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Research Centre
Data - Algorithms - Decision Making
Data - Algorithms - Decision Making
Established in 2005 under support of MŠMT ČR (project 1M0572)
Publications
Part of monograph
Perfilieva I.; Daňková M.; Hoďáková P.; Vajgl M. : F-Transform Based Image Fusion In: (). InTech, Rijeka, Croatia 2011, pp. 3-22.
Šroubek F., Šorel M. : Blind Deconvolution Imaging In: Optical and Digital Image Processing : Fundamentals and Appl (Cristobal G. ,Schelkens P. ,Thienpont H. ,). Wiley, Berlin 2011, pp. .
Jornal article
Červinka M., Matonoha C., Outrata J. : On the computation of relaxed pessimistic solutions to MPECs Optimization Methods & Software, (2011), pp. .
Haindl M., Havlíček V., Grim J. : Probabilistic mixture-based image modelling Kybernetika, 47 (2011), 3 (2011), pp. 482-500.
Hobza T., Morales D., Herrador M., Esteban M. : A Fay-Herriot Model with Different Random Effect Variances Communications in Statistics - Theory and Methods, 40 (2011), 5 (2011), pp. 785-797.
JAN, J.; KOLÁŘ, R.; KUBEČKA, L.; ODSTRČILÍK, J.; GAZÁREK, J. : Fusion based Analysis of Ophthalmologic Image Data. Kybernetika, (2011), 3, pp. 455-481.
Jiroušek R. : Foundations of compositional model theory International Journal of General Systems, (2011), 6 (2011), pp. 623-678.
JIŘÍK; PETERLÍK; RUITER; FOUSEK; DAPP; ZAPF; JAN : Sound-Speed Image Reconstruction in Sparse-Aperture 3D Ultrasound Transmission Tomography. IEEE Transactions on Ultrasonocs, Ferroelectrics, and Freque, (2011), pp. .
Kindler, E.; Křivý, I.; Klimeš, C. : Simulation Aided Anticipation of Intelligent Systems Behavior International Journal of Information Technologies and System, (2011), pp. .
Klimeš C. : Application of Computer Simulation in Information Systems (2011), pp. .
Král L., Šimandl M. : Functional adaptive controller for multivariable stochastic systems with dynamic structure of neural network International Journal of Adaptive Control and Signal Process, 25 (2011), 11, pp. 949–964.
Kratochvíl V. : Characteristic Properties of Equivalent Structures in Compositional Models International Journal of Approximate Reasoning, (2011), 5 (2011), pp. 599-612.
Kroupa T. : Core of Coalition Games on MV-algebras Journal of Logic and Computation, (2011), 3 (2011), pp. 479-492.
Kupka J.; Tomanová I. : Dependencies among attributes given by fuzzy confirmation measures EXPERT SYST APPL, (2011), pp. .
Marrugo A., Šorel M., Šroubek F., Millan M. : Retinal image restoration by means of blind deconvolution Journal of Biomedical Optics, 16 (2011), 11 (2011), pp. .
Močkoř J. : alpha-Cuts and models of fuzzy logic INT J GEN SYST, (2011), pp. .
Nagy I., Suzdaleva E., Kárný M., Mlynářová T. : Bayesian estimation of dynamic finite mixtures International Journal of Adaptive Control and Signal Proces, 25 (2011), 9 (2011), pp. 765-787.
Pavelková L. : Nonlinear bayesian state filtering with missing measurements and bounded noise and its application to vehicle position estimation Kybernetika, 47 (2011), 3 (2011), pp. 370-384.
Perfilieva I. : F-TRANSFORMS --- WHERE FUZZY AND CLASSICAL MATHEMATICS MEET Applied and Computational Mathematics 10, 2011 (2011), 1, pp. 122-132.
Straka O.,Šimandl M. : Particle Filter with Adaptive Sample Size Kybernetika, 47 (2011), 3, pp. 385-400.
Studený M., Vomlel J. : On open problems in the geometric approach to structural learning Bayesian nets International Journal of Approximate Reasoning, (2011), 5 (2011), pp. 627-640.
Šorel M., Šroubek F., Flusser J. : Multichannel deblurring of digital images Kybernetika, 47 (2011), 3 (2011), pp. 439-454.
Štěpnička M.; Dvořák A.; Pavliska V.; Vavříčková L. : A linguistic approach to time series modeling with help of the F-transform FUZZY SET SYST 180, (2011), 1, pp. 164-184.
Tichavský P., Koldovský Z. : Fast and accurate methods of independent component analysis: A survey Kybernetika, 47 (2011), 3 (2011), pp. 426-438.
Conference paper
Straka O., Duník, J., Šimandl M. : Truncated Unscented Particle Filter In: Proceedings of the 2011 American Control Conference AACC, San Francisco, USA 2011, pp. 1825-1830.
Ajgl J., Šimandl M. : Differential entropy estimation by particles In: Proceedings of the 18th IFAC World Congress Elsevier, Milano, Italy 2011, pp. 11991-11996.
Ajgl J., Šimandl M. : Particle Based Probability Density Fusion with Differential Shannon Entropy Criterion In: Proceeding of the 14th International Conference on Information Fusion ISIF, Chicago, Illinois, USA 2011, pp. 803-810.
Beneš M., Zitová B., Blažek J., Hradilová J., Hradil D. : Removing the Artifacts from Artwork Cross-section Images In: Proceedings of the 18th IEEE International Conference on Image Processing IEEE, Brussels 2011, pp. .
Bouček V., Šimandl M., Straka O. : Measurement-to-track assignment methods in target tracking In: Proceedings of 12th International Carpathian Control Conference IEEE, Velké Karlovice, Czech Republic 2011, pp. 36-40.
BUDAI, A.; ODSTRČILÍK, J.; KOLÁŘ, R.; HORNEGGER, J.; JAN, J. : A Public Database for the Evaluation of Fundus Image Segmentation Algorithms. In: Proc. of the Association for Research in Vision and Ophthalmology conference (ARVO) 2011., Fort Lauderdale, Florida, USA 2011, pp. .
Dedecius K., Ettler P. : Adaptive continuous hierarchical model-based decision making In: Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics SciTePress – Science and Technology Publications, Portugalsko 2011, pp. .
Duník J., Straka O., Šimandl M. : The Development of a Randomised Unscented Kalman Filter In: Proceedings of the 18th IFAC World Congress Elsevier, Milano, Italy 2011, pp. 8-13.
Dvořák A.; Štěpnička M.; Vavříčková L. : Redundancies in systems of fuzzy/linguistic IF-THEN rules In: Proc. EUSFLAT-LFA 2011 Atlantis Press, 2011, pp. 1022-1029.
Flaminio T., Kroupa T. : Characterization of Generalized Necessity Functions in Lukasiewicz Logic In: Nonlinear Mathematics for Uncertainty and its Applications Springer, Chennai 2011, pp. .
Flídr M., Straka O., Šimandl M. : Pruning and Merging Strategies in Receding Horizon Bicriterial Dual Controller with Multiple Linearization In: Proceedings of the 19th Mediterranean Conference on Control and Automation IEEE, Corfu, Greece 2011, pp. 832-837.
Flídr M., Šimandl M. : Dual Adaptive Controllers Based on Partial Certainty Equivalence In: Proceedings of the 18th IFAC World Congress Elsevier, Milano, Italy 2011, pp. 3457-3462.
GAZÁREK, J.; JAN, J.; KOLÁŘ, R.; ODSTRČILÍK, J. : Retinal Nerve Fibre Layer Detection in Fundus Camera Images Compared to Results from Optical Coherence Tomography. In: ICIIP 2001, IEEE International Conference on Image Information Processing., Waknaghat, Shimla, Himachal Pradesh, INDIA 2011, pp. .
Grim J. : Preprocessing of Screening Mammograms Based on Local Statistical Models In: Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL 2011 ACM, Barcelona 2011, pp. .
Jiroušek R. : A Note on Local Computations in Dempster-Shafer Theory of Evidence In: Proceedings of the 7th International Symposium on Imprecise Probability: Theories and Applications STUDIA Universitatsverlag, Innsbruck 2011, pp. .
Jiroušek R. : Belief Networks and Local Computations In: Nonlinear Mathematics for Uncertainty and its Applications Springer, Chennai 2011, pp. .
Jiroušek R., Shenoy P. : A Note on Factorization of Belief Functions In: Proceedings of the 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty matfyzpress, Prague 2011, pp. .
Kamenický J., Zitová B. : Contrast preserving color fusion In: Color Imaging XVI: Displaying, Processing, Hardcopy, and Applications - Proceedings of the SPIE 2011 SPIE, Bellingham 2011, pp. .
KOLÁŘ, R.; ODSTRČILÍK, J.; HARABIŠ, V. : Illumination Correction and Contrast Equalization in Colour Fundus Images. In: 19th European Signal Processing Conference (EUSIPCO-2011)., Barcelona 2011, pp. .
Korotka T., Loiseau J., Zagalak P. : Controllability of Non-Square Systems In: IEEE International Workshop on Electronics, Control, Measurement and Signals 2011 /10th./ IEEE, Danvers 2011, pp. .
Kratochvíl V. : Conditioning and Flexibility in Compositional Models In: Proceedings of the 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty matfyzpress, Prague 2011, pp. .
LAMOŠ, M.; MIKL, M.; JAN, J. : Hemodynamický model v analýze efektivní mozkové konektivity pomocí fMRI In: Sborník konference Trendy v biomedicínském inženýrství 2011, 2011, pp. .
Lín V. : Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty Lecture Notes in Artificial Intelligence Springer, Heidelberg 2011, pp. .
Novák V.; Perfiljeva I.; Pavliska V. : The Use of Higher-Order F-transform in Time Series Analysis In: Proceedings of 2011 IFSA World Vongress - AFSS INternational Conference, 2011, pp. 2211-2216.
Pavelková L. : Vehicle position estimation using GPS/CAN data based on nonlinear programming In: Proceedings of the 13th IASTED International Conference on Intelligent Systems and Control, Cambridge 2011, pp. .
Perfilieva I. : A Profound Theory of Fuzzy Interpolation In: Proc. Intern. Conference on Rough Sets, Fuzzy Sets and Soft Computing Serials Publications, New Delhi, India 2011, pp. 195-205.
Perfilieva I.; Daňková M.; Hoďáková P.; Vajgl M. : Edge detection using F-transform In:, 2011, pp. .
Perfilieva I.; Yarushkina N.; Afanas'jeva T. J. V.; et al : Granular Time Series and Fuzzy Tendencies Forecasting In: Proceedings of 2011 IFSA World Vongress - AFSS INternational Conference, Surabaya-Bali, Indonesia 2011, pp. 21-25.
Perfilieva I.; Yarushkina N.; Afanas'jeva T. J. V.; et al : Time Series Processing and Forecasting using Soft Computing Tools In: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, Moscow, Russia 2011, pp. 155-163.
Petelin D., Šindelář J., Přikryl J., Kocijan J. : Financial modeling using Gaussian process models In: Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems : Technology and Application IEEE, Piscataway 2011, pp. .
Phan A., Tichavský P., Cichocki A. : Fast damped Gauss-Newton algorithm for nonnegative matrix factorization In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2011 IEEE, Piscataway 2011, pp. .
Sedlář J., Zitová B., Kopeček J., Todorciuc T., Kratochvílov : Detection of Elliptical Particles in Atomic Force Microscopy Images In: ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing IEEE, Praha 2011, pp. .
Sedlář J., Zitová B., Kopeček J., Todorciuc T., Kratochvílov : Detection of Elliptical Particles in Atomic Force Microscopy Images In: ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing IEEE, Praha 2011, pp. .
Somol P., Grim J., Pudil P. : Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011) IEEE, Piscataway 2011, pp. .
Straka O., Duník J., Šimandl M. : Gaussian sum unscented Kalman filter with adaptive scaling parameters In: Proceedings of the 14th International Conference on Information Fusion (FUSION 2011) IEEE, Chicago, USA 2011, pp. .
Straka O., Duník J., Šimandl M. : Performance evaluation of local state estimation methods in bearings-only tracking problems In: Proceedings of the 14th International Conference on Information Fusion (FUSION 2011), Chicago, USA 2011, pp. .
Suzdaleva E., Nagy I., Dungl M. : Online filtering for hybrid systems In: Proceedings of the 14th Applied Stochastic Models and Data Analysis Conference (ASMDA2011) Faculty of Economics of the University of Rome “La Sapienza”, Rome 2011, pp. .
Šimandl M., Široký J., Punčochář I. : New Special Cases of General Active Change Detection and Control Problem In: Proceedings of the 18th IFAC World Congress Elsevier, 2011, pp. 4260-4265.
Šroubek F., Kamenický J., Flusser J. : Denoising, deblurring, and superresoluton in mobile phones In: Computational Imaging IX - Proceedings of the SPIE 2011 SPIE, Bellingham 2011, pp. .
Šroubek F., Kamenický J., Milanfar P. : Superfast superresolution In: 18th IEEE International Conference on Image Processing IEEE, USA 2011, pp. .
Štěpnička M.; Peralta Donate J.; Cortez P.; et al. : Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. In: Proc. EUSFLAT-LFA 2011 Atlantis Press, 2011, pp. 464-471.
Tichavský P., Koldovský Z. : Stability of CANDECOMP-PARAFAC tensor decomposition In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2011 IEEE, Piscataway 2011, pp. .
Tichavský P., Zima M., Krajča V. : Automatic Removal of Sparse Artifacts in Electroencephalogram In: Proceedings of the Third International Conference on Bio-Inspired Systems and Signal Processing, Biosignals 2011 SciTePress, Lisabon 2011, pp. .
Zitová B., Beneš M., Blažek J. : Image fusion for art analysis In: Proceedings of SPIE 7869 SPIE, Bellingham 2011, pp. .
ŽÁČEK, J.; Huňka, F. : Object model synchronization based on Petri net In: Brno University of Technology, Faculty of Mechanical Engine, 2011, pp. 523-527.
Proceedings
Janžura M., Ivánek J. (Eds.): Abstracts of Contributions to 7th International Workshop on Data – Algorithms – Decision Making DAR – ÚTIA 2011/2. ÚTIA AV ČR, Praha 2011, 56 pp.
Research report
Bělohlávek O., Skopalová M., Boldyš J., Dvořák J. : Weight correction of applied 18F-FDG activity for PET examination PET centrum Nemocnice Na Homolce, Praha 2011, pp.
Pavelková L. : State estimation with missing data and bounded uncertainty (Research Report 2296) ÚTIA AV ČR, v.v.i, Praha 2011, pp.
Somol P., Grim J. : Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition Problems (Research Report 2295) ÚTIA AV ČR, v.v.i, Praha 2011, pp.
Disertation
Hofman R. : Application of Advanced Data Assimilation Methods in Off-site Consequence Assessment Ph.D. Thesis. FJFI ČVUT, Praha 2011, pp.
Application/Electronic document