Search results
- 1.0449349 - ÚI 2016 RIV CZ eng L4 - Software
Jiřina, Marcel
FRF - Friendly Random Forest.
Internal code: FRF ; 2015
Technical parameters: program v jazyce Fortran; je navržen tak, že po překladu může být spuštěn jak v prostředí Windows tak v prostředí Linux
Economic parameters: umožňuje efektivní klasifikaci mnohodimensionálních dat
R&D Projects: GA MŠMT(CZ) LG15047
Institutional support: RVO:67985807
Keywords : Random Forest * multivariate data * probability density estimation * classification
Subject RIV: JC - Computer Hardware ; Software
http://uivty.cs.cas.cz/Private/Marcel/FRFpackage.zip
Permanent Link: http://hdl.handle.net/11104/0250925 - 2.0449344 - ÚI 2016 RIV CZ eng L4 - Software
Jiřina, Marcel
IINC - Package.
Internal code: IINC-Package ; 2015
Technical parameters: program v jazyce C++; je navržen tak, že po překladu může být spuštěn jak v prostředí Windows tak v prostředí Linux
Economic parameters: umožňuje efektivní klasifikaci mnohodimensionálních dat
R&D Projects: GA MŠMT(CZ) LG15047
Institutional support: RVO:67985807
Keywords : IINC * multivariate data * correlation dimension * probability density estimation * harmonic series * classification
Subject RIV: JC - Computer Hardware ; Software
http://uivty.cs.cas.cz/Private/Marcel/IINC-package.zip
Permanent Link: http://hdl.handle.net/11104/0250921 - 3.0447825 - ÚI 2016 RIV CZ eng L4 - Software
Jiřina, Marcel
IINC - Classifier Based on Inverted Indexes of Neighbors.
Internal code: IINC-Excel ; 2015
Technical parameters: program v jazyce maker (VBA) tabulkového procesoru MS Excel
Economic parameters: zjednodušuje práci s klasifikátorem IINC
R&D Projects: GA MŠMT(CZ) LG15047
Institutional support: RVO:67985807
Keywords : IINC * multivariate data * correlation dimension * probability density estimation * harmonic series * classification
Subject RIV: JC - Computer Hardware ; Software
http://uivty.cs.cas.cz/Private/Marcel/IINC-Excel.zip
Permanent Link: http://hdl.handle.net/11104/0249624 - 4.0375796 - ÚI 2013 RIV US eng J - Journal Article
Jiřina, Marcel - Jiřina jr., M.
Utilization of Singularity Exponent in Nearest Neighbor Based Classifier.
Journal of Classification. Roč. 30, č. 1 (2013), s. 3-29. ISSN 0176-4268. E-ISSN 1432-1343
Grant - others:Czech Technical University(CZ) CZ68407700
Institutional support: RVO:67985807
Keywords : multivariate data * probability density estimation * classification * probability distribution mapping function * probability density mapping function * power approximation
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.571, year: 2013
Permanent Link: http://hdl.handle.net/11104/0208364 - 5.0370806 - ÚI 2012 RIV CZ eng L4 - Software
Jiřina, Marcel - Jiřina jr., M.
Classifier Based on Inverted Indexes of Neighbors, ver. 01.00.
Internal code: IINC ver. 01.00 ; 2011
Technical parameters: Výkonné (exe) moduly pro Windows a Linux, návody k použití a zkušební příklady - viz. Jiřina, Marcel ; Jiřina jr., M. Classifier Based on Inverted Indexes of Neighbors. Prague : ICS AS CR, 2008. 11+26 s. (TR V-1034 and V-1041).
Economic parameters: Zcela nová metoda klasifikace mnohorozměrných (multivariate) dat do dvou a více tříd spolu s odhadem pravděpodobnosti příslušnosti k třídě.
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : multivariate data * correlation dimension * correlation integral * decomposition * probability density estimation * harmonic series * classification
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0204499 - 6.0322271 - ÚI 2009 SIGLE CZ eng V - Research Report
Jiřina, Marcel - Jiřina jr., M.
Classifier Based on Inverted Indexes of Neighbors II. Theory and Appendix.
[Klasifikátor založený na inverzních hodnotách indexů II. teorie a příloha.]
Prague: ICS AS CR, 2008. 26 s. Technical Report, V-1041.
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : multivariate data * correlation dimension * correlation integral * decomposition * probability density estimation * harmonic series * classification
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0170585File Download Size Commentary Version Access v1041-08.pdf 15 219.6 KB Other open-access - 7.0322270 - ÚI 2009 SIGLE CZ eng V - Research Report
Jiřina, Marcel - Jiřina jr., M.
Classifier Based on Inverted Indexes of Neighbors.
[Klasifikátor založený na inverzních hodnotách indexů.]
Prague: ICS AS CR, 2008. 11 s. Technical Report, V-1034.
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : multivariate data * correlation dimension * correlation integral * decomposition * probability density estimation * harmonic series * classification
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0170584File Download Size Commentary Version Access v1034-08.pdf 16 382.4 KB Other open-access - 8.0311335 - ÚI 2009 RIV DE eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Correlation Integral Decomposition for Classification.
[Rozklad korelačního integrálu pro klasifikaci.]
Artificial Neural Networks - ICANN 2008. Vol. Part II. Berlin: Springer, 2008 - (Kůrková, V.; Neruda, R.; Koutník, J.), s. 62-71. Lecture Notes in Computer Science, 5164. ISBN 978-3-540-87558-1.
[ICANN 2008. International Conference on Artificial Neural Networks /18./. Prague (CZ), 03.09.2008-06.09.2008]
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : correlation integral decomposition * correlation dimension * distribution mapping exponent * probability density estimation * classification
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0162971File Download Size Commentary Version Access 0311335.pdf 0 967.8 KB Author´s preprint open-access - 9.0310679 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Probability Density Estimation by Decomposition of Correlation Integral.
[Odhad hustoty pravděpodobnosti rozkladem korelačního integrálu.]
Artificial Intelligence and Pattern Recognition. -: ISRST, 2008 - (Prasad, B.; Sinha, P.; Ram, A.; Kerre, E.), s. 113-119. ISBN 978-1-60651-000-1.
[AIPR 2008. International Conference on Artificial Intelligence and Pattern Recognition. Orlando (US), 07.07.2008-10.07.2008]
Institutional research plan: CEZ:AV0Z10300504
Keywords : correlation integral * decomposition of correlation integral * probability density estimation * polynomial approximation * classifier
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0162467File Download Size Commentary Version Access 0310679.pdf 5 1.1 MB Author´s preprint open-access 0310679-ppt.pdf 3 665.9 KB ppt Other open-access - 10.0309235 - ÚI 2009 SIGLE CZ eng V - Research Report
Jiřina, Marcel - Jiřina jr., M.
Decomposition of Correlation Integral to Local Functions.
Prague: CTU + ICS AS CR, 2008. 18 s. Technical Report, V-1025.
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : multivariate data * correlation dimension * correlation integral * decomposition * probability density estimation
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0161435File Download Size Commentary Version Access v1025-08.pdf 15 283.6 KB Other open-access