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Publications - Evgenia Suzdaleva


Books and chapters (3)
1. * Evgenia Suzdaleva, Ivan Nagy: Mixture Initialization Based on Prior Data Visual Analysis. Intuitionistic Fuzziness and Other Intelligent Theories and Their Applications, 29-49. Springer, Cham 2019.   Download
2. * Ivan Nagy, Evgenia Suzdaleva: Clustering Non-Gaussian Data Using Mixture Estimation with Uniform Components. Practical Issues of Intelligent Innovations. Studies in Systems, Decision and Control, 313-330. Springer, Cham 2018.   Download
3. * Ivan Nagy, Evgenia Suzdaleva: Algorithms and Programs of Dynamic Mixture Estimation. Unified Approach to Different Types of Components. SpringerBriefs in Statistics . Springer, Cham 2017.   Download

Journal articles (11)
1. * Evgenia Suzdaleva, Ivan Nagy: An online estimation of driving style using data-dependent pointer model. Transportation Research. Part C: Emerging Technologies 86:1 (2018), 23-36. Elsevier.   Download
2. * Ivan Nagy, Evgenia Suzdaleva: On-line mixture-based alternative to logistic regression. Neural Network World 26:5 (2016), 417-437. Ústav informatiky AV ČR, v. v. i..   Download
3. * Evgenia Suzdaleva, Ivan Nagy: Data-based Speed-limit-respecting Eco-driving System. Transportation Research. Part C: Emerging Technologies 44:1 (2014), 253-264. Elsevier.   Download
4. * Ivan Nagy, Evgenia Suzdaleva: Mixture estimation with state-space components and Markov model of switching. Applied Mathematical Modelling 37:24 (2013), 9970-9984. Elsevier.   Download
5. * Evgenia Suzdaleva, Ivan Nagy: Online soft sensor for hybrid systems with mixed continuous and discrete measurements. Computers and Chemical Engineering 36:10 (2012), 294-300. Elsevier.   Download
6. * Evgenia Suzdaleva, I. Nagy: Recursive state estimation for hybrid systems. Applied Mathematical Modelling 36:4 (2012). Elsevier.   Download
7. * Ivan Nagy, Evgenia Suzdaleva, Miroslav Kárný, T. Mlynářová: Bayesian estimation of dynamic finite mixtures. International Journal of Adaptive Control and Signal Processing 25:9 (2011), 765-787. Wiley.   Download
8. * I. Nagy, Evgenia Suzdaleva, Miroslav Kárný: Bayesian estimation of mixtures with dynamic transitions and known component parameters. Kybernetika 47:4 (2011), 572-594. Ústav teorie informace a automatizace AV ČR, v. v. i..   Download
9. * Evgenia Suzdaleva: Prior knowledge processing for initial state of Kalman filter. International Journal of Adaptive Control and Signal Processing 24:3 (2010), 188-202. Wiley.   Download
10. * Evgenia Suzdaleva, Petr Nedoma: Education tools for dynamic Bayesian decision-making. WSEAS Transactions on Advances in Engineering Education 5:3 (2006), 288-295.   Download
11. * Evgenia Suzdaleva: Libre courseware for Bayesian decision making. E-learning and Education (eleed) 1:2 (2005), 1-3.

Conference papers (28)
1. * Evgenia Suzdaleva, Ivan Nagy, Matej Petrouš: Recursive Clustering Hematological Data Using Mixture of Exponential Components. Proceedings of International Conference on Intelligent Informatics and BioMedical Sciences ICIIBMS 2017, 63-70. IEEE, Piscataway 2017.   Download
2. * Evgenia Suzdaleva, Ivan Nagy, Pavla Pecherková, Raissa Likhonina: Initialization of Recursive Mixture-based Clustering with Uniform Components. Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2017), 449-458. SCITEPRESS, Setúbal 2017.   Download
3. * Ivan Nagy, Evgenia Suzdaleva, Matej Petrouš: Clustering with a Model of Sub-Mixtures of Different Distributions. Proceedings of IEEE 15th International Symposium on Intelligent Systems and Informatics SISY 2017, 315-320. IEEE, Piscataway 2017.   Download
4. * Ivan Nagy, Evgenia Suzdaleva, Pavla Pecherková: Comparison of Various Definitions of Proximity in Mixture Estimation. Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 527-534. SCITEPRESS, Setubal 2016.   Download
5. * Evgenia Suzdaleva, Ivan Nagy, Tereza Mlynářová: Expert-based Initialization of Recursive Mixture Estimation. Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems, 308-315. IEEE, Sofia 2016.   Download
6. * Ivan Nagy, Evgenia Suzdaleva, Tereza Mlynářová: Mixture-based Clustering Non-gaussian Data with Fixed Bounds. Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems, 265-271. IEEE, Sofia 2016.   Download
7. * Evgenia Suzdaleva, Ivan Nagy, Tereza Mlynářová: Recursive Estimation of Mixtures of Exponential and Normal Distributions. Proceedings of the 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 137-142. IEEE, Piscataway 2015.   Download
8. * Ivan Nagy, Evgenia Suzdaleva, Tereza Mlynářová: Mixture Multi-Step-Ahead Prediction. Proceedings of the 16th conference of the Applied Stochastic Models and Data Analysis (ASMDA) International Society, 727-738. ISAST: International Society for the Advancement of Science and Technology, Piraeus 2015.   Download
9. * Ivan Nagy, Evgenia Suzdaleva, Tereza Mlynářová: Optimization of Driving Based on Currently Measured Data. Proceedings of the 16th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC 2013), 2088-2093. IEEE, Hague 2013.   Download
10. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková, Tereza Mlynářová: Double Optimization of Fuel Consumption and Speed Tracking. Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 305-310. International Federation of Automatic Control, Caen 2013.   Download
11. * Ivan Nagy, Evgenia Suzdaleva, P. Pecherková: Validation Experiments for Fuel Consumption Optimization Algorithm. Proceedings of the 11th European Transport Congress, 178-184. ČVUT FD, Praha 2013.   Download
12. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková: Fuel Consumption Optimization: Early Experiments. Proceedings of the 16th IFAC Symposium on System Identification, 751-756. IFAC, Brussels 2012.   Download
13. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková, Tereza Mlynářová: Servo Problem within Fuel Consumption Optimization. Proceedings of the IASTED International Conference on Engineering and Applied Science, 100-107. IASTED, Columbo 2012.   Download
14. * Evgenia Suzdaleva, Ivan Nagy, Martin Dungl: Online filtering for hybrid systems. Proceedings of the 14th Applied Stochastic Models and Data Analysis Conference (ASMDA2011), 1299-1306. Faculty of Economics of the University of Rome “La Sapienza”, Rome 2011.   Download
15. * I. Nagy, Evgenia Suzdaleva, Tereza Mlynářová: Comparison of State Estimation Using Finite Mixtures and Hidden Markov Models. Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems : Technology and Application, 527-531. IEEE, Piscataway 2011.   Download
16. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková: Bayesian filtering with discrete-valued state. 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 1-4. Research Publishing Services, Cardiff 2009.   Download
17. * Evgenia Suzdaleva, Ivan Nagy: Probabilistic Approach to Analysis of Death Traffic Accidents. Proceedings of 10th International PhD Workshop on Systems and Control, 1-5. ÚTIA AV ČR, Praha 2009.   Download
18. * Evgenia Suzdaleva: On new design of Kalman filter with entry-wise updating. Proceedings of the 8th WSEAS International Conference on Simulation, Modelling and Optimization (SMO'08), 246-251. WSEAS, Santader 2008.   Download
19. * Evgenia Suzdaleva: Towards filtering with mixed-type states. Proceedings of the 9th International PhD Workshop on Systems and Control, Young Generation Viewpoint, 1-6. Jozef Stefan Institute, Izola 2008.   Download
20. * Evgenia Suzdaleva: Initial Conditions for Kalman Filtering: Prior Knowledge Specification. Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation (ISTASC'07), 45-49. WSEAS Press, Athens 2007.   Download
21. * Evgenia Suzdaleva: Early Experiments with Traffic System Model and Factorized Kalman Filtering. Proceedings of the IEEE Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 345-350. IEEE, Dortmund 2007.   Download
22. * Ivan Nagy, Jitka Homolová, Evgenia Suzdaleva: Teaching system for advanced statistics. FOSLET 2006. Proceedings of the Workshop on Free and Open Source Learning Environments and Tools, 13-20. Impressum, Lugano 2006.   Download
23. * Evgenia Suzdaleva, Petr Nedoma: Interactive educational system for dynamic Bayesian decision-making. Proceedings of the WSEAS CSCC & EE International Conferences, 1-6. WSEAS, Athens 2006.
24. * Evgenia Suzdaleva: Factorized Kalman Filtering. Proceedings of the 7th International PhD Workshop: Interplay of Societal and Technical Decision-Making, Young Generation Viewpoint, 226-233. ÚTIA AV ČR, Praha 2006.
25. * Evgenia Suzdaleva: Towards state estimation in the factorized form. Proceedings of the 2nd International Conference Form Scientific Computing to Computational Engineering, 1-6. University of Patras, Athens 2006.   Download
26. * Evgenia Suzdaleva: Bayesian decision making and e-lerning: how to combine?. Proceedings of the 6th International PhD Workshop on Systems and Control, Young Generation Viewpoint, 1-6. Jozef Stefan Insitute, Ljubljana 2005.
27. * Evgenia Suzdaleva: On entry-wise organized filtering. Proceedings of the 15th International Conference on Process Control 2005, 1-6. Slovak University of Technology, Bratislava 2005.   Download
28. * Evgenia Suzdaleva: Web courses content for Bayesian decision making. Proceedings of the 5th International PhD Workshop on Systems and Control - a Young Generation Viewpoint, 1-6. Hungarian Academy of Sciences, Budapest 2004.   Download

Other publications (19)
1. * Raissa Likhonina, Evgenia Suzdaleva, Ivan Nagy: Comparison of mixture-based classification with the data-dependent pointer model for various types of components. Research Report 2355. ÚTIA AV ČR, Praha 2016.   Download
2. * Evgenia Suzdaleva, Ivan Nagy: Experiments with PID controller for fuel consumption optimization. Research Report 2326. ÚTIA AV ČR, Praha 2012.   Download
3. * Evgenia Suzdaleva, Ivan Nagy, Martin Dungl: Example creation system. Research Report 2293. UTIA AV CR, Praha 2010.   Download
4. * Evgenia Suzdaleva, Ivan Nagy: Recursive hybrid filter for systems with mixed observations. Abstracts of Contributions to 6th International Workshop on Data – Algorithms – Decision Making, 54-54. ÚTIA AV ČR, Praha 2010.   Download
5. * Evgenia Suzdaleva: Filtering with mixed continuous and discrete states: special case. Research Report 2246. ÚTIA AV ČR, Praha 2009.   Download
6. * Evgenia Suzdaleva, Ivan Nagy: Joint estimation of Gaussian and multinomial states. Abstracts of Contributions to 5th International Workshop on Data-Algorithms-Decision Making, 32-32. ÚTIA AV ČR, Praha 2009.   Download
7. * Evgenia Suzdaleva: Factorized filtering with simultaneous data and time updating. Research Report 2221. ÚTIA AV ČR, v.v.i, Praha 2008.   Download
8. * Evgenia Suzdaleva: Filtering with discrete-valued states. Research Report 2229. ÚTIA AV ČR, Praha 2008.   Download
9. * Evgenia Suzdaleva: Entry-wise Kalman Filtering and Prior Knowledge Processing. Research Report 2207. ÚTIA AV ČR, Praha 2007.   Download
10. * Evgenia Suzdaleva: Overview of models with mixed-type data. Research Report 2208. ÚTIA AV ČR, Praha 2007.   Download
11. * Evgenia Suzdaleva, Miroslav Kárný: Factorized Filtering. Research Report 2161. ÚTIA AV ČR, Praha 2006.   Download
12. * Evgenia Suzdaleva: Factorized Kalman Filtering. Proceedings of Abstracts of the 7th International PhD Workshop on Interplay of societal and technical decision-making, Young Generation Viewpoint, 51-52. ÚTIA AV ČR, Praha 2006.
13. * Evgenia Suzdaleva, Ivan Nagy: Bayesian Decision Making and E-learning: Interactive Examples. Research Report 2133. ÚTIA AV ČR, Praha 2005.   Download
14. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková, Miroslav Kárný: EduKALIBRE EXAMPLES. ÚTIA AV ČR, Praha 2005.
15. * Evgenia Suzdaleva: Math-oriented Open Source Courseware for Bayesian Decision Making.. Research Report 2132. ÚTIA AV ČR, Praha 2005.   Download
16. * Evgenia Suzdaleva, Ivan Nagy, Lenka Pavelková, Jitka Homolová: EDUKALIBRE. Guide. Research Report 2145. ÚTIA AV ČR, Praha 2005.   Download
17. * Evgenia Suzdaleva: Bayesian decision making and e-learning: How to combine?. Proceedings of Abstracts of the 6th International PhD Workshop on Systems and Control a Young Generation Viewpoint, 90. Jozef Stefan Institute, Ljubljana 2005.
18. * Petr Nedoma, Miroslav Kárný, Evgenia Suzdaleva: Interactive Case Studies in Learning with Normal Probability Mixtures. Research Report 2144. ÚTIA AV ČR, Praha 2005.
19. * Evgenia Suzdaleva: Preparing the teaching material for web-educational courses. Proceedings of Abstracts: 5th International PhD Workshop on Systems and Control. Young Generation Viewpoint, 3-4. Hungarian Academy of Sciences, Budapest 2004.