Institute of Information Theory and Automation

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Department of Adaptive Systems

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The Department of Adaptive Systems focuses predominantly on the design of decision-making systems, which modify their behavior according to the changing properties of their environment. This essential ability – adaptivity – enhances their efficiency. Decades of research have brought a number of conceptual, theoretical, algorithmic, software and application results. The applicability of adaptive systems is currently being extended toward complex scenarios by improving the classical adaptive systems and by developing their new versions.

The departmental “know-how” serves to resolve national as well as international research projects, running in collaboration with industry and government agencies. The interplay between theory and limited computing power is the common issue linking the various project domains. They include traffic control, management and control of technological systems, radiation protection, nuclear medicine, analysis of financial data, electronic democracy, etc. The increasing complexity of the problems addressed directs the main stream of the research toward decentralized control of large-scale systems and normative decision-making with multiple participants.

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Department detail

Prof. Nejat Olgac Mechanical Engineering Department University of Connecticut, Storrs, USA
Seminář proběhl dne 11. května 2017 v čase od 9.30 do 15 hod. v přednáškové místnosti č. 3, v budově ÚTIA AV ČRPod...
The project proposal "Bayesian regularization and inference for linear and bilinear models" by Ondřej Tichý was...
An international workshop in conjunction with the 30th Annual Conference on Neural Information Processing Systems (NIPS...
Ondřej Tichý from Adaptive Systems has successfully defended his PhD thesis "Bayesian Blind Source Separation in...
Ondřej Tichý z oddělení Adaptivních Systémů úspěšně obhájil svoji disertační práci na téma "Bayesian Blind Source...
Ondřej Tichý a Václav Šmídl have been awarded the first prize in the Best UTIA Paper competition for their paper:Tichý...
Ing. Lubomír Bakule CSc.
Ing. Alkomiet Belal
Ing. Květoslav Belda Ph.D.
Ing. Milan Berka
Ing. Josef Böhm CSc.
Ing. Jindřich Bůcha CSc.
Ing. Kamil Dedecius Ph.D.
Dr. Siavash Fakhimi Derakhshan Ph.D.
Ing. Tatiana Valentine Guy Ph.D.
Mgr. Kateřina Henclová (Márová)
Ing. Jitka Homolová Ph.D.
RNDr. Ladislav Jirsa Ph.D.
Ing. Miroslav Kárný DrSc.
Ing. Václav Kůs Ph.D.
Ing. Petr Nedoma CSc.
Ing. Milan Papež
Ing. Lenka Pavelková Ph.D.
Ing. Petr Pecha CSc.
Anthony Paul Quinn
Prof. Oleksandr Rezunenko Ph.D.
RNDr. Vladimíra Sečkárová Ph.D.
Dominika Smolková
Ing. Vít Škvára
Doc. Ing. Václav Šmídl Ph.D.
Ing. Jakub Štěch
Ing. Ondřej Tichý Ph.D.
Ing. Lukáš Ulrych
Ing. Petr Zagalak CSc.
Duration: 2018 - 2020
Optimal processing of distributed knowledge is key agenda in machine learning, signal processing and control, driven by sensor networks for smart environments, autonomous agents and distributed infrastruktures (clouds, Internet) serving the tnternet of things. Nodes may communicate via partially specied probability distributions (moments, etc.).
Duration: 2018 - 2020
Anomaly detection, which aims to identity samples very different from majority, is an important tool of unsupervised data analysis. Currently, most methods for anomaly detection use relatively simple shallow models without any complex layers and hierarchies.
Duration: 2017 - 2021
Objective of the project is to contribute to theoretical and algorithmic development of cooperation and negotiation under complexity and uncertainty. The desired theory should be applicable to decentralised dynamic decision making under a flat cooperation structure without pre-coordination. It will support single agent acting within a network of strategically interacting agents.
Duration: 2016 - 2018
Systems of partial differential equations (PDE) and ordinary differential equations (ODE) are studied from the point of view of Dynamical systems methods. Many problems from biology, chemistry, mechanics, control, information transmission, economics and other fields are changing in time and so they can be described by different types of Dynamical systems.
Duration: 2016 - 2018
Rapid development of information and computer technology as well as availability of multiple, very frequently incompatible, informational sources have caused that decision makers (both humans and devices) are overloaded with information. Their imperfectness (i.e.
Duration: 2014 - 2017
This proposal brings together experts in information theory with experts in atmospheric dispersion modelling, to tackle a particularly difficult and highly relevant scientific problem.
Ing. Alkomiet Belal
Mgr. Kateřina Henclová (Márová)
Ing. Václav Mácha
Ing. Milan Papež
Ing. Vít Škvára
Ing. Jakub Štěch
Ing. Lukáš Ulrych
NIPS 2016 Workshop (Imperfect Decision Makers: Admitting Real-worlds Rationality) , 2016-12-09
An international workshop in conjunction with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016)IMPERFECT DECISION MAKERS: ADMITTING REAL-WORLD RATIONALITYDecember 9, 2016, Barcelona, Spain
ECML Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation , 2013-09-23
An international workshop in conjunction withthe European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013)Scalable Decision Making: Uncertainty, Imperfection, Deliberation (...
NIPS Workshop Decision Making with Multiple Imperfect Decision Makers , 2011-12-16
more info: are invited to participate in the NIPS Workshop DECISION MAKING WITH MULTIPLE IMPERFECT DECISION MAKERS in conjunction with the 25th Annual Conference on Neural Information Processing Systems, which is...
NIPS Workshop Decision Making with Multiple Imperfect Decision Makers , 2010-12-10
more info: NIPS Workshop DECISION MAKING WITH MULTIPLE IMPERFECT DECISION MAKERS at the 24th Annual Conference on Neural Information Processing Systems successfully took place. The Workshop proceedings can be found...
10th International PhD Workshop, Young Generation Viewpoint , 2009-09-22
10th International PhD Workshop, Young Generation Viewpoint took place. Presentations from this workshop are on