Search results
- 1.0576563 - ÚTIA 2024 RIV US eng J - Journal Article
Bresciani, M. - Kružík, Martin
A Reduced Model for Plates Arising as Low-Energy Gamma-Limit in Nonlinear Magnetoelasticity.
SIAM Journal on Mathematical Analysis. Roč. 55, č. 4 (2023), s. 3108-3168. ISSN 0036-1410. E-ISSN 1095-7154
R&D Projects: GA MŠMT 8J19AT013; GA MŠMT 8J22AT017; GA ČR(CZ) GF19-29646L
Institutional support: RVO:67985556
Keywords : magnetoelasticity * Eulerian-Lagrangian energies * dimension reduction * Gamma-convergencerate-independent processes * evolutionary Gamma-convergence
OECD category: Pure mathematics
Impact factor: 2, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2023/MTR/kruzik-0576563.pdf https://epubs.siam.org/doi/10.1137/21M1446836
Permanent Link: https://hdl.handle.net/11104/0346493 - 2.0557126 - ÚTIA 2023 RIV CZ eng J - Journal Article
Jozová, Šárka - Uglickich, Evženie - Nagy, Ivan - Likhonina, Raissa
Modeling of discrete questionnaire data with dimension reduction.
Neural Network World. Roč. 32, č. 1 (2022), s. 15-41. ISSN 1210-0552
R&D Projects: GA MŠMT(CZ) 8A19009
Institutional support: RVO:67985556
Keywords : questionnaire data analysis * dimension reduction * binomial mixture * recursive Bayesian mixture estimation * accident severity
OECD category: Statistics and probability
Impact factor: 0.8, year: 2022
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2022/ZS/uglickich-0557126.pdf http://nnw.cz/doi/2022/NNW.2022.32.002.pdf
Permanent Link: http://hdl.handle.net/11104/0331259 - 3.0532169 - ÚI 2021 RIV CZ eng L4 - Software
Kalina, Jan - Schlenker, A.
Minimum Redundancy Maximum Relevance variable selection 1.0.
Internal code: MRMR 1.0 ; 2020
Technical parameters: Kód v softwaru R je samostatně spustitelný, vyžaduje instalaci několika dostupných knihoven (MASS, glmnet, e1071, pamr, rda, rrlda). Spuštění je přímočaré s využitím kódu ze souboru DimReduction.R a s využitím dokumentace v něm uvedené, soubor Classifiers.R obsahuje jen pomocné postupy. Dostupné pod licencí MIT.
Economic parameters: Software provádí robustní regularizovanou verzi známé metody MRMR pro redukci dimenze. Zde jde o dosud první dostupnou implementaci MRMR metody, která je vhodná pro vysoce dimenzionální data kontaminovaná odlehlými hodnotami, zároveň optimálně odhaduje veškeré parametry, a proto výrazně usnadňuje práci uživatelům.
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Redukce dimenze * robustnost * vysoce dimenzionální data * Dimension reduction * robustness * high-dimensional data
OECD category: Statistics and probability
https://github.com/jankalinaUI/Minimum_Regularized_Redundancy_Maximum_Robust_Relevance_Variable_Selection
Permanent Link: http://hdl.handle.net/11104/0310758
Research data: GitHub.com - 4.0519362 - MÚ 2021 RIV GB eng J - Journal Article
Caggio, M. - Donatelli, D. - Nečasová, Šárka - Sun, Y.
Low Mach number limit on thin domains.
Nonlinearity. Roč. 33, č. 2 (2020), s. 840-863. ISSN 0951-7715. E-ISSN 1361-6544
R&D Projects: GA ČR GA16-03230S; GA ČR(CZ) GA19-04243S
Institutional support: RVO:67985840
Keywords : compressible Navier–Stokes system * dimension reduction * low Mach number limit * vanishing viscosity
OECD category: Pure mathematics
Impact factor: 2.129, year: 2020
Method of publishing: Limited access
https://doi.org/10.1088/1361-6544/ab52df
Permanent Link: http://hdl.handle.net/11104/0304355File Download Size Commentary Version Access Necasova.pdf 2 995.5 KB Publisher’s postprint require - 5.0480573 - MÚ 2018 RIV CH eng J - Journal Article
Březina, J. - Kreml, Ondřej - Mácha, Václav
Dimension reduction for the full Navier-Stokes-Fourier system.
Journal of Mathematical Fluid Mechanics. Roč. 19, č. 4 (2017), s. 659-683. ISSN 1422-6928. E-ISSN 1422-6952
R&D Projects: GA ČR GA13-00522S
Institutional support: RVO:67985840
Keywords : Navier–Stokes–Fourier system * dimension reduction * relative entropy
OECD category: Pure mathematics
Impact factor: 1.013, year: 2017
https://link.springer.com/article/10.1007%2Fs00021-016-0301-6
Permanent Link: http://hdl.handle.net/11104/0276321 - 6.0449166 - ÚI 2016 RIV GB eng J - Journal Article
Runge, J. - Petoukhov, V. - Donges, J.F. - Hlinka, Jaroslav - Jajcay, Nikola - Vejmelka, Martin - Hartman, David - Marwan, N. - Paluš, Milan - Kurths, J.
Identifying Causal Gateways and Mediators in Complex Spatio-Temporal Systems.
Nature Communications. Roč. 6, 7 October (2015), č. článku 8502. E-ISSN 2041-1723
R&D Projects: GA ČR(CZ) GA14-02634S; GA ČR GA13-23940S; GA MZd(CZ) NV15-29835A
Grant - others:GA MŠk(CZ) LL1201; AV ČR + DAAD(CZ-DE) DAAD-15-30
Program: Bilaterální spolupráce
Institutional support: RVO:67985807
Keywords : causality * climate * complex systems * dimension reduction * atmospheric dynamics * networks * dynamical systems
Subject RIV: DG - Athmosphere Sciences, Meteorology
Impact factor: 11.329, year: 2015
Permanent Link: http://hdl.handle.net/11104/0250739File Download Size Commentary Version Access a0449166.pdf 25 2.8 MB Publisher’s postprint require - 7.0444502 - ÚTIA 2016 RIV US eng J - Journal Article
Kružík, Martin - Stefanelli, U. - Zanini, Ch.
Quasistatic evolution of magnetoelastic plates via dimension reduction.
Discrete and Continuous Dynamical Systems. Roč. 35, č. 12 (2015), s. 5999-6013. ISSN 1078-0947. E-ISSN 1553-5231
R&D Projects: GA ČR GAP201/10/0357; GA ČR GA14-15264S
Institutional support: RVO:67985556
Keywords : magnetoelasticity * energetic solution * existence * dimension reduction
Subject RIV: BA - General Mathematics
Impact factor: 1.127, year: 2015
http://library.utia.cas.cz/separaty/2015/MTR/kruzik-0444502.pdf
Permanent Link: http://hdl.handle.net/11104/0247497 - 8.0439681 - ÚTIA 2015 RIV DE eng J - Journal Article
Benešová, B. - Kružík, Martin - Pathó, G.
A mesoscopic thermomechanically coupled model for thin-film shape-memory alloys by dimension reduction and scale transition.
Continuum Mechanics and Thermodynamics. Roč. 26, č. 5 (2014), s. 683-713. ISSN 0935-1175. E-ISSN 1432-0959
R&D Projects: GA ČR GAP201/10/0357; GA ČR(CZ) GAP201/12/0671
Grant - others:GA ČR(CZ) GAP105/11/0411
Institutional support: RVO:67985556
Keywords : Dimension reduction problems · * Parametrized measures * Thermomechanics
Subject RIV: BA - General Mathematics
Impact factor: 1.779, year: 2014
http://library.utia.cas.cz/separaty/2014/MTR/kruzik-0439681.pdf
Permanent Link: http://hdl.handle.net/11104/0243107 - 9.0434141 - MÚ 2015 RIV NL eng J - Journal Article
Bella, P. - Feireisl, Eduard - Novotný, A.
Dimension reduction for compressible viscous fluids.
Acta Applicandae Mathematicae. Roč. 134, č. 1 (2014), s. 111-121. ISSN 0167-8019. E-ISSN 1572-9036
R&D Projects: GA ČR GA13-00522S
Institutional support: RVO:67985840
Keywords : compressible Navier-Stokes system * dimension reduction * thin rod
Subject RIV: BA - General Mathematics
Impact factor: 1.047, year: 2014
http://link.springer.com/article/10.1007%2Fs10440-014-9872-5
Permanent Link: http://hdl.handle.net/11104/0238258File Download Size Commentary Version Access Feireisl14.pdf 1 440.9 KB Publisher’s postprint require - 10.0427225 - ÚI 2015 RIV PL eng J - Journal Article
Kalina, Jan
Classification Methods for High-Dimensional Genetic Data.
Biocybernetics and Biomedical Engineering. Roč. 34, č. 1 (2014), s. 10-18. ISSN 0208-5216. E-ISSN 0208-5216
Institutional support: RVO:67985807
Keywords : multivariate statistics * classification analysis * shrinkage estimation * dimension reduction * data mining
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.646, year: 2014
Permanent Link: http://hdl.handle.net/11104/0232822