Search results
- 1.0583584 - ÚTIA 2024 RIV PL eng J - Journal Article
Kalina, Jan - Tichavský, J.
On Robust Estimation of Error Variance in (Highly) Robust Regression.
Measurement Science Review. Roč. 20, č. 1 (2020), s. 6-14. ISSN 1335-8871. E-ISSN 1335-8871
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR GA17-07384S
Institutional support: RVO:67985556
Keywords : high robustness * simulation * least weighted squares * variance of errors * outliers * robust regression
OECD category: Statistics and probability
Impact factor: 1.319, year: 2020
Method of publishing: Open access
https://sciendo.com/article/10.2478/msr-2020-0002 http://library.utia.cas.cz/separaty/2020/SI/kalina-0583584.pdf
Permanent Link: https://hdl.handle.net/11104/0351590 - 2.0548683 - ÚI 2022 RIV CZ cze J - Journal Article
Kalina, Jan - Soukup, Lubomír
Bayesovské odhady: přirozený nástroj pro využití apriorní informace.
[Bayesian estimates: tool for processing prior information.]
Informační bulletin České statistické společnosti. Roč. 32, č. 3 (2021), s. 3-15. ISSN 1210-8022
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : Bayesovské odhady * apriorní informace * předchozí měření * regularizace * Bayesian estimation * prior information * previous measurements * regularization
OECD category: Statistics and probability; Statistics and probability (UTIA-B)
Method of publishing: Open access
https://www.statspol.cz/wp-content/uploads/2021/11/IB_3_2021.pdf
Permanent Link: http://hdl.handle.net/11104/0324733File Download Size Commentary Version Access 0548683-afoa.pdf 2 304.2 KB volně online Publisher’s postprint open-access - 3.0546694 - ÚTIA 2023 RIV DE eng J - Journal Article
Kalina, Jan - Tichavský, J.
The minimum weighted covariance determinant estimator for high-dimensional data.
Advances in Data Analysis and Classification. Roč. 16, č. 4 (2022), s. 977-999. ISSN 1862-5347. E-ISSN 1862-5355
R&D Projects: GA ČR GA21-05325S; GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985556
Keywords : High-dimensional data * Regularization * Robust estimation * Implicit weighting * Scatter matrix
OECD category: Pure mathematics
Impact factor: 1.6, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/SI/kalina-0546694.pdf https://link.springer.com/article/10.1007/s11634-021-00471-6
Permanent Link: http://hdl.handle.net/11104/0323102 - 4.0546601 - ÚI 2023 RIV DE eng J - Journal Article
Kalina, Jan - Tichavský, Jan
The minimum weighted covariance determinant estimator for high-dimensional data.
Advances in Data Analysis and Classification. Roč. 16, č. 4 (2022), s. 977-999. ISSN 1862-5347. E-ISSN 1862-5355
R&D Projects: GA ČR GA21-05325S; GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : High-dimensional data * Regularization * Robust estimation * Implicit weighting * Scatter matrix
OECD category: Statistics and probability
Impact factor: 1.6, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1007/s11634-021-00471-6
Permanent Link: http://hdl.handle.net/11104/0323054 - 5.0543168 - ÚI 2022 RIV DE eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Correlations of Random Classifiers on Large Data Sets.
Soft Computing. Roč. 25, č. 19 (2021), s. 12641-12648. ISSN 1432-7643. E-ISSN 1433-7479
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Random classifiers * Optimization of feedforward networks * Binary classification * Concentration of measure * Method of bounded differences
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.732, year: 2021
Method of publishing: Limited access
http://dx.doi.org/10.1007/s00500-021-05938-4
Permanent Link: http://hdl.handle.net/11104/0320443 - 6.0541777 - ÚI 2022 RIV SG eng J - Journal Article
Kalina, Jan - Neoral, Aleš - Vidnerová, Petra
Effective Automatic Method Selection for Nonlinear Regression Modeling.
International Journal of Neural Systems. Roč. 31, č. 10 (2021), č. článku 2150020. ISSN 0129-0657. E-ISSN 1793-6462
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : metalearning * nonlinear regression * robust statistical estimation * feature selection * AutoML
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6.325, year: 2021
Method of publishing: Limited access
http://dx.doi.org/10.1142/S0129065721500209
Permanent Link: http://hdl.handle.net/11104/0319314File Download Size Commentary Version Access 0541777-afin.pdf 6 2.8 MB Publisher’s postprint require - 7.0536423 - ÚI 2023 RIV NL eng J - Journal Article
Šíma, Jiří
Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages.
Neurocomputing. Roč. 493, July 2022 (2022), s. 605-612. ISSN 0925-2312. E-ISSN 1872-8286
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Recurrent neural network * Analog neuron hierarchy * Deterministic context-free language * Chomsky hierarchy
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6, year: 2022
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.neucom.2021.12.107
Permanent Link: http://hdl.handle.net/11104/0314194 - 8.0524679 - ÚI 2021 RIV GB eng J - Journal Article
Cabessa, Jérémie - Tchaptchet, A.
Automata Complete Computation with Hodgkin-Huxley Neural Networks Composed of Synfire Rings.
Neural Networks. Roč. 126, June (2020), s. 312-334. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Neural computation * Recurrent neural networks * Cell assemblies * Synfire rings * Hodgkin–Huxley equations * Finite state automata
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 8.050, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.neunet.2020.03.019
Permanent Link: http://hdl.handle.net/11104/0309005 - 9.0524330 - ÚI 2021 RIV PL eng J - Journal Article
Kalina, Jan - Matonoha, Ctirad
A Sparse Pair-preserving Centroid-based Supervised Learning Method for High-dimensional Biomedical Data or Images.
Biocybernetics and Biomedical Engineering. Roč. 40, č. 2 (2020), s. 774-786. ISSN 0208-5216. E-ISSN 0208-5216
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : supervised learning * high-dimensional data * robustness * sparsity * nonlinear optimization
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.314, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.bbe.2020.03.008
Permanent Link: http://hdl.handle.net/11104/0308691 - 10.0522581 - ÚI 2021 RIV SK eng J - Journal Article
Kalina, Jan - Tichavský, Jan
On Robust Estimation of Error Variance in (Highly) Robust Regression.
Measurement Science Review. Roč. 20, č. 1 (2020), s. 6-14. ISSN 1335-8871. E-ISSN 1335-8871
R&D Projects: GA ČR(CZ) GA19-05704S
Grant - others:GA ČR(CZ) GA17-07384S
Institutional support: RVO:67985807
Keywords : high robustness * robust regression * outliers * variance of errors * least weighted squares * simulation
OECD category: Statistics and probability
Impact factor: 1.319, year: 2020
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0307056File Download Size Commentary Version Access 0522581-afin.pdf 2 1.5 MB volně online Publisher’s postprint open-access