Dimitris Kugiumtzis

Aristotle University of Thessaloniki — Greece

Economics, Econometrics and Finance · Social Sciences

32h-index3.8kcitations146works1.92yr avg
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Research Topics

Complex Systems and Time Series Analysis(70), Chaos control and synchronization(37), Neural Networks and Applications(34), Neural dynamics and brain function(27), Functional Brain Connectivity Studies(23)

Publications146 total

Resting EEG partial coherence demonstrates increased <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si34.svg"> <mml:mrow> <mml:mrow> <mml:mi mathvariant="bold-italic">γ</mml:mi> </mml:mrow> </mml:mrow> </mml:math> range central functional connectivity in amnestic mild cognitive impairment
Brain Research·2025Open Access
Causality from phases of high-dimensional nonlinear systems
Information Sciences·2024· 2 citedOpen Access
Predicting binary neutron star postmerger spectra using artificial neural networks
Physical review. D/Physical review. D.·2024· 4 cited
Editorial: Reviews in networks in the brain system
Frontiers in Network Physiology·2024Open Access
On the Validity of Granger Causality for Ecological Count Time Series
Econometrics·2024· 5 citedOpen Access
The causality measure of partial mutual information from mixed embedding (PMIME) revisited
Chaos An Interdisciplinary Journal of Nonlinear Science·2024· 2 cited
Perception of Dental and Smile Esthetics by Orthodontists and Prosthodontists: A Pilot Study
The International Journal of Prosthodontics·2024
Information-based estimation of causality networks from high-dimensional multivariate time series
Journal of Complex Networks·2023· 1 citedOpen Access
Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions
Chaos An Interdisciplinary Journal of Nonlinear Science·2023· 20 citedOpen Access
Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets
Entropy·2023· 10 citedOpen Access
Auditory Fine-Tuned Suppressor of TMS-Clicks (TMS-Click AFTS): A Novel, Perceptually Driven/Tuned Approach for the Reduction in AEP Artifacts in TMS-EEG Studies
Applied Sciences·2023· 2 citedOpen Access
Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization
IEEE Transactions on Signal Processing·2023· 8 cited
Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series
Entropy·2022· 8 citedOpen Access
The Relation between Induced Electric Field and TMS-Evoked Potentials: A Deep TMS-EEG Study
Applied Sciences·2022· 6 citedOpen Access
Identification of causal relationships in non-stationary time series with an information measure: Evidence for simulated and financial data
Empirical Economics·2022· 3 cited
A Novel, Modular and Hybrid Method and Software for the Reduction of AEP Artifacts in TMS-EEG Studies
Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science·2022Open Access
Phase-based causality analysis with partial mutual information from mixed embedding
Chaos An Interdisciplinary Journal of Nonlinear Science·2022· 16 cited
Removing artifacts from TMS-evoked EEG: A methods review and a unifying theoretical framework
Journal of Neuroscience Methods·2022· 51 cited
TMS-induced brain connectivity modulation in Genetic Generalized Epilepsy
Clinical Neurophysiology·2021· 16 cited
Comparison of Causality Network Estimation in the Sensor and Source Space: Simulation and Application on EEG
Frontiers in Network Physiology·2021· 12 citedOpen Access
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Frequent Co-authors

Vasilios Κ. Kimiskidis(9), Angeliki Papana(6), Alkiviadis Tsimpiris(5), Ioannis Vlachos(4), Catherine Kyrtsou(4), Cees Diks(4), Christos Koutlis(4), Nils Christophersen(3), Elsa Siggiridou(2), Luca Faes(2), Bjørn Lillekjendlie(2), Pål G. Larsson(2), Philippe Ryvlin(2), Reetta Kälviäinen(2), G. P. Pavlos(2), M. A. Athanasiu(2), Nick Hatzigeorgiu(2), E. T. Sarris(2), D. Chorozoglou(2), Eleftheria Papadimitriou(2)