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- 1.0474072 - ÚI 2018 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Hlinka, Jaroslav
On Coupling Robust Estimation with Regularization for High-Dimensional Data.
Data Science. Innovative Developments in Data Analysis and Clustering. Cham: Springer, 2017 - (Palumbo, F.; Montanari, A.; Vichi, M.), s. 15-27. Studies in Classification, Data Analysis, and Knowledge Organization. ISBN 978-3-319-55722-9. ISSN 1431-8814.
[IFCS 2015. Bologna (IT), 05.07.2015-08.07.2015]
R&D Projects: GA ČR GA13-23940S
Grant - others:GA MŠk(CZ) ED2.1.00/03.0078; Nadační fond na podporu vědy(CZ) Neuron
Institutional support: RVO:67985807
Keywords : classification * outliers * robustness * sparsity * brain activity
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0271250File Download Size Commentary Version Access a0474072.pdf 2 192.7 KB Publisher’s postprint require - 2.0473143 - ÚI 2018 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Hlinka, Jaroslav
Implicitly Weighted Robust Classification Applied to Brain Activity Research.
Biomedical Engineering Systems and Technologies. Cham: Springer, 2017 - (Fred, A.; Gamboa, H.), s. 87-107. Communications in Computer and Information Science, 690. ISBN 978-3-319-54716-9. ISSN 1865-0929.
[BIOSTEC 2016 International Joint Conference /9./. Rome (IT), 21.02.2016-23.02.2016]
R&D Projects: GA ČR GA13-23940S
Grant - others:GA MŠk(CZ) LO1611; Nadační fond na podporu vědy(CZ) Neuron
Institutional support: RVO:67985807
Keywords : high-dimensional data * classification analysis * robustness * outliers * regularization
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0270309File Download Size Commentary Version Access a0473143.pdf 2 315.9 KB Publisher’s postprint require - 3.0467762 - ÚI 2017 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Diagnostics for Robust Regression: Linear Versus Nonlinear Model.
The 10th International Days of Statistics and Economics Conference Proceedings. Slaný: MELANDRIUM, 2016 - (Löster, T.; Pavelka, T.), s. 781-790. ISBN 978-80-87990-10-0.
[International Days of Statistics and Economics /10./. Prague (CZ), 14.12.2016-16.12.2016]
Grant - others:GA ČR(CZ) GA13-01930S; Nadační fond na podporu vědy(CZ) Neuron
Institutional support: RVO:67985807
Keywords : robust estimation * outliers * diagnostic tools * nonlinear regression * residuals
Subject RIV: BB - Applied Statistics, Operational Research
https://msed.vse.cz/msed_2016/article/3-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0265798File Download Size Commentary Version Access a0467762.pdf 1 537.2 KB Publisher’s postprint require - 4.0457042 - ÚI 2016 RIV PT eng C - Conference Paper (international conference)
Kalina, Jan - Zvárová, Jana
Perspectives of Information-based Methods in Medicine: An Outlook for Mental Health Care.
BIOSTEC 2016 - HEALTHINF. Vol. 5. Lisbon: Scitepress, 2016, s. 365-370. ISBN 978-989-758-170-0.
[HEALTHINF 2016. International Conference on Health Informatics /9./. Rome (IT), 21.02.2016-23.02.2016]
Grant - others:Nadační fond na podporu vědy(CZ) Neuron
Institutional support: RVO:67985807
Keywords : information-based medicine * psychiatry * telemedicine * molecular genetics * cognitive neuroscience
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0257483File Download Size Commentary Version Access a0457042.pdf 0 2.6 MB Publisher’s postprint require - 5.0431671 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Vlčková, Katarína
Highly Robust Estimation of the Autocorrelation Coefficient.
The 8th International Days of Statistics and Economics. Slaný: Melandrium, 2014 - (Löster, T.; Pavelka, T.), s. 588-597. ISBN 978-80-87990-02-5.
[International Days of Statistics and Economics /8./. Prague (CZ), 11.09.2014-13.09.2014]
Grant - others:Nadační fond na opdporu vědy(CZ) Neuron
Institutional support: RVO:67985807
Keywords : time series * autoregressive process * linear regression * robust econometrics
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0236256File Download Size Commentary Version Access a0431671.pdf 0 409.3 KB Publisher’s postprint require