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Publikace - významné: (18)
- Meta-learning approach to neural network optimization
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2010,
Neural Networks. 2010, vol. 2010 (23), no. 4, p. 568-582. ISSN 0893-6080.
- Continual Evolution Algorithm for Building of ANN-based Models
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2007,
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- Missing Data Imputation and the Inductive Modelling
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2007,
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- New Trends in Simulation of Neural Networks
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2007,
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- On Visualization of Diversity in Evolutionary Algorithms Based on Simulation of Physical System
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2007,
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- OPTIMIZATION OF MODELS: LOOKING FOR THE BEST STRATEGY
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2007,
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, p. 314-320. ISBN 978-3-901608-32-2.
- Evolutionary Search for Interesting Behavior of Neural Network Ensembles
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2006,
In 2006 IEEE Congress on Evolutionary Computation [CD-ROM]. Los Alamitos: IEEE Computer Society, 2006, vol. 1, p. 235-238. ISBN 0-7803-9489-5.
- Ensemble Techniques for Credibility Estimation of GAME Models
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2005,
In Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005. Berlin: Springer, 2005, vol. 2, p. 127-132. ISBN 3-540-28755-8.
- Temporal Analysis of Clusters of Supermarket Customers: Conventional versus Interval Set Approach
(Článek)
2005,
Information Sciences. 2005, vol. 172, no. 1-2, p. 215-240. ISSN 0020-0255.
- Single Categorizing and Learning Module for Temporal Sequences
(Sta» v elektronickém sborníku)
2004,
In Proceedings of the International Joint Conference on Neural Networks [CD-ROM]. Piscataway: IEEE, 2004, p. 2977-2982. ISBN 0-7803-8360-5.
- Hybrid Inductive Models: Deterministic Crowding Employed
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2004,
In Proceedings of the International Joint Conference on Neural Networks [CD-ROM]. Piscataway: IEEE, 2004, p. 2343-2346. ISBN 0-7803-8360-5.
- Temporal Cluster Migration Matrices for Web Usage Mining
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2004,
In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence. New York: IEEE Computer Society Press, 2004, p. 441-444. ISBN 0-7695-2100-2.
- Beyond Limits in Kohonen's Self-Organized Clustering
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2003,
In The Proceedings of the 2003 Summer Computer Simulation Conference. San Diego: Society for Modeling and Simulation International (SCS), 2003, p. 301-305. ISBN 1-56555-268-7.
- Temporal Web Usage Mining
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2003,
In Proceedings of the IEEE/WIC International Conference on Web Intelligence. Los Alamitos: IEEE Computer Society Press, 2003, p. 450-453. ISBN 0-7695-1932-6.
- Enhancement of Categorizing and Learning Module (CALM) - Embedded Detection of Signal Change
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2003,
In IJCNN 2003 Conference Proceedings [CD-ROM]. Piscataway: IEEE, 2003, p. 3233-3237. ISBN 0-7308-7899-7.
- Clustering Supermarket Customers Using Rough Set Based Kohonen Networks
(Kapitola v knize)
2003,
In Foundations of Intelligent Systems. Berlin: Springer, 2003, p. 169-173. ISBN 3-540-20256-0.
- Připojování periferií k PC
(Kniha)
1996,
1. vyd. Praha: Grada, 1996. 304 s. ISBN 80-7169-146-1.
- Transputer
(Kapitola v knize)
1996,
In Rechnerstrukturen und Rechnerarchitekturen. Braunschweig: Vieweg, 1996, S. 191-204. ISBN 3-528-14389-4.
Publikace - ostatní: (161)
- High-performance Implementation of Recurrent Neural Networks on Graphics Processing Units
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2010,
In Proceedings of the 7th EUROSIM Congress on Modelling and Simulation, Vol. 2: Full Papers. Prague: Department of Computer Science and Engineering, FEE, CTU in Prague, 2010, p. 1312-1315. ISBN 978-80-01-04589-3.
- GAME MODEL UTILIZATION FOR FEATURE RANKING AND FEATURE SELECTION
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2010,
In Proceedings of the Seventh International Conference on Engineering Computational Technology. Stirling: Civil-Comp Press Ltd, 2010, p. 143-148. ISBN 978-1-905088-39-3.
- The Effect of Modelling Method to the Inductive Preprocessing Algorithm
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2010,
In Proceedings of 3rd International Conference on Inductive Modelling 2010. Kiev: Ukr. INTEI, 2010, p. 131-138.
- Application of Feature Selection Methods in Age Prediction
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2010,
In Proceeding of the third international conference on inductive modelling. Kyjev: National Academy of Sciences of Ukraine , 2010, p. 167-171.
- New Methods for Feature Ranking
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2010,
In Workshop 2010 [CD-ROM]. Praha: České vysoké učení technické v Praze, 2010, p. 102-103. ISBN 978-80-01-04513-8.
- Modelling of Age from the Teeth Development
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2010,
In Proceedings of the 7th EUROSIM Congress on Modelling and Simulation, Vol. 2: Full Papers. Prague: Department of Computer Science and Engineering, FEE, CTU in Prague, 2010, p. 118-125. ISBN 978-80-01-04589-3.
- Building Automation Simulator and Control Strategy for Intelligent and Energy Efficient Home
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2009,
In Proceedings of the European Modelling and Simulation Symposium EMS 2009 [CD-ROM]. Los Alamitos: IEEE Computer Society, 2009, p. 123-126. ISBN 978-0-7695-3886-0.
- Combining Multiple Inputs in HyperNEAT Mobile Agent Controller
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2009,
In Artificial Neural Networks - ICANN 2009 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part II. Berlin: Springer, 2009, vol. 2, p. 775-783. ISBN 978-3-642-04276-8.
- NEAT in HyperNEAT Substituted with Genetic Programming
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2009,
In Adaptive and Natural Computing Algorithms. Heidelberg: Springer, 2009, p. 243-252. ISBN 978-3-642-04920-0.
- HyperNEAT Controlled Robots Learn How to Drive on Roads in Simulated Environment
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2009,
In 2009 IEEE Congress on Evolutionary Computation [CD-ROM]. Singapore: Research Publishing Services, 2009, ISBN 978-1-4244-2959-2.
- Hybrid Evolution of Heterogeneous Neural Networks
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2008,
In Artificial Neural Networks - ICANN 2008, PT I. Heidelberg: Springer, 2008, p. 426-434. ISBN 978-3-540-87535-2.
- Continual Evolution Algorithm and its Application to the Artificial Neural Networks Adaptation
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2008,
In Proceedings of Workshop 2008. Praha: Czech Technical University in Prague, 2008, p. ???. ISBN 978-80-01-04016-4.
- Grammatical Evolution for Development of Neural Networks with Real-valued Weights Using Cellular Encoding
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2008,
In European Simulation and Modelling Conference 2008. Ghent: EUROSIS - ETI, 2008, p. 191-195. ISBN 978-90-77381-44-1.
- ECG Signal Classification using GAME Neural Network and its comparison to other classifiers
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2008,
In Artificial Neural Networks - ICANN 2008, PT I. Heidelberg: Springer, 2008, p. 768-777. ISBN 978-3-540-87535-2.
- Tree-based Indirect Encodings for Evolutionary Development of Neural Networks
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2008,
In Artificial Neural Networks - ICANN 2008. Heidelberg: Springer, 2008, vol. 1, p. 839-848. ISBN 978-3-540-87558-1.
- Temporal Hebbian Self-Organizing Map for Sequences
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2008,
In Artificial Neural Networks - ICANN 2008, PT I. Heidelberg: Springer, 2008, p. 632-641. ISBN 978-3-540-87535-2.
- Algorithm for Distance-Based Visualization of Data in Computational Intelligence
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2008,
In Proceedings of Workshop 2008. Praha: Czech Technical University in Prague, 2008, vol. A, p. 134-135. ISBN 978-80-01-04016-4.
- Feature Ranking Derived from Data Mining Process
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2008,
In Artificial Neural Networks - ICANN 2008. Heidelberg: Springer, 2008, vol. 1, p. 889-898. ISBN 978-3-540-87558-1.
- Behaviour of FeRaNGA method for Feature Ranking during learning process using Inductive Modelling
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2008,
In Proceedings of the 2nd International Conference on Inductive Modelling. Kiev: Ukr. INTEI, 2008, p. 222-226. ISBN 978-966-02-4889-2.
- Fetal Weight Prediction Models: Standard Techniques or Computational Intelligence Methods?
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2008,
In Artificial Neural Networks - ICANN 2008, PT I. Heidelberg: Springer, 2008, p. 462-471. ISBN 978-3-540-87535-2.
- Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method
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2008,
In Proceedings of the 2nd International Conference on Inductive Modelling. Kiev: Ukr. INTEI, 2008, p. 207-212. ISBN 978-966-02-4889-2.
- Inductive Modelling World Wide the State of the Art
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2007,
In IWIM 2007 - International Workshop on Inductive Modelling [CD-ROM]. Praha: Czech Technical University in Prague, 2007, p. 302-305. ISBN 978-80-01-03881-9.
- Diversity visualization in evolutionary algorithms
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2007,
In Proceedings of 41th Spring International Conference MOSIS'07. Ostrava: MARQ, 2007, vol. 1, p. 77-84. ISBN 978-80-86840-30-7.
- Probability Control Functions Settings in Continual Evolution Algorithm
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2007,
In Proceeding of International Workshop on Inductive Modelling [CD-ROM]. Prague: Czech Technical University, 2007, vol. 1, ISBN 978-80-01-03881-9.
- Diversity Visualization in Niching Evolutionary Algorithms Based on Simulation of Intermolecular Forces
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2007,
In Počítačové architektury a diagnostika 2007. Plzeň: Západočeská universita, Fakulta aplikovaných věd, 2007, vol. 1, p. 7-12. ISBN 978-80-7043-605-9.
- Nature Inspired Methods for Models Creation and Optimization
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2007,
In Proceedings of 41th Spring International Conference MOSIS'07. Ostrava: MARQ, 2007, vol. 1, p. 56-62. ISBN 978-80-86840-30-7.
- Application of Inductive Modeling to Sleep Stages Classification
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2007,
In Proceedings of 41th Spring International Conference MOSIS'07. Ostrava: MARQ, 2007, vol. 1, p. 63-70. ISBN 978-80-86840-30-7.
- A Brief Introduction to the Continual Evolution Algorithm
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2007,
In APLIMAT 2007 - Part III. Bratislava: Slovak University of Technology, 2007, p. 71-76. ISBN 978-80-969562-6-5.
- Dataset Visualization Based on a Simulation of Intermolecular Forces
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2007,
In IWIM 2007 - International Workshop on Inductive Modelling [CD-ROM]. Praha: Czech Technical University in Prague, 2007, vol. 1, p. 246-253. ISBN 978-80-01-03881-9.
- Age Prediction from Skeletal Indicators using Computational Intelligence Methods
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2007,
In Proceeding of International Workshop on Inductive Modelling [CD-ROM]. Prague: Czech Technical University, 2007, vol. 1, ISBN 978-80-01-03881-9.
- IWIM 2007
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[Pořádání konference]. 2007.
- Comparison of Inductive Modeling Method to Other Classification Methods for Holter ECG
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In IWIM 2007 - International Workshop on Inductive Modelling [CD-ROM]. Praha: Czech Technical University in Prague, 2007, ISBN 978-80-01-03881-9.
- Self-Organizing Neural Networks for Signal Recognition
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2006,
In 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I. Heidelberg: Springer, 2006, p. 406-414. ISBN 3-540-38625-4.
- Maintaining Diversity in Population of Evolved Models
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2006,
In Proceedings of 40th Spring International Conference MOSIS 06, Modelling and Simulation of Systems. Ostrava: MARQ, 2006, vol. 1, p. 113-120. ISBN 80-86840-21-2.
- Processing the Time Context Based Data Using Soft Computing Methods in Mathematica
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2006,
In 5th International Conference APLIMAT. Bratislava: Slovak University of Technology, 2006, vol. 1, p. 575-583. ISBN 80-967305-4-1.
- Digital Archiving of Specific Scientific Information in the Czech Republic
(Článek v online časopisu)
2006,
Codata Science Journal [online]. 2006, vol. 2005, no. 1, p. 237-243. Internet: http://dsj.codataweb.org/. ISSN 1683-1470.
- Knowledge Extraction from Inductive Models
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2005,
In Proceedings of the International Workshop on Inductive Modeling IWIM-2005. Kyjev: Akademie věd Ukrajiny, ústav kybernetiky V.M.Gluąkova, 2005, p. 37-44. ISBN 966-02-3734-0.
- Soft Computing Methods in Data Mining
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2005,
[Unpublished Lecture]. Technische Universitaet. 2005-09-27.
- Simulation Almanac 2005
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1. ed. Praha: Ediční středisko ČVUT, 2005. 150 p. ISBN 80-01-03322-8.
- Advantages and Limits of Ensemble Models
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In Proceedings of XXVII International Autumn Colloquium. Ostrava: MARQ, 2005, p. 273-278. ISBN 80-86840-16-6.
- Deterministic Crowding Helps to Evolve Non-correlated Active Neurons
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In Proceedings of the International Workshop on Inductive Modeling IWIM-2005. Kyjev: Akademie věd Ukrajiny, ústav kybernetiky V.M.Gluąkova, 2005, p. 21-28. ISBN 966-02-3734-0.
- Neural Network Generating Hidden Markov Chain
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In Adaptive and Natural Computing Algoritms - Proceedings of the International Conference in Coimbra. Wien: Springer, 2005, p. 518-521. ISBN 3-211-24934-6.
- Modelling of Biofeedback Using Regulating Process
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In The 3rd European Medical and Biological Engineering Conference - EMBEC´05 [CD-ROM]. Praha: Společnost biomedicínského inľenýrství a lékařské informatiky ČLS JEP, 2005, vol. 11, p. 1695-1699. ISSN 1727-1983.
- Study of Expenses Jointed with Long Term Preservation of Digital Documents
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In International Symposium for Design and Technology of Electronic Packaging. Cluj-Napoca: Technical University, 2005, p. 25-30. ISBN 973-713-063-4.
- Recognition of a vigilant state of man from EEG signals by neuronal network RBF
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In Proceedings of Measurement 2005, 5th International Conference on Measurement. Bratislava: Vega, vydavatěµstvo SAV, 2005, p. 208-211. ISBN 80-967402-8-8.
- Simulating the Finite State Machines using Fully Recurrent Neural Network
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In Proceedings of XXVII International Autumn Colloquium. Ostrava: MARQ, 2005, p. 199-204. ISBN 80-86840-16-6.
- Centrum McLeodova institutu v České republice: fikce nebo realita?
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In Proceedings of the XXVIth International Autumn Colloquium. Ostrava: MARQ, 2004, s. 37-40. ISBN 80-86840-03-4.
- Progress in Inductive Modelling
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In Proceedings of the 5th EUROSIM Congres Modelling and Simulation [CD-ROM]. Vienna: EUROSIM-FRANCOSIM-ARGESIM, 2004, vol. II, ISBN 3-901608-28-1.
- Temporal Versus Latest Snapshot Web Usage Mining Using Kohonen SOM and Modified Kohonen SOM Based on the Properties of Rough Sets Theory
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2004,
International Journal on Artificial Intelligence Tools. 2004, vol. 13, no. 3, p. 569-591. ISSN 0218-2130.
- Efficient Simulation of Modular Neural Networks
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In Proceedings of the 5th EUROSIM Congres Modelling and Simulation [CD-ROM]. Vienna: EUROSIM-FRANCOSIM-ARGESIM, 2004, vol. II, ISBN 3-901608-28-1.
- Standardization in Digital Archiving
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In SIITME 2004. Bucharest: Politehnica, 2004, p. 54-59. ISBN 973-9463-83-5.
- Long-Time Preservation of Digital Documents: Basic Characteristic and Problems
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In SIITME 2004. Bucharest: Politehnica, 2004, p. 50-53. ISBN 973-9463-83-5.
- Rozpoznávání bdělostního stavu (úrovně pozornosti) člověka ze signálu EEG pomocí neuronové sítě RBF
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In Inteligentní systémy pro praxi. Ostrava: AD&M, 2004, s. 23-24. ISBN 80-239-3680-8.
- Digital archiving of scientific information: Czech experience
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In Proceedings for the 19th International CODATA Conference - The Information Society: New Horizons for Science [CD-ROM]. Paris: CODATA - International Council for Science, 2004,
- Rozpoznávání bdělostního stavu člověka ze signálu EEG pomocí neuronové sítě RBF - vliv předzpracování trénovacích vzorů na úspěąnost rozpoznávání
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In 51. Neurofyziologický kongres. České Budějovice: Neurofyziologická laboratoř Nemocnice České Budějovice, 2004, díl 1, s. 64.
- Automatic Model Generation Based on Arificial Intelligence Methods
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In ASIS 2003. Ostrava: MARQ, 2003, p. 15-20. ISBN 80-85988-88-7.
- Conventional Versus Interval Clustering Using Kohonen Networks
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In Proceedings of the Fifth International Conference on Enterprise Information Systems. Setúbal: Escola Superior de Tecnologia de Setúbal, 2003, p. 250-257. ISBN 972-98816-1-8.
- Temporal Web Usage Mining using the Modified Kohonen SOM
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Neural Network World. 2003, vol. 13, no. 4, p. 421-437. ISSN 1210-0552.
- Multivariate Models Evaluation by way of Visualization
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In ASIS 2003. Ostrava: MARQ, 2003, p. 259-264. ISBN 80-85988-88-7.
- Can Video Data Stream Improve the Audio Signal?
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In Proceedings of Workshop 2003 (online) [CD-ROM]. Prague: CTU, 2003, vol. A, p. 252-253. ISBN 80-01-02708-2.
- An Audio Separation System Based on the Neural ICA Method
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In Foundations for Successful Modelling & Simulation. Erlangen: SCS Publishing House, 2003, p. 557-561. ISBN 3-936150-25-7.
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In Proceedings of 37th International Conference Modelling and Simulation of Systems. Ostrava: MARQ, 2003, p. 81-86. ISBN 80-85988-86-0.
- The Need of Non Conventional Clustering Techniques
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In Proceedings of Workshop 2003 (online) [CD-ROM]. Prague: CTU, 2003, vol. A, p. 368-369. ISBN 80-01-02708-2.
- Modeling of Student's Quality by Means of GMDH Algorithms
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System Analysis Modelling Simulation. 2003, vol. 43, no. 10, p. 1415-1426. ISSN 0232-9298.
- A Modified GMDH Method and Model Quality Evaluation by Visualization
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- Neuronové sítě a neuropočítače
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1. vyd. Praha: ČVUT, 2002. 156 s. ISBN 80-01-02549-7.
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In Proceedings of the 14th International Autumn Colloquium Advanced Simulation of Systems. Ostrava: MARQ, 2002, p. 29-34. ISBN 80-85988-77-1.
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In Intelligent Technologies - Theory and Applications. Nieuwe Hemweg: IOS Press, 2002, p. 135-136. ISBN 1-58603-256-9.
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In MOSIS '02 - Modelling and Simulation of Systems. Ostrava: MARQ, 2002, p. 125-132. ISBN 80-85988-71-2.
- Comparison Study of Two Popular Neural Networks
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In Proceedings of Workshop 2002. Prague: CTU, 2002, vol. A, p. 218-219. ISBN 80-01-02511-X.
- Dlouhodobé uchovávání a zpřístupňování dokumentů v digitální podobě s celostátní působností
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[Výzkumná zpráva]. Praha: ČVUT v Praze, FEL, 2002. 02025. 220 s.
- Rough Sets Theory and Data Reduction in Information Systems and Data Mining
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In Tvorba softwaru 2002. Ostrava: Tanger, 2002, p. 63-69. ISBN 80-85988-74-7.
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In International Conference on Inductive Modeling - ICIM 2002. Lviv: State Scientific and Research Institute of Information Infrastructure, 2002, p. 156-162. ISSN 0135-5465.
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In Audio Technologies and Processing ATP 2002. Brno: VUT v Brně, FEI, 2002, p. 77-83. ISBN 80-214-2128-2.
- The Modified GMDH Method Applied to Model Complex Systems
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- The GOLOKO Neural Network for Vision - Analysis of Behavior
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In International Conference on Computer Vision and Graphics. Gliwice: Silesian Technical University, 2002, vol. 2, p. 437-442. ISBN 83-9176-831-7.
- Archivování dat a digitální archiv
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Sdělovací technika. 2002, roč. 50, č. 7, s. 3-5. ISSN 0036-9942.
- Lze pouľít samoorganizující mapu na metodu ICA?
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In Proceedings of XXIIIrd International Autumn Colloquium. Ostrava: MARQ, 2001, s. 77-82. ISBN 80-85988-61-5.
- Co se děje v neuronových sítích dnes?
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In Informatizácia '01. Bratislava: Gerlach Print, 2001, s. 37-42.
- System Modelling by Means of GMDH Algorithms
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In Proceedings of the International Workshop MOSMIC 2001. ®ilina: University of ®ilina, 2001, p. 125-132. ISBN 80-7100-883-4.
- Modelling of Students Coming to FEE, CTU, Prague
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In Poster 2001. Prague: CTU, Faculty of Electrical Engineering, 2001, p. IC31.
- Modelling and Simulation 2001
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Erlangen: SCS Publishing House, 2001. 1056 p. ISBN 1-56555-225-3.
- Modelling of Student's Quality by Means of GMDH Algorithms
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In Modelling and Simulation 2001. Erlangen: SCS Publishing House, 2001, p. 696-700. ISBN 1-56555-225-3.
- Moderní grafické akcelerátory
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Softwarové noviny. 2001, roč. 12, č. 7, s. 72-84. ISSN 1210-8472.
- Image Preprocessing by RETM Neural Network
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In Proceedings of Workshop 2000. Prague: CTU, 2000, vol. A, p. 103. ISBN 80-01-02229-3.
- Dynamically Constructed Topological Lattices for the SOFM
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In Neural Computation (NC'2000). Zürich: ICSC - International Computer Science Conventions, 2000, p. 222-226. ISBN 3-906454-22-3.
- Modifications of the Kohonen Maps
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