Connectionists: Postdoc / Junior Scientist / Research fellow positions in Complex Networks, Prague, Czech Republic

[Magda Pokorna]

The following positions are open in the department of Complex Systems at 
the Institute of Computer Science, Czech Academy of Sciences, Prague, 
Czech Republic.

Applications for all 4 positions will be reviewed on a rolling 
basis*with a first cut-off point on *30. **9**. 2022.**

 1. *Postdoctoral/Research Fellow position in complex network analysis:
    Critical events detection, Prague, Czech Republic*
    Postdoctoral or Research Fellow position is available to join the
    _Complex Networks and Brain Dynamics group
    <http://cobra.cs.cas.cz/>_for the project: */“Modelling and analysis
    of complex systems for safety of critical infrastructures“/*as part
    of the National Center of Competence – Cybernetics and Artificial
    Intelligence funded by the Technology Agency of the Czech Republic,
    and related projects.The project involves developing, implementing,
    optimizing and applying techniques for detection and prediction of
    critical events and regime transitions and their propagation in
    complex networks, with applications in societally important
    real-world systems such as social and communication networks,
    computer networks and large-scale industrial systems.*For more
    information, conditions and application* see
    https://www.cs.cas.cz/job-offer/NCK-postdoc-positions-Hlinka1/en.

 2. *Postdoctoral / Junior Scientist position in Complex Networks and
    Information Theory, Prague, Czech Republic*
    A Postdoc or Junior Scientistposition is available to join the
    _Complex Networks and Brain Dynamics group
    <http://cobra.cs.cas.cz/>_for the project: /*“Network modelling of
    complex systems: from correlation graphs to information
    hypergraphs“*/**funded by the Czech Science Foundation.The project
    involves developing, optimizing and applying techniques for
    modelling complex dynamical systems beyond the currently available
    methods of complex network analysis and game theory. The project is
    carried out in collaboration with the Artificial Intelligence Center
    of the Czech Technical University. *For more information, conditions
    and application* see
    https://www.cs.cas.cz/job-offer/postdoc-junior-position-Hlinka5-2021/en.


 3. *Postdoctoral / Junior Scientist position in Multimodal Neuroimaging
    Machine Learning, Prague, Czech Republic*
    A Postdoc or Junior Scientistposition is available to join the
    _Complex Networks and Brain Dynamics group
    <http://cobra.cs.cas.cz/>_for the project: /*“Predicting functional
    outcome in schizophrenia from multimodal neuroimaging and clinical
    data“*/funded by the Czech Health Research Council.The project
    involves the development of tools to predict the functional outcome
    of schizophrenia from multimodal neuroimaging, clinical and
    cognitive measurements taken early after disease onset. To overcome
    limitations due to high dimensionality of data, we combine robust
    machine-learning tools, data-driven feature selection and
    theory-based brain network priors. The project is carried out in
    collaboration with the National Institute of Mental Health, using
    its unique large rich imaging, cognitive and biochemical data of
    early stage schizophrenia patients. *For more information,
    conditions and application* see
    https://www.cs.cas.cz/job-offer/postdoctoral-junior-scientist-position-Hlinka2-2022/en.

 4. *Researc**h Fellow / Postdoc positions in Complex Networks and Brain
    Dynamics, Prague, Czech Republic*
    We are looking for new team members to join the _Complex Networks
    and Brain Dynamics group <http://cobra.cs.cas.cz/>_to work on its
    interdisciplinary projects. The group is part of the Department of
    Complex Systems, Institute of Computer Science of the Czech Academy
    of Sciences - based in Prague, Czech Republic,
    _https://www.cs.cas.cz/ <https://www.cs.cas.cz/>_.We focus on the
    development and application of methods of analysis and modelling of
    real-world complex networked systems, with particular interest in
    the structure and dynamics of human brain function. Our main
    research areas are neuroimaging data analysis (fMRI & EEG, iEEG,
    anatomical and diffusion MRI), brain dynamics modelling, causality
    and information flow inference, nonlinearity and nonstationarity,
    graph theory, machine learning and multivariate statistics; with
    applications in neuroscience, climate research, economics and
    general communication networks. *More information about the group at
    *_*http://cobra.cs.cas.cz/* <http://cobra.cs.cas.cz/>_*. **For more
    information, conditions and application* see
    https://www.cs.cas.cz/job-offer/research-fellow-postdoc-position-Hlinka1-2022/en.

*Do not hesitate to contact the **group leader**/ Principal Investigator 
for informal inquiries: Ing. Mgr. Jaroslav Hlinka, Ph.D. 
*_*hlinka[at]cs.cas.cz* <mailto:hlinka at cs.cas.cz>_*, 
*_*http://www.cs.cas.cz/hlinka/*_
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