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- 1.0405497 - UIVT-O 330875 RIV CZ eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
How does the Space where e-Golem Walks Looks Like.
[Jak vypadá prostor kudy kráčí e-Golem?]
Interdisciplinary Aspects of Human-Machine Co-existence and Co-operation. Prague: CTU, 2005 - (Mařík, V.; Jacoviks, P.; Štěpánková, O.; Kléma, J.), s. 271-279. ISBN 80-01-03275-2.
[Czech-Argentine Biennalle Workshop "e-Golems". Prague (CZ), 03.07.2005-05.07.2005]
R&D Projects: GA MŠMT 1M0567
Institutional research plan: CEZ:MSM6840770012
Keywords : boundary effects * multivariate data * data space
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125658File Download Size Commentary Version Access 0405497.pdf 0 694.8 KB Author´s preprint open-access - 2.0404197 - UIVT-O 20010058 RIV AT eng C - Conference Paper (international conference)
Jiřina jr., M. - Kubalík, J. - Jiřina, Marcel
Genetic Implementation of a Classifier Based on Data Separation by Means of Hyperspheres.
Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference. Wien: Springer, 2001 - (Kůrková, V.; Steele, N.; Neruda, R.; Kárný, M.), s. 284-287. ISBN 3-211-83651-9.
[ICANNGA'2001 /5./. Praha (CZ), 22.04.2001-25.04.2001]
R&D Projects: GA MŠMT VS96047; GA MPO RP-4210/69/97
Institutional research plan: AV0Z1030915
Keywords : hyperspheres * classifier * genetic algorithms
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124464File Download Size Commentary Version Access 0404197.pdf 0 744.8 KB Author´s preprint open-access - 3.0399557 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Jiřina, Marcel - Krayem, S. M. - Jiřina jr., M.
Adapting GNU Random Forest Program for Unix and Windows.
11th International Conference of Numerical Analysis and Applied Mathematics ICNAAM 2013. New York: AIP Publishing LLC, 2013 - (Simos, T.; Psihoyios, G.; Tsitouras, C.), s. 337-340. AIP Conference Proceedings, 1558. ISBN 978-0-7354-1184-5. ISSN 1551-7616.
[ICNAAM 2013. International Conference on Numerical Analysis and Applied Mathematics /11./. Rhodes (GR), 21.09.2013-27.09.2013]
Institutional support: RVO:67985807
Keywords : program recycling * software maintenance * Random Forest * multivariate data * clustering * classification
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0226827File Download Size Commentary Version Access a0399557.pdf 0 120 KB Publisher’s postprint require - 4.0389175 - ÚI 2013 RIV HK eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Fractal Based Data Separation in Data Mining.
Proceedings of the The Third International Conference on Digital Information Processing and Communications. Hong Kong: SDIWC, 2013, s. 287-295. ISBN 978-0-9853483-3-5.
[ICDIPC 2013. International Conference on Digital Information Processing and Communications /3./. Dubai (AE), 30.01.2013-01.02.2013]
R&D Projects: GA MŠMT(CZ) LG12020
Institutional support: RVO:67985807
Keywords : nearest neighbor * fractal set * multifractal * IINC method
Subject RIV: BB - Applied Statistics, Operational Research
http://sdiwc.net/digital-library/fractal-based-data-separation-in-data-mining
Permanent Link: http://hdl.handle.net/11104/0218064File Download Size Commentary Version Access a0389175.pdf 2 942.2 KB Publisher’s postprint require 0389175.pdf 2 1.8 MB Author´s preprint open-access - 5.0355020 - ÚI 2011 RIV US eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Using the Nonsmooth Analysis in a Learning Process.
Proceeding of The 2010 IRAST International Congress on Computer Applications and Computational Science. -: IRAST, 2010 - (Chellappan, S.; Cheng, A.; Min, M.; Quang, V.; Ramalingam, P.; Yang, H.), s. 91-94. ISBN 978-981-08-6846-8.
[CACS 2010. 2010 IRAST International Congress on Computer Applications and Computational Science. Singapore (SG), 04.12.2010--06.12.2010]
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : nonsmooth analysis * pattern classification * multivariate systems * 1-NN classifier * weighted distances
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0193878File Download Size Commentary Version Access 0355020 .pdf 0 942.1 KB Author´s preprint open-access - 6.0351724 - ÚI 2011 RIV US eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Using Singularity Exponent in Distance based Classifier.
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications. Los Alamitos: IEEE, 2010 - (Hassanien, A.; Abraham, A.; Marcelloni, F.; Hagras, H.; Antonelli, M.; Hong, T.), s. 220-224. ISBN 978-1-4244-8135-4.
[ISDA 2010. International Conference on Intelligent Systems Design and Applications /10./. Cairo (EG), 29.11.2010-01.12.2010]
R&D Projects: GA MŠMT 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : singularity exponent * nearest neighbor * classifier
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0191414File Download Size Commentary Version Access a0351724.pdf 0 162.2 KB Publisher’s postprint require 0351724.pdf 1 601.5 KB Author´s preprint open-access - 7.0339941 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Feature Selection by Reordering.
SOFSEM 2005: Theory and Practice of Computer Science. Berlin: Springer, 2005 - (Vojtáš, P.; Bieliková, M.; Charron-Bost, B.; Sýkora, O.), s. 385-389. Lecture Notes in Computer Science, 3381. ISBN 3-540-24302-X.
[SOFSEM 2005. Conference on Current Trends in Theory and Practice of Computer Science /31./. Liptovský Ján (SK), 22.01.2005-28.01.2005]
R&D Projects: GA MŠMT LN00B096
Institutional research plan: CEZ:AV0Z10300504
Keywords : feature selection * reordering * mutual corelation
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0183309File Download Size Commentary Version Access 0339941.pdf 0 574.2 KB Author´s preprint 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 - 10.0103342 - UIVT-O 20040083 RIV CZ eng C - Conference Paper (international conference)
Jiřina, Marcel - Jiřina jr., M.
Boundary Phenomenon in Multivariate Data.
[Okrajový jev v mnohorozměrných datech.]
Applied Electronics. Pilsen: University of West Bohemia, 2004, s. 97-100. ISBN 80-7043-274-8.
[Applied Electronics 2004. Pilsen (CZ), 08.09.2004-09.09.2004]
R&D Projects: GA MŠMT LN00B096
Keywords : multivariate data * multidimensional space * boundary effect * nearest neighbors * distribution mapping exponent * classification
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0010651File Download Size Commentary Version Access 0103342.pdf 0 614.5 KB Author´s preprint open-access