, Jaroslav Hlinka:
Highly Robust Classification: A Regularized Approach for Omics Data. BIOINFORMATICS 2016: 17-26 - [c5]Jan Kalina
Implicitly Weighted Robust Classification Applied to Brain Activity Research. BIOSTEC (Selected Papers) 2016: 87-107 - [c4]Jan Kalina, Jana Zvárová:
Perspectives of Information-based Methods in Medicine: An Outlook for Mental Health Care. HEALTHINF 2016: 365-370 - 2015
- [c3]Jan Kalina, Anna Schlenker:
Robust Image Analysis of BeadChip Microarrays. BIOIMAGING 2015: 89-94 - [c2]Jan Kalina, Jurjen Duintjer Tebbens:
Algorithms for Regularized Linear Discriminant Analysis. BIOINFORMATICS 2015: 128-133 - 2014
- [j2]Jan Kalina
Decision Support for Mental Health: Towards the Information-based Psychiatry. Int. J. Comput. Model. Algorithms Medicine 4(2): 53-65 (2014) - 2013
- [c1]Jan Kalina
System for Selecting Relevant Information for Decision Support. EFMI-STC 2013: 83-87 - 2012
- [j1]Jan Kalina
Implicitly Weighted Methods in Robust Image Analysis. J. Math. Imaging Vis. 44(3): 449-462 (2012) - 2011
- [i2]Jan Kalina:
Robust Methods for Image Processing in Anthropology and Biomedicine. ERCIM News 2011(86) (2011) - 2010
- [i1]Jan Kalina:
Robust Image Analysis in the Evaluation of Gene Expression Studies. ERCIM News 2010(82): 52 (2010)
2000 – 2009
- 2006
- [b1]Jan Kalina:
Locating landmarks using templates. University of Duisburg-Essen, Germany, 2006, pp. 1-99
Coauthor Index
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