0447845 - ÚI 2016 RIV NL eng C - Proceedings Paper (International conf.)
Petrík, Milan - Sarkoci, P.
Lukasiewicz-like Triangular Subnorms.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology. Paris: Atlantis Press, 2015 - (Alonso, J.; Bustince, H.; Reformat, M.), s. 1100-1105. Advances in Intelligent Systems Research, 89. ISBN 978-1-5108-0807-2.
[IFSA - EUSFLAT 2015. World Congress of the International Fuzzy Systems Association /16./, Conference of the European Society for Fuzzy Logic and Technology /9./. Gijón (ES), 30.06.2015-03.07.2015]
R&D Projects: GA ČR GJ15-07724Y
VEGA(SK) 2/0059/12
Institutional Support: RVO:67985807
Keywords: positively cancellative * commutative semigroup * triangular subnorm * weakly cancellative
Subject RIV: BA - General Mathematics
Permanent link: http://hdl.handle.net/11104/0249617

Citation, Review▾
Citation:
MESIAROVA-ZEMANKOVA, A. Continuous additive generators of continuous, conditionally cancellative triangular subnorms. INFORMATION SCIENCES. ISSN 0020-0255, APR 20 2016, vol. 339, p. 53-63.
VARSHNEY, K.R. - ALEMZADEH, H. On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products. BIG DATA. ISSN 2167-6461, SEP 2017, vol. 5, no. 3, p. 246-255.

0449741 - ÚI 2016 RIV CZ eng C - Proceedings Paper (International conf.)
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
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/11104/0251206

0444128 - ÚI 2016 RIV CZ eng C - Proceedings Paper (International conf.)
Lukšan, Ladislav - Vlček, Jan
Nonlinear Conjugate Gradient Methods.
Programs and algorithms of numerical mathematics 17. Proceedings of seminar. Praha: Matematický ústav AV ČR, v.v.i, 2015 - (Chleboun, J.; Přikryl, P.; Segeth, K.; Šístek, J.; Vejchodský, T.), s. 130-135. ISBN 978-80-85823-64-6.
[Programs and Algorithms of Numerical Mathematics /17./. Dolní Maxov (CZ), 08.06.2014-13.06.2014]
Institutional Support: RVO:67985807
Keywords: minimization * nonlinear conjugate gradient methods * comparison of methods * efficiency of methods
Subject RIV: BA - General Mathematics
http://dml.cz/handle/10338.dmlcz/702674
Permanent link: http://hdl.handle.net/11104/0246706

0444130 - ÚI 2016 RIV CZ eng C - Proceedings Paper (International conf.)
Papáček, Š. - Jablonský, J. - Matonoha, Ctirad
On Two Methods for the Parameter Estimation Problem with Spatio-Temporal FRAP Data.
Programs and algorithms of numerical mathematics 17. Proceedings of seminar. Praha: Matematický ústav AV ČR, v.v.i, 2015 - (Chleboun, J.; Přikryl, P.; Segeth, K.; Šístek, J.; Vejchodský, T.), s. 163-168. ISBN 978-80-85823-64-6.
[Programs and Algorithms of Numerical Mathematics /17./. Dolní Maxov (CZ), 08.06.2014-13.06.2014]
GA MŠk(CZ) ED2.1.00/01.0024; GA MŠk(CZ) LO1205; GA MŠk(CZ) EE2.3.30.0006
Institutional Support: RVO:67985807
Keywords: parameter estimation * fluorescence recovery after photobleaching * diffusion equation * Moullineaux method * Fisher information matrix * sensitivity analysis * confidence intervals * uncertainty quantification
Subject RIV: BA - General Mathematics
http://dml.cz/handle/10338.dmlcz/702679
Permanent link: http://hdl.handle.net/11104/0246708

0456834 - ÚI 2016 RIV CZ eng C - Proceedings Paper (International conf.)
Nedoma, Jiří
Dynamic Contact Problems in Bone Neoplasm Analyses and the Primal-Dual Active Set (PDAS) Method.
Applications of Mathematics 2015. Prague: Institute of Mathematics CAS, 2015 - (Brandts, J.; Korotov, S.; Křížek, M.; Segeth, K.; Šístek, J.; Vejchodský, T.), s. 158-183. ISBN 978-80-85823-65-3.
[Applications of Mathematics 2015. Prague (CZ), 18.11.2015-21.11.2015]
Institutional Support: RVO:67985807
Keywords: dynamic contact problems * mathematical models of neoplasms - tumors and cysts * Coulomb and Tresca frictions * variational formulation * semi-implicit scheme * FEM * mortar approximation * PDAS algorithm
Subject RIV: BA - General Mathematics
http://am2015.math.cas.cz/proceedings/contributions/nedoma.pdf
Permanent link: http://hdl.handle.net/11104/0257300

0457696 - ÚI 2016 RIV ES eng C - Proceedings Paper (International conf.)
Papáček, Š. - Macdonald, B. - Matonoha, Ctirad
Closed-form Formulae vs. PDE Based Numerical Solution for FRAP Data Processing: Theoretical and Practical Comparison.
Modelling for Engineering and Human Behaviour 2015. Valencia: Universitat Politecnica de Valencia, 2015 - (Jódar, L.; Acedo, L.; Cortés, J.; Torregrosa, J.), s. 359-364. ISBN 978-84-608-5355-8.
[Mathematical Modelling for Engineering and Human Behaviour 2015. Valencia (ES), 09.09.2015-11.09.2015]
GA MŠk(CZ) ED2.1.00/01.0024; GA MŠk(CZ) LO1205
Institutional Support: RVO:67985807
Keywords: fluorescence recovery after photobleaching (FRAP) * parameter estimation * sensitivity analysis * partial differential equation (PDE)
Subject RIV: BA - General Mathematics
Permanent link: http://hdl.handle.net/11104/0258070

0458347 - ÚI 2017 RIV SK eng C - Proceedings Paper (International conf.)
Hnětynková, Iveta - Kubínová, Marie - Plešinger, Martin
Notes on Performance of Bidiagonalization-Based Noise Level Estimator in Image Deblurring.
Algoritmy 2016. Bratislava: Slovak University of Technology, 2016 - (Handlovičová, A.; Ševčovič, D.), s. 333-342. ISBN 978-80-227-4544-4.
[ALGORITMY 2016. Conference on Scientific Computing /20./. Vysoké Tatry - Podbanské (SK), 13.03.2016-18.03.2016]
R&D Projects: GA ČR GA13-06684S
Institutional Support: RVO:67985807
Keywords: image deblurring * linear ill-posed problem * noise * noise level estimate * Golub-Kahan iterative bidiagonalization
Subject RIV: BA - General Mathematics
Permanent link: http://hdl.handle.net/11104/0258613

Citation, Review▾
Citation:
XIE, P.P. - XIANG, H. - WEI, Y.M. Randomized algorithms for total least squares problems. NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS. ISSN 1070-5325, JAN 2019, vol. 26, no. 1.

0469507 - ÚI 2017 RIV US eng C - Proceedings Paper (International conf.)
Vidnerová, Petra - Neruda, Roman
Evolutionary Generation of Adversarial Examples for Deep and Shallow Machine Learning Models.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, Data Science 2016. New York: ACM, 2016, č. článku 43. ISBN 978-1-4503-4129-5.
[MISCN 2016. Multidisciplinary International Social Networks Conference on SocialInformatics /3./. New Yersey (US), 15.08.2016-17.08.2016]
R&D Projects: GA ČR GA15-19877S
Institutional Support: RVO:67985807
Keywords: supervised learning * neural networks * search methodologies
Subject RIV: IN - Informatics, Computer Science
Permanent link: http://hdl.handle.net/11104/0267290

0472668 - ÚI 2017 NL eng C - Proceedings Paper (International conf.)
Douša, J. - Krč, Pavel - Eliaš, M. - Eben, Kryštof - Resler, Jaroslav
NWM Forecast Monitoring with Near Real-Time GNSS Products.
5th International Colloquium Scientific and Fundamental Aspects of the Galileo Programme. Noordwijk: ESA, 2015.
[International Colloquium Scientific and Fundamental Aspects of the Galileo Programme /5./. Braunschweig (DE), 27.10.2015-29.10.2015]
GA ČR GAP209/12/2207; GA MŠk LD14102
Institutional Support: RVO:67985807
Keywords: GNSS * troposphere * positioning * numerical weather prediction
Subject RIV: DG - Athmosphere Science, Meteorology
http://esaconferencebureau.com/2015-events/15a08/introduction
Permanent link: http://hdl.handle.net/11104/0269904

0482816 - ÚI 2018 SE eng C - Proceedings Paper (International conf.)
Turčičová, M. - Mandel, J. - Eben, Kryštof
Stability of the Spectral EnKF under nested covariance estimators.
Proceedings of the 20th European Young Statisticians Meeting. Uppsala Universitet, 2017 - (Wiklund, T.), s. 137-142
[European Young Statisticians Meeting /20./. Uppsala (SE), 14.08.2017-18.08.2017]
Institutional Support: RVO:67985807
Keywords: nested covariance model * maximum likelihood * error of EnKF
Turčičová, M.
Permanent link: http://hdl.handle.net/11104/0278215

0484133 - ÚI 2018 RIV ES eng C - Proceedings Paper (International conf.)
Peštová, Barbora - Pešta, M.
Change Point Detection in Autoregression Without Variability Estimation.
Proceedings of the International work-conference on Time Series 2017. Granada: Godel Editorial, 2017 - (Valenzuela, O.; Rojas, F.; Pomares, H.; Rojas, I.), s. 674-685. ISBN 978-84-17293-01-7.
[ITISE 2017. International Work-Conference on Time Series. Granada (ES), 18.09.2017-20.09.2017]
R&D Projects: GA ČR(CZ) GBP402/12/G097
Institutional Support: RVO:67985807
Keywords: change point * structural change * change in autoregression * hypothesis testing * ratio type statistic * variance estimation free test
Subject RIV: BA - General Mathematics
Obor OECD: Pure mathematics
Permanent link: http://hdl.handle.net/11104/0279300

0484478 - ÚI 2019 RIV CH eng C - Proceedings Paper (International conf.)
Paluš, Milan
Linked by Dynamics: Wavelet-Based Mutual Information Rate as a Connectivity Measure and Scale-Specific Networks.
Advances in Nonlinear Geosciences. Cham: Springer, 2018 - (Tsonis, A.), s. 427-463. Aegean Conferences. ISBN 978-3-319-58894-0.
[30 Years of Nonlinear Dynamics. Rhodes (GR), 03.07.2016-08.07.2016]
R&D Projects: GA MŠk LH14001; GA ČR GCP103/11/J068
Institutional Support: RVO:67985807
Keywords: complex networks * dynamical systems * entropy rate * mutual information rate * wavelet transform * climate networks * scale-specific networks
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0279647

Citation, Review▾
Citation:
AGARWAL, A. - CAESAR, L. - MARWAN, N. - MAHESWARAN, R. - MERZ, B. - KURTHS, J. Network-based identification and characterization of teleconnections on different scales. SCIENTIFIC REPORTS. ISSN 2045-2322, JUN 19 2019, vol. 9.
SCHULTE, J.A. Statistical hypothesis testing in wavelet analysis: theoretical developments and applications to Indian rainfall. NONLINEAR PROCESSES IN GEOPHYSICS. ISSN 1023-5809, JUN 14 2019, vol. 26, no. 2, p. 91-108.
EKHTIARI, N. - AGARWAL, A. - MARWAN, N. - DONNER, R.V. Disentangling the multi-scale effects of sea-surface temperatures on global precipitation: A coupled networks approach. CHAOS. ISSN 1054-1500, JUN 2019, vol. 29, no. 6.
DORI, N. - PIEDRAHITA, P. - LOUZOUN, Y. Two stage approach to functional network reconstruction for binary time-series. EUROPEAN PHYSICAL JOURNAL B. ISSN 1434-6028, FEB 2019, vol. 92, no. 2.
MAO, X.G. - SHANG, P.J. - WANG, J. - MA, Y. Characterizing time series by extended complexity-entropy curves based on Tsallis, Renyi, and power spectral entropy. CHAOS. ISSN 1054-1500, NOV 2018, vol. 28, no. 11.
AGARWAL, A. - MARWAN, N. - MAHESWARAN, R. - MERZ, B. - KURTHS, J. Quantifying the roles of single stations within homogeneous regions using complex network analysis. JOURNAL OF HYDROLOGY. ISSN 0022-1694, AUG 2018, vol. 563, p. 802-810.

0508606 - ÚI 2020 RIV NL eng C - Proceedings Paper (International conf.)
Baldi, Paolo - Cintula, Petr - Noguera, Carles
Translating Classical Probability Logics into Modal Fuzzy Logics.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). Amsterdam: Atlantis Press, 2019 - (Štěpnička, M.), s. 342-349. Atlantis Studies in Uncertainty Modelling. ISBN 978-94-6252-770-6. ISSN 2589-6644.
[EUSFLAT 2019. Conference of the European Society for Fuzzy Logic and Technology /11./. Praha (CZ), 09.09.2019-13.09.2019]
R&D Projects: GA ČR GA17-04630S
Institutional Support: RVO:67985807 ; RVO:67985556
Keywords: Mathematical Fuzzy Logic * Logics of uncertainty * Lukasiewicz logic * Probability logics * Two-layered modal logics
Subject RIV: IN - Informatics, Computer Science; BA - General Mathematics
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8); Pure mathematics (UTIA-B)
https://download.atlantis-press.com/article/125914819.pdf
Permanent link: http://hdl.handle.net/11104/0299464

0509648 - ÚI 2020 RIV CZ eng C - Proceedings Paper (International conf.)
Kalina, Jan - Vidnerová, Petra
Implicitly weighted robust estimation of quantiles in linear regression.
Conference Proceedings. 37th International Conference on Mathematical Methods in Economics 2019. České Budějovice: University of South Bohemia in České Budějovice, Faculty of Economics, 2019 - (Houda, M.; Remeš, R.), s. 25-30. ISBN 978-80-7394-760-6.
[MME 2019: International Conference on Mathematical Methods in Economics /37./. České Budějovice (CZ), 11.09.2019-13.09.2019]
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional Support: RVO:67985807
Keywords: regression quantiles * robust regression * outliers * leverage points
Subject RIV: BB - Applied Statistics, Operational Research
Obor OECD: Statistics and probability
https://mme2019.ef.jcu.cz/files/conference_proceedings.pdf
Permanent link: http://hdl.handle.net/11104/0300322

0497292 - ÚI 2019 RIV CZ eng C - Proceedings Paper (International conf.)
Peštová, Barbora - Kalina, Jan
Robust Metalearning: Comparing Robust Regression Using A Robust Prediction Error.
The 12th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2018 - (Löster, T.; Pavelka, T.), s. 1367-1376. ISBN 978-80-87990-14-8.
[International Days of Statistics and Economics /12./. Prague (CZ), 06.09.2018-08.09.2018]
R&D Projects: GA ČR GA17-01251S
Institutional Support: RVO:67985807
Keywords: metalearning * robust regression * outliers * robust prediction error
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://msed.vse.cz/msed_2018/article/13-Pestova-Barbora-paper.pdf
Permanent link: http://hdl.handle.net/11104/0289877

0492065 - ÚI 2019 CA eng C - Proceedings Paper (International conf.)
Krčál, Marek - Švec, O. - Jašek, O. - Bálek, M.
Deep Convolutional Malware Classifiers Can Learn from Raw Executables and Labels Only.
ICLR 2018 Workshop Track. Vancouver, 2018.
[ICLR 2018: International Conference on Learning Representations /6./. Vancouver (CA), 30.04.2018-03.05.2018]
Institutional Support: RVO:67985807
Keywords: malware detection * convolutional networks * end-to-end learning
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://openreview.net/forum?id=HkHrmM1PM
Permanent link: http://hdl.handle.net/11104/0285636

Citation, Review▾
Citation:
VINAYAKUMAR, R. - SOMAN, K.P. DeepMalNet: Evaluating shallow and deep networks for static PE malware detection. ICT EXPRESS. ISSN 2405-9595, DEC 2018, vol. 4, no. 4, p. 255-258.
GO, W. - LEE, D. Toward Trustworthy Deep Learning in Security. PROCEEDINGS OF THE 2018 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY (CCS'18). 2018, p. 2219-2221.

0493805 - ÚI 2019 RIV CZ eng C - Proceedings Paper (International conf.)
Kalina, Jan - Pitra, Zbyněk
How to down-weight observations in robust regression: A metalearning study.
Mathematical Methods in Economics 2018. Conference Proceedings. Prague: MatfyzPress, 2018 - (Váchová, L.; Kratochvíl, V.), s. 204-209. ISBN 978-80-7378-371-6.
[MME 2018. International Conference Mathematical Methods in Economics /36./. Jindřichův Hradec (CZ), 12.09.2018-14.09.2018]
R&D Projects: GA ČR GA17-07384S; GA ČR GA17-01251S
Institutional Support: RVO:67985807
Keywords: metalearning * robust statistics * linear regression * outliers
Subject RIV: BB - Applied Statistics, Operational Research
Obor OECD: Statistics and probability
Permanent link: http://hdl.handle.net/11104/0287108

0505255 - ÚI 2020 RIV SK cze C - Proceedings Paper (International conf.)
Wiedermann, Jiří
Inteligentní infrastruktury: požehnání, nebo prokletí?
[Intelligent Infrastructures - a Blessing or a Curse?]
Kognícia a umelý život 2019. Bratislava: Univerzita Komenského v Bratislave, 2019 - (Farkaš, I.; Takáč, M.; Gergeľ, P.; Tomko, M.), s. 137-140. ISBN 978-80-223-4720-4.
[Kognícia a umelý život 2019. Bratislava (SK), 29.05.2019-31.05.2019]
AV ČR(CZ) StrategieAV21/1
StrategieAV
Institutional Support: RVO:67985807
Keywords: intelligent infrastructures * internet of things * preferential systems * recommendation systems * credit systems * intelligent markets
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0296737

0475084 - ÚI 2018 RIV CZ eng C - Proceedings Paper (International conf.)
Kalina, Jan - Peštová, Barbora
Exact Inference In Robust Econometrics under Heteroscedasticity.
The 11th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2017 - (Löster, T.; Pavelka, T.), s. 636-645. ISBN 978-80-87990-12-4.
[International Days of Statistics and Economics /11./. Prague (CZ), 14.09.2017-16.09.2017]
R&D Projects: GA ČR GA17-07384S
Institutional Support: RVO:67985807
Keywords: heteroscedasticity * robust statistics * regression * diagnostic tools * economic data
Subject RIV: BB - Applied Statistics, Operational Research
Obor OECD: Statistics and probability
https://msed.vse.cz/msed_2017/article/6-Kalina-Jan-paper.pdf
Permanent link: http://hdl.handle.net/11104/0271960

0475613 - ÚI 2018 RIV SK cze C - Proceedings Paper (International conf.)
Wiedermann, Jiří
Nový pohled na výpočty a umělá inteligence.
[A new view of computations and artificial intelligence.]
Kognícia a umelý život 2017. Bratislava: Univerzita Komenského, 2017 - (Farkaš, I.; Takáč, M.; Rybár, J.; Gergeľ, P.), s. 190-193. ISBN 978-80-223-4346-6.
[Kognícia a umelý život /17./. Trenčianske Teplice (SK), 31.05.2017-02.06.2017]
GA ČR(CZ) GA15-04960S; AV ČR(CZ) StrategieAV21/1
StrategieAV
Institutional Support: RVO:67985807
Keywords: computations * knowledge theory * cognitive functions * accountability * self-awareness * introspection * knowledge understanding * free will * creativity
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0272286

0476437 - ÚI 2018 RIV CZ eng C - Proceedings Paper (International conf.)
Vlček, Jan - Lukšan, Ladislav
A Generalized Limited-Memory BNS Method Based on the Block BFGS Update.
Programs and algorithms of numerical mathematics 18. Prague: Institute of Mathematics CAS, 2017 - (Chleboun, J.; Kůs, P.; Přikryl, P.; Segeth, K.; Šístek, J.; Vejchodský, T.), s. 164-171. ISBN 978-80-85823-67-7.
[Programs and Algorithms of Numerical Mathematics /18./. Janov nad Nisou (CZ), 19.06.2016-24.06.2016]
R&D Projects: GA ČR GA13-06684S
Institutional Support: RVO:67985807
Keywords: unconstrained minimization * block variable metric methods * limited-memory methods * the BFGS update * global convergence * numerical results
Subject RIV: BA - General Mathematics
Obor OECD: Applied mathematics
http://dml.cz/handle/10338.dmlcz/703010
Permanent link: http://hdl.handle.net/11104/0272937

0477257 - ÚI 2018 RIV AT eng C - Proceedings Paper (International conf.)
Wiedermann, Jiří - van Leeuwen, J.
Non-Classical Turing Machines: Extending the Notion of Computation.
Ninth Workshop on Non-Classical Models of Automata and Applications. Wien: Österreichische Computer Gesellschaft, 2017 - (Freund, R.; Mráz, F.; Průša, D.), s. 29-40. ISBN 978-3-903035-18-8.
[NCMA 2017. Workshop on Non-Classical Models of Automata and Applications /9./. Prague (CZ), 17.08.2017-18.08.2017]
GA ČR(CZ) GA15-04960S
Institutional Support: RVO:67985807
Keywords: Turing machines * interaction * evolution * non-uniformity * interactive Turing machines with advice * red-green Turing machines * relativistic Turing machines
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0273640

Citation, Review▾
Citation:
NAGY, B. - VALYI, S. An Extension of Interval-Valued Computing Equivalent to Red-Green Turing Machines. MACHINES, COMPUTATIONS, AND UNIVERSALITY, MCU 2018. ISSN 0302-9743, 2018, vol. 10881, p. 137-152.

0477859 - ÚI 2018 RIV CH eng C - Proceedings Paper (International conf.)
Brabec, Marek - Krč, Pavel - Eben, Kryštof - Pelikán, Emil
Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling.
Advances in Time Series Analysis and Forecasting. Cham: Springer, 2017 - (Rojas, I.; Pomares, H.; Valenzuela, O.), s. 361-373. Contributions to Statistics. ISBN 978-3-319-55788-5. ISSN 1431-1968.
[ITISE 2016. International Work-Conference on Time Series. Granada (ES), 27.06.2016-29.06.2016]
R&D Projects: GA ČR GA13-34856S
Institutional Support: RVO:67985807
Keywords: semiparametric modeling * GAM * wind speed forecasting * numerical weather prediction mode * measurement network
Subject RIV: BB - Applied Statistics, Operational Research
Obor OECD: Statistics and probability
Permanent link: http://hdl.handle.net/11104/0274077

0519370 - ÚI 2020 RIV US eng C - Proceedings Paper (International conf.)
Pešková, K. - Neruda, Roman
Hyperparameters search methods for machine learning linear workflows.
18th IEEE International Conference on Machine Learning and Applications ICMLA 2019. Proceedings. Piscataway: IEEE, 2019, s. 1205-1210. ISBN 978-1-7281-4550-1.
[ICMLA 2019: IEEE International Conference on Machine Learning and Applications /18./. Boca Raton (US), 16.12.2019-19.12.2019]
R&D Projects: GA ČR(CZ) GA18-23827S
Institutional Support: RVO:67985807
Keywords: hyperparameters optimization * machine learning workflows * data preprocessing
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0304362

0506360 - ÚI 2020 RIV CH eng C - Proceedings Paper (International conf.)
Kalina, Jan - Vidnerová, Petra
Robust Training of Radial Basis Function Neural Networks.
Artificial Intelligence and Soft Computing. Proceedings, Part I. Cham: Springer, 2019 - (Rutkowski, L.; Scherer, R.; Korytkowski, M.; Pedrycz, W.; Tadeusiewicz, R.; Zurada, J.), s. 113-124. Lecture Notes in Computer Science, 11508. ISBN 978-3-030-20911-7. ISSN 0302-9743.
[ICAISC 2019: International Conference on Artificial Intelligence and Soft Computing /18./. Zakopane (PL), 16.06.2019-20.06.2019]
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional Support: RVO:67985807
Keywords: Machine learning * Outliers * Robustness * Subset selection * Anomaly detection
Subject RIV: IN - Informatics, Computer Science
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent link: http://hdl.handle.net/11104/0297617