Search results
- 1.0560295 - ÚI 2023 RIV US eng J - Journal Article
Jiřina, Marcel - Krayem, S.
The Distance Function Optimization for the Near Neighbors-Based Classifiers.
ACM Transactions on Knowledge Discovery from Data. Roč. 16, č. 6 (2022), č. článku 101. ISSN 1556-4681. E-ISSN 1556-472X
R&D Projects: GA MŠk(CZ) LM2018113
Institutional support: RVO:67985807
Keywords : Near neighbors * classification * distance function * metric
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.600, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1145/3434769
Permanent Link: https://hdl.handle.net/11104/0333274 - 2.0531334 - ÚI 2021 RIV US eng J - Journal Article
Jiřina, Marcel
Bounds on Complexity when Sorting Reals.
International Journal of Circuits, Systems and Signal Processing. Roč. 14, July (2020), s. 276-281. ISSN 1998-4464
R&D Projects: GA MŠk LM2015068
Institutional support: RVO:67985807
Keywords : Linear time * Sorting reals * Time complexity
OECD category: Statistics and probability
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0310011File Download Size Commentary Version Access 0531334-aoa.pdf 6 905.7 KB OA CC BY 4.0 Publisher’s postprint open-access - 3.0504430 - ÚI 2020 RIV US eng J - Journal Article
Stehlík, M. - Núñez Soza, L. - Fabián, Zdeněk - Jiřina, Marcel - Jordanova, P. - Arancibia, S. C. - Kiselák, J.
On Ecological Aspects of Dynamics for Zero Slope Regression for Water Pollution in Chile.
Stochastic Analysis and Applications. Roč. 37, č. 4 (2019), s. 574-601. ISSN 0736-2994. E-ISSN 1532-9356
R&D Projects: GA MŠk(CZ) EF16_013/0001787
Institutional support: RVO:67985807
Keywords : robust regression * score regression * non-normal distribution of residuals * boron * arsenic
OECD category: Statistics and probability
Impact factor: 1.035, year: 2019
Method of publishing: Limited access
http://dx.doi.org/10.1080/07362994.2019.1592692
Permanent Link: http://hdl.handle.net/11104/0296064 - 4.0480210 - ÚI 2024 DE eng J - Journal Article
Jiřina, Marcel - Krayem, S.
The crossing phenomenon and power of the 1-NN rule.
Advances in Data Analysis and Classification. -, accepted after minor revisions 2020 (2023). ISSN 1862-5347. E-ISSN 1862-5355
R&D Projects: GA MŠk(CZ) LG15047
Institutional support: RVO:67985807
Keywords : kNN rule * multivariate data * classification * distance * nearest neighbor * distribution mapping function
Impact factor: 1.600, year: 2022
Permanent Link: http://hdl.handle.net/11104/0276079 - 5.0452650 - UIVT-O 920040 CS1 cze J - Journal Article
Jiřina, Marcel
Elektricky programovatelná logická síť.
Slaboproudý obzor /Electronic and Informatic Horizon/. Roč. 52, č. 5 (1991), s. 125-129. ISSN 0037-668X
Permanent Link: http://hdl.handle.net/11104/0253585 - 6.0421992 - ÚI 2014 RIV CZ eng J - Journal Article
Jiřina, Marcel - Jiřina jr., M.
GMDH Method with Genetic Selection Algorithm and Cloning.
Neural Network World. Roč. 23, č. 5 (2013), s. 451-464. ISSN 1210-0552
Institutional support: RVO:67985807
Keywords : multivariate data * GMDH * linear regression * Gauss-Markov conditions * cloning * genetic selection * classification
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.412, year: 2013
Permanent Link: http://hdl.handle.net/11104/0228224File Download Size Commentary Version Access 0421992.pdf 8 825.7 KB Author´s preprint open-access - 7.0421968 - ÚI 2015 RIV US eng J - Journal Article
Jiřina, Marcel - Jiřina jr., M.
Correlation Dimension-Based Classifier.
IEEE Transactions on Cybernetics. Roč. 44, č. 12 (2014), s. 2253-2263. ISSN 2168-2267. E-ISSN 2168-2275
R&D Projects: GA MŠk(CZ) LG12020
Institutional support: RVO:67985807
Keywords : classifier * multidimensional data * correlation dimension * scaling exponent * polynomial expansion
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 3.469, year: 2014
Permanent Link: http://hdl.handle.net/11104/0228199File Download Size Commentary Version Access 0421968.pdf 1 1.6 MB Author´s preprint require - 8.0420987 - ÚI 2014 RIV US eng J - Journal Article
Jiřina, Marcel
Near Neighbor Distribution in Sets of Fractal Nature.
International Journal of Computer Information Systems and Industrial Management Applications. Roč. 5, č. 1 (2013), s. 159-166. ISSN 2150-7988
R&D Projects: GA MŠk(CZ) LG12020
Institutional support: RVO:67985807
Keywords : nearest neighbor * fractal set * multifractal * Erlang distribution
Subject RIV: BB - Applied Statistics, Operational Research
http://www.mirlabs.org/ijcisim/regular_papers_2013/Paper91.pdf
Permanent Link: http://hdl.handle.net/11104/0227434 - 9.0420984 - ÚI 2016 RIV US eng J - Journal Article
Jiřina, Marcel - Jiřina jr., M.
Classification Using the Zipfian Kernel.
Journal of Classification. Roč. 32, č. 2 (2015), s. 305-326. ISSN 0176-4268. E-ISSN 1432-1343
R&D Projects: GA TA ČR TA01010490
Institutional support: RVO:67985807
Keywords : kernel machine * Zipfian kernel * multivariate data * correlation dimension * harmonic series * classification
Subject RIV: JC - Computer Hardware ; Software
Impact factor: 1.147, year: 2015
Permanent Link: http://hdl.handle.net/11104/0227432File Download Size Commentary Version Access 0420984.pdf 11 1.4 MB Author´s preprint require - 10.0405524 - UIVT-O 330902 RIV US eng J - Journal Article
Jiřina, Marcel - Jiřina jr., M.
Boundary Effects in Multivariate Data.
[Okrajový jev u mnohorozměrných dat.]
GESTS International Transactions on Computer Science and Engineering. Roč. 11, č. 1 (2005), s. 85-94. ISSN 1738-6438
R&D Projects: GA MŠk 1M0567
Institutional research plan: CEZ:MSM6840770012
Keywords : boundary effects * multivariate data * distribution mapping exponent
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125682File Download Size Commentary Version Access 0405524.pdf 0 768.8 KB Author´s preprint open-access