Search results
- 1.0573977 - ÚSMH 2024 RIV DE eng J - Journal Article
Tong, Z. - Guan, Q. - Arabameri, A. - Loche, Marco - Scaringi, G.
Application of novel ensemble models to improve landslide susceptibility mapping reliability.
Bulletin of Engineering Geology and the Environment. Roč. 82, č. 8 (2023), č. článku 309. ISSN 1435-9529. E-ISSN 1435-9537
Institutional support: RVO:67985891
Keywords : Landslide susceptibility maps * Landslide inventory * Machine learning * Statistical modeling
OECD category: Geology
Impact factor: 4.2, year: 2022
Method of publishing: Limited access
https://doi.org/10.1007/s10064-023-03328-8
Permanent Link: https://hdl.handle.net/11104/0344476 - 2.0563344 - ÚI 2024 RIV US eng J - Journal Article
Marmolejo-Ramos, F. - Tejo, M. - Brabec, Marek - Kužílek, J. - Joksimovic, S. - Kovanovic, V. - González, J. - Kneib, T. - Bühlmann, P. - Kook, L. - Briseño-Sánchez, G. - Ospina, R.
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics.
Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery. Roč. 13, č. 1 (2023), č. článku e1479. ISSN 1942-4787. E-ISSN 1942-4795
Institutional support: RVO:67985807
Keywords : causal regularization * causality * educational data mining * generalized additive models for location, scale and shape * learning analytics * machine learning * statistical learning * statistical modeling * supervised learning
OECD category: Statistics and probability
Impact factor: 7.8, year: 2022
Method of publishing: Open access
https://dx.doi.org/10.1002/widm.1479
Permanent Link: https://hdl.handle.net/11104/0335333File Download Size Commentary Version Access 0563344-aoaonl.pdf 3 3.6 MB OA CC BY 4.0 Publisher’s postprint open-access - 3.0562359 - ÚI 2023 RIV CH eng J - Journal Article
Vážná, A. - Vignerová, J. - Brabec, Marek - Novák, J. - Procházka, B. - Gabera, A. - Sedlák, P.
Influence of COVID-19-Related Restrictions on the Prevalence of Overweight and Obese Czech Children.
International Journal of Environmental Research and Public Health. Roč. 19, č. 19 (2022), č. článku 11902. ISSN 1661-7827. E-ISSN 1660-4601
Institutional support: RVO:67985807
Keywords : COVID-19 * children * obesity * severe obesity * COVID-19-related-restrictions effect * GAM * semiparametric statistical modeling
OECD category: Statistics and probability
Impact factor: 4.614, year: 2021
Method of publishing: Open access
https://dx.doi.org/10.3390/ijerph191911902
Permanent Link: https://hdl.handle.net/11104/0334703File Download Size Commentary Version Access 0562359-aoa.pdf 4 1.6 MB OA CC BY 4.0 Publisher’s postprint open-access - 4.0510546 - ÚI 2020 RIV CZ cze B - Monography
Brabec, Marek - Pekár, S.
Moderní analýza biologických dat 3. Nelineární modely v prostředí R.
[Modern analysis of biological data 3. Nonlinear models in R.]
Brno: Masarykova univerzita, 2019. 218 s. ISBN 978-80-210-9277-8
Institutional support: RVO:67985807
Keywords : statistické modelování * parametrický nelineární model * semiparametirický model * GAM * penalizovaná regrese * statistical modeling * parametric nonlinear model * semiparametric model * GAM * penalized regression
OECD category: Statistics and probability
Permanent Link: http://hdl.handle.net/11104/0300994 - 5.0460488 - ÚI 2017 RIV IE eng J - Journal Article
Kučerová, K. - Brabec, Marek - Janíčková Žďárská, D. - Kvapil, M. - Brož, J.
Student-Organized Street Screening for Diabetes Mellitus and Metabolic Syndrome: Mere Celebration of World Diabetes Day or Actual Preventive and Diagnostic Step?
Diabetes Research and Clinical Practice. Roč. 118, August (2016), s. 67-68. ISSN 0168-8227. E-ISSN 1872-8227
Institutional support: RVO:67985807
Keywords : diabetes mellitus * screening * analysis of risk factors * statistical modeling
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 3.639, year: 2016
Permanent Link: http://hdl.handle.net/11104/0260553 - 6.0458433 - ÚI 2017 RIV CZ eng B - Monography
Pekár, S. - Brabec, Marek
Modern Analysis of Biological Data. Generalized Linear Models in R.
Brno: Masarykova univerzita, 2016. 226 s. ISBN 978-80-210-8019-5
Institutional support: RVO:67985807
Keywords : GLM * statistical modeling * exponential class * regression for non normal data * iterative least squares
Subject RIV: BB - Applied Statistics, Operational Research
http://aleph.nkp.cz/F/?func=direct&doc_number=002785092&local_base=NKC
Permanent Link: http://hdl.handle.net/11104/0258714 - 7.0455902 - ÚI 2016 RIV US eng J - Journal Article
Brabec, Marek - Badescu, V. - Dumitrescu, A. - Paulescu, M.
A New Point of View on the Relationship Between Global Solar Irradiation and Sunshine Quantifiers.
Solar Energy. Roč. 126, March (2016), s. 252-263. ISSN 0038-092X. E-ISSN 1471-1257
Institutional support: RVO:67985807
Keywords : global solar irradiation * sunshine quantifiers * sunshine number * Angstrom equation * statistical modeling * regression analysis
OECD category: Statistics and probability
Impact factor: 4.018, year: 2016
Permanent Link: http://hdl.handle.net/11104/0256502 - 8.0455769 - ÚI 2016 RIV AT eng J - Journal Article
Brož, J. - Brabec, Marek - Brožová, K. - Cibulková, I. - Janíčková Žďárská, D. - Hartmann, D.
Professional Internet Information Source Used as Educational Resource for Patients with Insulin-Treated Diabetes in the Czech Republic: A 5-Year Analysis of Operations.
Wiener klinische Wochenschrift: the Middle European Journal of Medicine. Roč. 128, č. 3 (2016), s. 153-154. ISSN 0043-5325. E-ISSN 1613-7671
Institutional support: RVO:67985807
Keywords : diabetes * patient web page * statistical modeling
OECD category: Endocrinology and metabolism (including diabetes, hormones)
Impact factor: 0.974, year: 2016
Permanent Link: http://hdl.handle.net/11104/0256387 - 9.0442563 - ÚI 2016 RIV RS eng C - Conference Paper (international conference)
Brabec, Marek - Konár, Ondřej - Kasanický, Ivan - Pelikán, Emil - Malý, Marek
Highway Truck Parking Prediction System and Statistical Modeling Underlying its Development.
Proceedings of the Second International Conference on Traffic and Transport Engineering. Belgrade: City Net Scientific Research Center, 2014 - (Čokorilo, O.), s. 164-170. ISBN 978-86-916153-2-1.
[ICTTE 2014. International Conference on Traffic and Transport Engineering /2./. Belgrade (RS), 27.11.2014-28.11.2014]
R&D Projects: GA TA ČR TA02031411
Institutional support: RVO:67985807
Keywords : highway truck parking * prediction system * dynamical statistical modeling * generalized additive model
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0245366File Download Size Commentary Version Access a0442563.pdf 2 21.6 MB Publisher’s postprint require 0442563.pdf 9 1.1 MB Author´s preprint open-access - 10.0396169 - ÚI 2014 RIV CZ eng M - Monography Chapter
Brabec, Marek - Pelikán, Emil - Konár, Ondřej - Kasanický, Ivan - Juruš, Pavel - Sadil, J. - Blažek, P.
A Statistical Approach to Planning Reserved Electric Power for Railway Infrastructure Administration.
20th Anniversary of the Faculty of Transport Sciences, Czech Technical University in Prague - Selected Papers. Prague: CTU - Faculty of Transportation Sciences, 2013 - (Votruba, Z.; Jeřábek, M.), s. 311-318. ISBN 978-80-01-05320-1
Institutional support: RVO:67985807
Keywords : reserved capacity planning * railway infrastructure * statistical modeling * extremal distribution * customized loss function
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0223991File Download Size Commentary Version Access 0396169.pdf 2 647.8 KB Author´s preprint require