Search results
- 1.0450068 - ÚEM 2016 RIV GB eng J - Journal Article
Zalel, A. - Yuval, M. - Švecová, Vlasta - Šrám, Radim - Bartoňová, A. - Broday, D. M.
Modeling airborne benzo(a)pyrene concentrations in the Czech Republic.
Atmospheric Environment. Roč. 101, JAN (2015), s. 166-176. ISSN 1352-2310. E-ISSN 1873-2844
Institutional support: RVO:68378041
Keywords : PAHs * B[a]P * Multivariate linear regression * Classification trees * Air pollution monitoring
Subject RIV: FP - Other Medical Disciplines
Impact factor: 3.459, year: 2015
Permanent Link: http://hdl.handle.net/11104/0252858 - 2.0422534 - BÚ 2014 RIV CZ eng J - Journal Article
Kúr, P. - Štech, M. - Koutecký, P. - Trávníček, Pavel
Morphological and cytological variation in Spergularia echinosperma and S. rubra, and notes on potential hybridization of these two species.
Preslia. Roč. 84, č. 4 (2012), s. 905-924. ISSN 0032-7786. E-ISSN 0032-7786
Institutional support: RVO:67985939
Keywords : Spergularia * morphometric analysis * inter-ploidy hybridization * genome size * flow cytometry * discriminant analysis * classification trees * allopolyploidy
Subject RIV: EF - Botanics
Impact factor: 2.833, year: 2012
Permanent Link: http://hdl.handle.net/11104/0228666 - 3.0404579 - UIVT-O 20010184 CZ eng V - Research Report
Savický, Petr - Klaschka, Jan
Optimally Trained Classification Trees and Occam's Razor.
Prague: ICS AS CR, 2001. 33 s. Technical Report, V-855.
R&D Projects: GA ČR GA201/00/1482
Institutional research plan: AV0Z1030915
Keywords : classification trees * recursive partitioning * optimization * dynamic programming * bottom-up algorithms * generalization * Occam's razor
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124824File Download Size Commentary Version Access v855-01.pdf 19 314 KB Other open-access - 4.0403970 - UIVT-O 20000110 RIV DE eng C - Conference Paper (international conference)
Savický, Petr - Klaschka, Jan - Antoch, J.
Optimal Classification Trees.
COMPSTAT Proceedings in Computational Statistics. Heidelberg: PhysicaVerlag, 2000 - (Bethlehem, J.; van der Heijden, P.), s. 427-432. ISBN 3-7908-1326-5.
[COMPSTAT 2000 Symposium /14./. Utrecht (NL), 21.08.2000-25.08.2000]
R&D Projects: GA ČR GA201/00/1482; GA ČR GA201/00/0769
Institutional research plan: AV0Z1030915
Keywords : classification trees * cost-complexity measure * optimal trees * algorithms * bottom-up procedures
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124254 - 5.0390576 - ÚI 2013 RIV NL eng C - Conference Paper (international conference)
Klaschka, Jan
Avoiding overfit by restricted model search in tree-based EEG classification.
Proceedings of the 58th World Statistics Congress 2011. The Hague: International Statistical Institute, 2012, s. 5077-5082. ISBN 978-90-73592-33-9.
[ISI 2011. Session of the International Statistical Institute /58./. Dublin (IE), 21.08.2011-26.08.2011]
R&D Projects: GA MŠMT ME 949
Institutional research plan: CEZ:AV0Z10300504
Keywords : model search * electroencephalography * classification trees and forests * random forests
Subject RIV: BB - Applied Statistics, Operational Research
http://2011.isiproceedings.org/papers/950644.pdf
Permanent Link: http://hdl.handle.net/11104/0219441File Download Size Commentary Version Access a0390576.pdf 0 167.1 KB Publisher’s postprint require 0390576.pdf 1 688.5 KB Author´s preprint open-access - 6.0374195 - ÚI 2012 CZ eng V - Research Report
Robnik-Šikonja, M. - Savický, Petr
Trends in random forests parameters for classification of imbalanced data.
Prague: ICS AS CR, 2012. 11 s. Technical Report, V-1153.
R&D Projects: GA ČR GAP202/10/1333; GA MŠMT(CZ) MEB091008
Institutional research plan: CEZ:AV0Z10300504
Keywords : machine learning * imbalanced data * classification trees * random forests
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0207169File Download Size Commentary Version Access v1153-12.pdf 25 134.5 KB Other open-access - 7.0339931 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Dvořák, Jakub - Savický, Petr
Softening Splits in Decision Trees using Simulated Annealing.
Adaptive and Natural Computing Algorithms. Berlin: Springer, 2007 - (Beliczynski, B.; Dzielinski, A.; Iwanowski, M.; Ribeiro, B.), s. 721-729. Lecture Notes in Computer Science, 4431. ISBN 978-3-540-71589-4.
[ICANNGA'2007 /8./. Warsaw (PL), 11.04.2007-14.04.2007]
R&D Projects: GA ČR(CZ) GD201/05/H014; GA AV ČR 1ET100300517
Institutional research plan: CEZ:AV0Z10300504
Keywords : classification trees * soft splits * simulated annealing
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0183300 - 8.0311419 - ÚI 2009 RIV GR eng C - Conference Paper (international conference)
Coufal, David
Electrodes Selection for Microsleeps Detection by Classification of EEG Spectrograms.
[Výběr elektrod pro detekci mikrospánků na základě klasifikace EEG spektrogramů.]
New Aspects on Computing Research. Athens: WSEAS Press, 2008 - (Cepisca, C.; Kouzaev, G.; Mastorakis, N.), s. 338-343. Recent Advances in Computer Engineering. ISBN 978-960-474-002-4.
[ECC'08. European Computing Conference /2./. Malta (MT), 11.09.2008-13.09.2008]
R&D Projects: GA MDS 1F84B/042/520
Institutional research plan: CEZ:AV0Z10300504
Keywords : microsleep detection * EEG spectrograms * data mining techniques * classification trees
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0163036 - 9.0103340 - UIVT-O 20040081 RIV JP eng C - Conference Paper (international conference)
Coufal, David
The GUHA Method Supported Classification of EEG Data.
[Klasifikace EEG dat pomocí metody GUHA.]
Proceedings of 7th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty. Kobe: University of Marketing and Distribution Sciences, 2004 - (Noguchi, H.; Ishii, H.; Inuiguchi, M.), s. 174-178
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /7./. Awaji (JP), 31.08.2004-02.09.2004]
R&D Projects: GA MŠMT ME 701
Institutional research plan: CEZ:AV0Z1030915
Keywords : micro-sleep * EEG analysis * data mining * classification trees
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0010649 - 10.0088987 - ÚI 2008 RIV CZ eng M - Monography Chapter
Klaschka, Jan
Tree-based Classification Models for Somnolence Detection from EEG Spectra.
[Klasifikační modely založené na stromech pro detekci ospalosti ze spekter EEG.]
Neuroinformatic Databases and Mining of Knowledge of Them. Prague: Czech Technical University, 2007 - (Novák, M.), s. 212-233. Edice monografií NNW, 7. ISBN 978-80-87136-01-0
R&D Projects: GA MŠMT ME 701
Institutional research plan: CEZ:AV0Z10300504
Keywords : classification trees * classification forests * random forests * OOB estimates * EEG classification * somnolence * microsleeps
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0150349