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- 1.0467762 - 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 - 2.0462922 - ÚI 2017 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
Some Robust Distances for Multivariate Data.
Proceedings of the 34th International Conference Mathematical Methods in Economics MME 2016. Liberec: Technical University, 2016 - (Kocourek, A.; Vavroušek, M.), s. 365-370. ISBN 978-80-7494-296-9.
[MME 2016. International Conference Mathematical Methods in Economics /34./. Liberec (CZ), 06.09.2016-09.09.2016]
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : multivariate data * distance measures * regularization * robustness * high dimension
Subject RIV: BB - Applied Statistics, Operational Research
http://mme2016.tul.cz/conferenceproceedings/mme2016_conference_proceedings.pdf#page=377
Permanent Link: http://hdl.handle.net/11104/0262275File Download Size Commentary Version Access a0462922.pdf 4 2.2 MB Publisher’s postprint require - 3.0449741 - ÚI 2016 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Some Robust Estimation Tools for Multivariate Models.
The 9th International Days of Statistics and Economics Conference Proceedings. Praha: VŠE, 2015 - (Löster, T.; Pavelka, T.), s. 713-722. ISBN 978-80-87990-06-3.
[International Days of Statistics and Economics /9./. Prague (CZ), 10.09.2015-12.09.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : robust data mining * high-dimensional data * cluster analysis * outliers
Subject RIV: BB - Applied Statistics, Operational Research
http://msed.vse.cz/msed_2015/article/7-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0251206File Download Size Commentary Version Access a0449741.pdf 0 537.9 KB Publisher’s postprint require - 4.0438100 - ÚI 2015 RIV HU eng C - Conference Paper (international conference)
Kalina, Jan - Schlenker, A. - Kutílek, P.
Highly Robust Analysis of Keystroke Dynamics Measurements.
SAMI 2015. Budapest: IEEE Hungary Section, 2015, s. 133-138. ISBN 978-1-4799-8220-2.
[SAMI 2015. International Symposium on Applied Machine Intelligence and Informatics /13./. Herl'any (SK), 22.01.2015-24.01.2015]
Grant - others:GA ČR(CZ) GA13-01930S; CESNET Development Fund(CZ) 494/2013; SVV(CZ) 260034
Institutional support: RVO:67985807
Keywords : robust classification * regularization * keystroke dynamics
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0241581File Download Size Commentary Version Access a0438100.pdf 0 455.8 KB Publisher’s postprint require - 5.0431648 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Vlčková, Katarína
Robust Regularized Cluster Analysis for High-Dimensional Data.
Proceedings of 32nd International Conference Mathematical Methods in Economics MME 2014. Olomouc: Palacký University, 2014 - (Talašová, J.; Stoklasa, J.; Talášek, T.), s. 378-383. ISBN 978-80-244-4209-9.
[MME 2014. International Conference Mathematical Methods in Economics /32./. Olomouc (CZ), 10.09.2014-12.09.2014]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : cluster analysis * robust data mining * big data * regularization
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0236247File Download Size Commentary Version Access a0431648.pdf 0 107 KB Publisher’s postprint require 0431648.pdf 7 1.3 MB Author´s preprint open-access - 6.0397797 - ÚI 2014 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Autocorrelated residuals of robust regression.
The 7th International Days of Statistics and Economics. Slaný: Melandrium, 2013 - (Löster, T.; Pavelka, T.), s. 551-560. ISBN 978-80-86175-87-4.
[International Days of Statistics and Economics /7./. Prague (CZ), 19.09.2013-21.09.2013]
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : linear regression * robust statistics * diagnostics * autocorrelation
Subject RIV: BB - Applied Statistics, Operational Research
http://msed.vse.cz/files/2013/1-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0225427File Download Size Commentary Version Access a0397797.pdf 0 208.2 KB Publisher’s postprint require - 7.0397462 - ÚI 2014 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Robustness Aspects of Knowledge Discovery.
Datakon a Znalosti 2013. Part II. Ostrava: VŠB - Technická univerzita, 2013 - (Pokorný, J.; Šaloun, P.; Paralič, J.; Horváth, T.), s. 34-43. ISBN 978-80-248-3189-3.
[Znalosti 2013. Ostrava (CZ), 13.10.2013-15.10.2013]
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : machine learning * outliers * neural networks * robust estimation
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0225084