Institute of Information Theory and Automation

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Projects

Department: MTR Duration: 2014 - 2016 Grantor: GACR
The proposed project is focused on development of new mathematical models of constitutive behavior of shape memory alloys. These models will be based on results of experimental observations, and will reflect the mutual couplings between individual microstructural processes in these materials.
Department: E Duration: 2014 - 2016 Grantor:
The ability of financial markets to bear risk is central to economic welfare and stability. Growth and economic wellbeing is inhibited if financial markets are unable to transfer resources efficiently from the suppliers of liquiditz to entrepreneurs.
Department: RO Duration: 2014 - 2016 Grantor: GACR
View and illumination dependent representation of real-world material surfaces is crucial for different applications in virtual prototyping, safety visual simulations or cultural heritage digitization. However, the measurement of the corresponding descriptive data is time consuming due to its massive size and dimensionality, which strongly limit any practical utilization.
Department: AS Duration: 2014 - 2016 Grantor: GACR
The project aims to develop a dynamic distributed estimation framework, intended for fully distributed low-cost parameter estimation of stationary signals and reduced-complexity tracking of nonstationary processes.
Department: SI Duration: 2014 - 2016 Grantor: GACR
We want to conduct some meaningful and fruitful econometric research into multivariate regression quantiles.
Department: SI Duration: 2014 - 2016 Grantor: GACR
The word “TENSOR” in this project is understood as a multidimensional linear array of a rectangular shape, whose entries are either real or complex numbers. Such data structures are encountered, e.g., in chemometrics, telecommunication, biomedicine (fMRI, EEG) , data mining, kinetic theory of descriptions of materials, and so on.
Department: E Duration: 2014 - 2016 Grantor: GACR
The project focuses on analysis of financial time series in a framework of bivariate long memory with a special attention on power-law decaying cross-correlation function and its implications for dynamic properties of such processes. The first target is to use these implications for construction of statistical tests to distinguish between short and long memory.
Department: ZS Duration: 2013 - 2016 Grantor: MSMT
Department: E Duration: 2013 - 2015 Grantor:
The project deals with modelling of options implied volatility where the implied volatility is considered as a function of strike price and time to maturity.
Department: E Duration: 2013 - 2015 Grantor:
Economic and financial activities are often influenced simultaneously by a decision and random factors. Since the decision parameter must be constructed mostly without knowledge of a random element realization, an optimization problem depending on a probability measure corresponds to this situation. Usually in applications this measure must be replaced by an empirical one.
Department: MTR Duration: 2013 - 2015 Grantor: GACR
The application of algebraic and geometric methods is one of the present trends in modern statistics. The aim of the project is to apply the methods of combinatorial optimization to problems with motivation in statistics and artificial intelligence.
Department: AS Duration: 2013 - 2016 Grantor: GACR
Decision making (DM) is a targeted choice of actions based on given knowledge and preferences. Normatively, Bayesian DM, maximising expected utility, should be used under uncertainty but this happens less than desirable. Often, imperfection of the DM participant can be blamed as it limits the deliberation effort spent.
Department: AS Duration: 2013 - 2016 Grantor: GACR

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