Search results
- 1.0577938 - ÚTIA 2024 RIV GB eng J - Journal Article
Flusser, M. - Somol, Petr
Efficient anomaly detection through surrogate neural networks.
Neural Computing & Applications. Roč. 34, č. 23 (2022), s. 20491-20505. ISSN 0941-0643. E-ISSN 1433-3058
Institutional support: RVO:67985556
Keywords : Anomaly detector * Neural network * Model transfer * Detector ensemble * High-performance anomaly detection
OECD category: Automation and control systems
Impact factor: 6, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2023/RO/somol-0577938.pdf https://link.springer.com/article/10.1007/s00521-022-07506-9
Permanent Link: https://hdl.handle.net/11104/0347645 - 2.0411440 - UTIA-B 20050170 RIV US eng J - Journal Article
Somol, Petr - Baesens, B. - Pudil, Pavel - Vanthienen, J.
Filter- versus wrapper-based feature selection for credit scoring.
[Porovnání filtrovacího a obalovacího přístupu k výběru příznaků v kontextu posuzování kredibility klientů.]
International Journal of Intelligent Systems. Roč. 20, č. 10 (2005), s. 985-999. ISSN 0884-8173. E-ISSN 1098-111X
R&D Projects: GA MŠMT 1M0572; GA ČR GA402/03/1310
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * credit scoring
Subject RIV: BD - Theory of Information
Impact factor: 0.657, year: 2005
http://library.utia.cas.cz/separaty/historie/somol-filter- versus wrapper-based feature selection for credit scoring.pdf
Permanent Link: http://hdl.handle.net/11104/0131521 - 3.0411404 - UTIA-B 20050134 RIV NL eng J - Journal Article
Grim, Jiří - Somol, Petr - Pudil, Pavel
Probabilistic neural network playing and learning Tic-Tac-Toe.
[Pravděpodobnostní neuronová síť hrající piškvorky schopná učení.]
Pattern Recognition Letters. Roč. 26, č. 12 (2005), s. 1866-1873. ISSN 0167-8655. E-ISSN 1872-7344
R&D Projects: GA ČR GA402/02/1271; GA ČR GA402/03/1310; GA MŠMT 1M0572
Grant - others:Comission EU(XE) FP6-507772
Institutional research plan: CEZ:AV0Z10750506
Keywords : neural networks * distribution mixtures * playing games
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.138, year: 2005
Permanent Link: http://hdl.handle.net/11104/0131486 - 4.0411018 - UTIA-B 20030005 RIV NL eng J - Journal Article
Somol, Petr - Pudil, Pavel
Feature selection toolbox.
Pattern Recognition. Roč. 35, č. 12 (2002), s. 2749-2759. ISSN 0031-3203. E-ISSN 1873-5142
R&D Projects: GA MŠMT ME 187; GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : pattern recognition * feature selection * subset search
Subject RIV: JC - Computer Hardware ; Software
Impact factor: 1.038, year: 2002
http://library.utia.cas.cz/separaty/historie/somol-feature selection toolbox.pdf
Permanent Link: http://hdl.handle.net/11104/0131105 - 5.0410828 - UTIA-B 20020042 RIV GB eng J - Journal Article
Grim, Jiří - Kittler, J. - Pudil, Pavel - Somol, Petr
Multiple classifier fusion in probabilistic neural networks.
Pattern Analysis and Applications. Roč. 5, č. 7 (2002), s. 221-233. ISSN 1433-7541. E-ISSN 1433-755X
R&D Projects: GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : EM algorithm * information preserving transform * multiple classifier fusion
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.667, year: 2002
Permanent Link: http://hdl.handle.net/11104/0130915 - 6.0410787 - UTIA-B 20020001 RIV NL eng J - Journal Article
Pudil, Pavel - Novovičová, Jana - Somol, Petr
Feature selection toolbox software package.
Pattern Recognition Letters. Roč. 23, č. 4 (2002), s. 487-492. ISSN 0167-8655. E-ISSN 1872-7344
R&D Projects: GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : pattern recognition * feature selection * loating search algorithms
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.409, year: 2002
Permanent Link: http://hdl.handle.net/11104/0130874 - 7.0410450 - UTIA-B 20000166 RIV CZ cze J - Journal Article
Somol, Petr - Pudil, Pavel
Branch & Bound algoritmus s částečným řazením uzlů výpočetního stromu.
[Branch & Bound algorithm with partial ordering of computational tree.]
Acta Oeconomica Pragensia. Roč. 8, č. 2 (2000), s. 33-40. ISSN 0572-3043
Grant - others:MŠMT(CZ) VS96063; MŠMT(CZ) ME 187
Institutional research plan: AV0Z1075907
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0130539 - 8.0410449 - UTIA-B 20000165 RIV CZ cze J - Journal Article
Somol, Petr - Pudil, Pavel
Oscilační algoritmy pro vyhledávání příznaků.
[Oscillating algorithms for feature search.]
Acta Oeconomica Pragensia. Roč. 8, č. 2 (2000), s. 25-32. ISSN 0572-3043
Grant - others:MŠMT(CZ) VS96063; MŠMT(CZ) ME 187
Institutional research plan: AV0Z1075907
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0130538 - 9.0410448 - UTIA-B 20000164 RIV CZ cze J - Journal Article
Pudil, Pavel - Pirožek, P. - Somol, Petr
Výběr nejinformativnějších faktorů při akvizici podniků pomocí metod rozpoznávání obrazů.
[Selection of most informative factors in enterprises acquisition by means of pattern recognition.]
Acta Oeconomica Pragensia. Roč. 8, č. 2 (2000), s. 143-159. ISSN 0572-3043
Grant - others:MŠMT(CZ) VS96063
Institutional research plan: AV0Z1075907
Subject RIV: AH - Economics
Permanent Link: http://hdl.handle.net/11104/0130537 - 10.0410446 - UTIA-B 20000162 RIV CZ cze J - Journal Article
Pudil, Pavel - Novovičová, Jana - Somol, Petr
Znalostní přístup k výběru nejinformativnějších proměnných pro rozhodovací problémy klasifikačního typu.
[Knowledge-based approach to selection of most informative variables for decision-making problems of classification type.]
Acta Oeconomica Pragensia. Roč. 8, č. 2 (2000), s. 11-24. ISSN 0572-3043
Grant - others:MŠMT(CZ) VS96063; MŠMT(CZ) ME 187; GA AV(CZ) KSK1075601
Program: KS
Institutional research plan: AV0Z1075907
Subject RIV: BC - Control Systems Theory
Permanent Link: http://hdl.handle.net/11104/0130535