Search results
- 1.0447829 - ÚI 2016 RIV US eng J - Journal Article
Holeňa, Martin - Bajer, L. - Ščavnický, M.
Using Copulas in Data Mining Based on the Observational Calculus.
IEEE Transactions on Knowledge and Data Engineering. Roč. 27, č. 10 (2015), s. 2851-2864. ISSN 1041-4347. E-ISSN 1558-2191
R&D Projects: GA ČR GA13-17187S
Grant - others:SLU(CZ) SGS/21/2014
Institutional support: RVO:67985807
Keywords : data mining * observational calculus * generalized quantifiers * joint probability distribution * copulas * hierarchical Archimedean copulas
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.476, year: 2015
Permanent Link: http://hdl.handle.net/11104/0249603File Download Size Commentary Version Access a0447829.pdf 8 668.1 KB Publisher’s postprint require - 2.0444728 - ÚI 2016 RIV RS eng J - Journal Article
Kalina, Jan - Rensová, D.
How to Reduce Dimensionality of Data: Robustness Point of View.
Serbian Journal of Management. Roč. 10, č. 1 (2015), s. 131-140. ISSN 1452-4864
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : data analysis * dimensionality reduction * robust statistics * principal component analysis * robust classification analysis
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0247235 - 3.0444727 - ÚI 2016 RIV US eng J - Journal Article
Kalina, Jan - Schlenker, Anna
A Robust Supervised Variable Selection for Noisy High-Dimensional Data.
BioMed Research International. Roč. 2015 (2015), č. článku 320385. ISSN 2314-6133. E-ISSN 2314-6141
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : dimensionality reduction * variable selection * robustness
Subject RIV: BA - General Mathematics
Impact factor: 2.134, year: 2015
Permanent Link: http://hdl.handle.net/11104/0247234 - 4.0442868 - ÚI 2016 RIV NL eng J - Journal Article
Štefka, D. - Holeňa, Martin
Dynamic Classifier Aggregation using Interaction-Sensitive Fuzzy Measures.
Fuzzy Sets and Systems. Roč. 270, 1 July (2015), s. 25-52. ISSN 0165-0114. E-ISSN 1872-6801
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : Fuzzy integral * Fuzzy measure * Dynamic classifier aggregation
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.098, year: 2015
Permanent Link: http://hdl.handle.net/11104/0245683File Download Size Commentary Version Access a0442868.pdf 5 548.2 KB Publisher’s postprint require - 5.0442862 - ÚI 2016 RIV NL eng J - Journal Article
Górecki, J. - Hofert, M. - Holeňa, Martin
An Approach to Structure Determination and Estimation of Hierarchical Archimedean Copulas and its Application to Bayesian Classification.
Journal of Intelligent Information Systems. Roč. 46, č. 1 (2016), s. 21-59. ISSN 0925-9902. E-ISSN 1573-7675
R&D Projects: GA ČR GA13-17187S
Grant - others:Slezská univerzita v Opavě(CZ) SGS/21/2014
Institutional support: RVO:67985807
Keywords : Copula * Hierarchical archimedean copula * Copula estimation * Structure determination * Kendall’s tau * Bayesian classification
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 1.294, year: 2016
Permanent Link: http://hdl.handle.net/11104/0245680 - 6.0442773 - ÚI 2016 CH eng J - Journal Article
Hlinka, Jaroslav - Hadrava, Michal
On the Danger of Detecting Network States in White Noise.
Frontiers in Computational Neuroscience. Roč. 9, 12 February (2015), č. článku 11. E-ISSN 1662-5188
R&D Projects: GA ČR GA13-23940S; GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : EEG * microstates * networks * dynamics * resting-state * nonstationary connectivity * stationarity * white noise
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.653, year: 2015
Permanent Link: http://hdl.handle.net/11104/0245609File Download Size Commentary Version Access a0442773.pdf 15 3.5 MB Publisher’s postprint require - 7.0435055 - ÚI 2015 RIV US eng J - Journal Article
Vejmelka, Martin - Pokorná, Lucie - Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Paluš, Milan
Non-Random Correlation Structures and Dimensionality Reduction in Multivariate Climate Data.
Climate Dynamics. Roč. 44, 9-10 (2015), s. 2663-2682. ISSN 0930-7575. E-ISSN 1432-0894
R&D Projects: GA ČR GCP103/11/J068; GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : climate dynamics * sea level pressure * surface air temperature * principal component analysis * Varimax Complex networks * modes of variability
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 4.708, year: 2015
Permanent Link: http://hdl.handle.net/11104/0239434File Download Size Commentary Version Access a0435055.pdf 14 18.3 MB Publisher’s postprint require - 8.0423771 - ÚI 2014 RIV CZ eng J - Journal Article
Štefka, D. - Holeňa, Martin
Performance of classification confidence measures in dynamic classifier systems.
Neural Network World. Roč. 23, č. 4 (2013), s. 299-319. ISSN 1210-0552
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : classifier combining * dynamic classifier systems * classification confidence
Subject RIV: IN - Informatics, Computer Science
Impact factor: 0.412, year: 2013
Permanent Link: http://hdl.handle.net/11104/0229862