Search results
- 1.0583575 - ÚTIA 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Some Robust Approaches to Reducing the Complexity of Economic Data.
The 17th International Days of Statistics and Economics Conference Proceedings. Praha: Melandrium, 2023 - (Löster, T.; Pavelka, T.), s. 246-255. ISBN 978-80-87990-31-5.
[International Days of Statistics and Economics /17./. Praha (CZ), 07.09.2023-09.09.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : dimensionality reduction * Big Data * variable selection * robustness * sparsity
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2023/SI/kalina-0583575.pdf
Permanent Link: https://hdl.handle.net/11104/0351582 - 2.0581699 - ÚI 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Some Robust Approaches to Reducing the Complexity of Economic Data.
The 17th International Days of Statistics and Economics Conference Proceedings. Praha: Melandrium, 2023 - (Löster, T.; Pavelka, T.), s. 246-255. ISBN 978-80-87990-31-5.
[International Days of Statistics and Economics /17./. Praha (CZ), 07.09.2023-09.09.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : dimensionality reduction * Big Data * variable selection * robustness * sparsity
OECD category: Statistics and probability
https://msed.vse.cz/msed_2023/article/687-Kalina-Jan-paper.pdf
Permanent Link: https://hdl.handle.net/11104/0349888File Download Size Commentary Version Access 0581699-awfin.pdf 2 588.2 KB volně online Publisher’s postprint open-access - 3.0565534 - ÚI 2024 RIV US eng M - Monography Chapter
Kalina, Jan
On Analyzing Complex Data Within Clinical Decision Support Systems.
Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems. Hershey: IGI Global, 2023 - (Connoly, T.; Papadopoulos, P.; Soflano, M.), s. 84-104. ISBN 9781668450925
R&D Projects: GA MZd(CZ) NU21-08-00432
Institutional support: RVO:67985807
Keywords : clinical decision making * deep learning * machine learning * dimensionality reduction * big data
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.4018/978-1-6684-5092-5.ch004
Permanent Link: https://hdl.handle.net/11104/0337060 - 4.0545818 - ÚI 2022 US eng J - Journal Article
Billings, Jacob - Medda, A. - Shakil, S. - Shen, X. - Kashyap, A. - Chen, S. - Abbas, A. - Zhang, X. - Nezafati, M. - Pan, W.J. - Berman, G.J. - Keilholz, S.
Instantaneous brain dynamics mapped to a continuous state space.
Neuroimage. Roč. 162 (2017), s. 344-352. ISSN 1053-8119. E-ISSN 1095-9572
Keywords : functional connectivity * fmri data * frequency * networks * cortex * phase * fMRI * Connectivity dynamics * Functional connectivity * Multiscale systems * Dimensionality reduction
Impact factor: 5.426, year: 2017
Permanent Link: http://hdl.handle.net/11104/0322463 - 5.0535511 - ÚOCHB 2021 RIV GB eng J - Journal Article
Kratochvíl, Miroslav - Hunewald, O. - Heirendt, L. - Verissimo, V. - Vondrášek, Jiří - Satagopam, V. P. - Schneider, R. - Trefois, C. - Ollert, M.
GigaSOM.jl: High-performance clustering and visualization of huge cytometry datasets.
GigaScience. Roč. 9, č. 11 (2020), č. článku giaa127. ISSN 2047-217X. E-ISSN 2047-217X
R&D Projects: GA MŠMT(CZ) LM2018131
Institutional support: RVO:61388963
Keywords : clustering * dimensionality reduction * high-performance computing * Julia * self-organizing maps * single-cell cytometry
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6.524, year: 2020
Method of publishing: Open access
https://doi.org/10.1093/gigascience/giaa127
Permanent Link: http://hdl.handle.net/11104/0313623 - 6.0531735 - ÚOCHB 2021 RIV GB eng J - Journal Article
Kratochvíl, Miroslav - Koladiya, A. - Vondrášek, Jiří
Generalized EmbedSOM on quadtree-structured self-organizing maps.
F1000Research. Roč. 8, May 19 (2020), č. článku 2120. ISSN 2046-1402
R&D Projects: GA MŠMT(CZ) LM2015047
Institutional support: RVO:61388963
Keywords : dimensionality reduction * self-organizing maps * single-cell cytometry
OECD category: Biochemistry and molecular biology
Method of publishing: Open access
https://doi.org/10.12688/f1000research.21642.2
Permanent Link: http://hdl.handle.net/11104/0310357
Research data: FigShare - 7.0531509 - FGÚ 2021 RIV CZ eng J - Journal Article
Klempíř, O. - Krupička, R. - Krůšek, Jan - Dittert, Ivan - Petráková, V. - Petrák, V. - Taylor, Andrew
Application of Spike Sorting Algorithm to Neuronal Signals Originated from Boron Doped Diamond Micro-Electrode Arrays.
Physiological Research. Roč. 69, č. 3 (2020), s. 529-536. ISSN 0862-8408. E-ISSN 1802-9973
R&D Projects: GA ČR(CZ) GA17-15319S
Institutional support: RVO:67985823 ; RVO:68378271
Keywords : microelectrode array * boron doped diamond * spike detection * dimensionality reduction
OECD category: Neurosciences (including psychophysiology; Condensed matter physics (including formerly solid state physics, supercond.) (FZU-D)
Impact factor: 1.881, year: 2020
Method of publishing: Open access
http://www.biomed.cas.cz/physiolres/pdf/2020/69_529.pdf
Permanent Link: http://hdl.handle.net/11104/0310152 - 8.0474076 - ÚTIA 2018 RIV RS eng J - Journal Article
Kalina, Jan
High-dimensional data in economics and their (robust) analysis.
Serbian Journal of Management. Roč. 12, č. 1 (2017), s. 171-183. ISSN 1452-4864
R&D Projects: GA ČR GA17-07384S
Institutional support: RVO:67985556
Keywords : econometrics * high-dimensional data * dimensionality reduction * linear regression * classification analysis * robustness
OECD category: Business and management
http://library.utia.cas.cz/separaty/2017/SI/kalina-0474076.pdf
Permanent Link: http://hdl.handle.net/11104/0271185 - 9.0473577 - ÚI 2018 RIV RS eng J - Journal Article
Kalina, Jan
High-dimensional Data in Economics and their (Robust) Analysis.
Serbian Journal of Management. Roč. 12, č. 1 (2017), s. 171-183. ISSN 1452-4864
R&D Projects: GA ČR GA17-07384S
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : econometrics * high-dimensional data * dimensionality reduction * linear regression * classification analysis * robustness
OECD category: Statistics and probability
Permanent Link: http://hdl.handle.net/11104/0270706 - 10.0473156 - ÚVGZ 2017 RIV GB eng J - Journal Article
Andrew, C. - Heegaard, E. - Halvorsen, R. - Martinez-Pena, F. - Egli, S. - Kirk, P.M. - Baessler, C. - Büntgen, Ulf - Aldea, J. - Hoiland, K. - Boddy, L. - Kauserud, H.
Climate impacts on fungal community and trait dynamics.
Fungal Ecology. Roč. 22, aug (2016), s. 17-25. ISSN 1754-5048. E-ISSN 1878-0083
Institutional support: RVO:67179843
Keywords : nonlinear dimensionality reduction * root-tip communities * ectomycorrhizal fungi * environmental drivers * resource availability * mycorrhizal fungi * fruit bodies * soil * forest * patterns * Community structure * Fungi-forest-climate interactions * Life-history traits * Long-term data * Successional models
Subject RIV: EH - Ecology, Behaviour
Impact factor: 3.219, year: 2016
Permanent Link: http://hdl.handle.net/11104/0270319