Search results
- 1.0576353 - ÚEB 2024 RIV US eng J - Journal Article
Ningthoujam, S. S. - Nath, R. - Kityania, S. - Mazumder, P. B. - Choudhury, M. D. - Talukdar, A. D. - Nahar, Lutfun - Sarker, S. D.
R software for QSAR analysis in phytopharmacological studies.
Phytochemical Analysis. Roč. 34, č. 7 (2023), s. 709-728. ISSN 0958-0344. E-ISSN 1099-1565
Institutional support: RVO:61389030
Keywords : descriptor * feature selection * mlr * qsar * R software * regression assumption * regression diagnostics
OECD category: Biochemical research methods
Impact factor: 3.3, year: 2022
Method of publishing: Open access
https://doi.org/10.1002/pca.3239
Permanent Link: https://hdl.handle.net/11104/0345922File Download Size Commentary Version Access 2023_Ningthoujam_Phytochemical Analysis_709.pdf 1 3.7 MB Other open-access - 2.0562777 - BC 2023 RIV GB eng J - Journal Article
Flynn, Trevan Coughlin - Rozanov, A. - Ellis, F. - de Clercq, W. - Clarke, C.
Farm-scale digital soil mapping of soil classes in South Africa.
SOUTH AFRICAN JOURNAL OF PLANT AND SOIL. Roč. 39, č. 3 (2022), s. 175-186. ISSN 0257-1862
EU Projects: European Commission(XE) LIFE17 IPE/CZ/000005 - LIFE-IP: N2K Revisited
Institutional support: RVO:60077344
Keywords : digital elevation model * feature selection * conditional Latin hypercube * predictive model * relative efficiency * sample design * spatial prediction
OECD category: Soil science
Impact factor: 0.9, year: 2022
Method of publishing: Limited access
https://www.tandfonline.com/doi/full/10.1080/02571862.2022.2059115
Permanent Link: https://hdl.handle.net/11104/0336920 - 3.0541777 - ÚI 2022 RIV SG eng J - Journal Article
Kalina, Jan - Neoral, Aleš - Vidnerová, Petra
Effective Automatic Method Selection for Nonlinear Regression Modeling.
International Journal of Neural Systems. Roč. 31, č. 10 (2021), č. článku 2150020. ISSN 0129-0657. E-ISSN 1793-6462
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : metalearning * nonlinear regression * robust statistical estimation * feature selection * AutoML
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6.325, year: 2021
Method of publishing: Limited access
http://dx.doi.org/10.1142/S0129065721500209
Permanent Link: http://hdl.handle.net/11104/0319314File Download Size Commentary Version Access 0541777-afin.pdf 6 2.8 MB Publisher’s postprint require - 4.0522404 - ÚI 2021 RIV GB eng J - Journal Article
Kopp, M. - Pevný, T. - Holeňa, Martin
Anomaly explanation with random forests.
Expert Systems With Applications. Roč. 149, 1 July (2020), č. článku 113187. ISSN 0957-4174. E-ISSN 1873-6793
R&D Projects: GA ČR GA17-01251S
Grant - others:GA ČR(CZ) GA18-21409S
Program: GA
Institutional support: RVO:67985807
Keywords : Anomaly detection * Anomaly explanation * Classification rules * Feature selection * Random forests
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6.954, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.eswa.2020.113187
Permanent Link: http://hdl.handle.net/11104/0306903 - 5.0505412 - ÚI 2020 GB eng J - Journal Article
Bemš, J. - Starý, O. - Macas, M. - Žegklitz, Jan - Pošík, P.
Innovative default prediction approach.
Expert Systems With Applications. Roč. 42, 17-18 (2015), s. 6277-6285. ISSN 0957-4174. E-ISSN 1873-6793
Keywords : bankruptcy prediction * corporate bankruptcy * feature-selection * financial ratios * algorithm * Magic * Square * Default * Prediction * Scoring
Impact factor: 2.981, year: 2015
Permanent Link: http://hdl.handle.net/11104/0296919 - 6.0495091 - ÚPT 2019 RIV GB eng J - Journal Article
Smíšek, Radovan - Hejč, J. - Ronzhina, M. - Němcová, A. - Maršánová, L. - Kolářová, J. - Smítal, L. - Vítek, M.
Multi-stage SVM approach for cardiac arrhythmias detection in short single-lead ECG recorded by a wearable device.
Physiological Measurement. Roč. 39, č. 9 (2018), č. článku 094003. ISSN 0967-3334. E-ISSN 1361-6579
Institutional support: RVO:68081731
Keywords : ECG * atrial fibrillation * beat classification * feature selection * SVM * genetic algorithm * SNR estimation
OECD category: Medical engineering
Impact factor: 2.246, year: 2018
Permanent Link: http://hdl.handle.net/11104/0288111 - 7.0484897 - ÚI 2018 US eng C - Conference Paper (international conference)
Bukovský, P. - Štěpánová, K. - Vavrečka, Michal - Lhotská, L.
Differences in EEG between gifted and average gifted adolescents: Mental rotation task.
2015 International Workshop on Computational Intelligence for Multimedia Understanding. New York, NY,: IEEE, 2015, č. článku 7347071. ISBN 978-1-4673-8457-5.
[IWCIM 2015 International Workshop on Computational Intelligence for Multimedia Understanding. Praha (CZ), 29.10.2015-30.10.2015]
Keywords : EEG * feature classification * feature selection * mental rotation
Permanent Link: http://hdl.handle.net/11104/0280019 - 8.0476980 - ÚTIA 2018 RIV CH eng C - Conference Paper (international conference)
Zita, Aleš - Flusser, Jan - Suk, Tomáš - Kotera, Jan
Feature Selection on Affine Moment Invariants in Relation to Known Dependencies.
Computer Analysis of Images and Patterns : 17th International Conference, CAIP 2017. Cham: Springer, 2017 - (Felsberg, M.; Heyden, A.; Krüger, N.), s. 285-295. Lecture Notes in Computer Science, LNCS 10425. ISBN 978-3-319-64698-5.
[International Conference on Computer Analysis of Images and Patterns (CAIP 2017) /17./. Ystad (SE), 22.08.2017-24.08.2017]
R&D Projects: GA ČR GA15-16928S
Grant - others:GA UK(CZ) 1094216
Institutional support: RVO:67985556
Keywords : Affine invariants * Image moments * Feature selection * Machine learning * Pattern recognition
OECD category: Automation and control systems
http://library.utia.cas.cz/separaty/2017/ZOI/zita-0476980.pdf
Permanent Link: http://hdl.handle.net/11104/0273427 - 9.0447072 - ÚTIA 2016 RIV DE eng C - Conference Paper (international conference)
Filip, Jiří - Somol, Petr
Materials Classification using Sparse Gray-Scale Bidirectional Reflectance Measurements.
Computer Analysis of Images and Patterns - CAIP 2015. Vol. I. Switzerland: Springer International Publishing, 2015 - (Azzopardi, G.; Petkov, N.), s. 289-299. Lecture Notes in Computer Science, 9256. ISBN 978-3-319-23192-1. ISSN 0302-9743.
[16th International Conference on Computer Analysis of Images and Patterns. Valletta (MT), 02.09.2015-04.09.2015]
R&D Projects: GA ČR(CZ) GA14-02652S; GA ČR(CZ) GA14-10911S
Institutional support: RVO:67985556
Keywords : BRDF * material * classification * feature selection
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2015/RO/filip-0447072.pdf
Permanent Link: http://hdl.handle.net/11104/0249084 - 10.0432430 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
Pevný, T. - Kopp, Martin
Explaining Anomalies with Sapling Random Forests.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 71-78. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA ČR(CZ) GPP103/12/P514
Institutional support: RVO:67985807
Keywords : anomaly explanation * decision trees * feature selection * random forest
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0236783File Download Size Commentary Version Access 0432430.pdf 25 102.8 KB Publisher’s postprint open-access