Institute of Information Theory and Automation

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Projects

Decision-support tool for complex industrial processes based on probabilistic data clustering
Dept.: AS Duration: 2000 - 2002
A novel, robust, fast, user-friendly advisory system will be delivered. It will support operators of complex processes in making decisions. The system will guide them through high-dimensional noisy heterogeneous data spaces to successful areas. It will also warn them against dangerous areas. The project will (i) complete the consistent novel probabilistic theory of dynamic adaptive clustering...
Řešení modelovacích úloh a algoritmických problémů bayesovského odhadování v nukleární medicíně a dozimetrii ionizujícího záření
Dept.: AS Duration: 2000 - 2003
Solution of modelling and algorithmic problems of bayesian estimation in nuclear medicine and dosimetry of ionising radiation
Dept.: AS Duration: 2000 - 2003
Research and education center in adaptive systems: a pilot project, RECiAS
Dept.: AS Duration: 1999 - 2001
Decision-support tool for complex industrial processes based on probabilistic data clustering
Dept.: AS Duration: 1998 - 1998
Fault Detection and Isolation - Cooperation with Slovenia
Dept.: AS Duration: 1998 - 2001
Model-based fault detection and isolation for industrial processes
Dept.: AS Duration: 1998 - 2000
Influence of biophysical factors on thyroid cancer treatment
Dept.: AS Duration: 1998 - 2000
Bayesian approximate recursive identification and on-line adaptive control of Markov chains with high order and large state spac
Dept.: AS Duration: 1998 - 2000
Adaptive predictors in signal processing and control are mostly based on autoregresive models with external inputs (ARX). There are, however, applications for which the liminations of ARX models might be significant. When looking for an alternative universal class of models, finite order Markov chains seem to be promising alternative. However, exponential burst of the transition-table...
Quality assurance for processing of data measured for diagnostic and therapeutic purposes in nuclear medicine
Dept.: AS Duration: 1994 - 1996
Institute of Information Theory and Automation