Dimitris Kugiumtzis

47 papers C 1Journal 42Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causality from phases of high-dimensional nonlinear systems. Inf. Sci. Ioannis Vlachos, Dimitris Kugiumtzis, Milan Palus
2023	J	`jnl`	Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization. IEEE Trans. Signal Process. Apostolos Evangelidis, Dimitris Kugiumtzis
2023	J	`jnl`	Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets. Entropy Akylas Fotiadis, Ioannis Vlachos, Dimitris Kugiumtzis
2023	J	`jnl`	Information-based estimation of causality networks from high-dimensional multivariate time series. J. Complex Networks Akylas Fotiadis, Dimitris Kugiumtzis
2022	J	`jnl`	Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series. Entropy Maria Papapetrou, Elsa Siggiridou, Dimitris Kugiumtzis
2021	J	`jnl`	Detecting direct causality in multivariate time series: A comparative study. Commun. Nonlinear Sci. Numer. Simul. Angeliki Papana, Elsa Siggiridou, Dimitris Kugiumtzis
2021	J	`jnl`	Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series. IEEE Trans. Signal Process. Elsa Siggiridou, Dimitris Kugiumtzis
2021	J	`jnl`	The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series. Entropy Christos Koutlis, Dimitris Kugiumtzis
2019	J	`jnl`	Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series. Entropy Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Dimitris Kugiumtzis
2019	J	`jnl`	Evaluation of Granger causality measures for constructing networks from multivariate time series. CoRR Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Dimitris Kugiumtzis
2019	J	`jnl`	Evaluation of algorithms for correction of transcranial magnetic stimulation-induced artifacts in electroencephalograms. Medical Biol. Eng. Comput. Pantelis Vafidis, Vasilios K. Kimiskidis, Dimitris Kugiumtzis
2019	J	`jnl`	Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series. Int. J. Neural Syst. Christos Koutlis, Vasilios K. Kimiskidis, Dimitris Kugiumtzis
2019	J	`jnl`	Testing the randomness of correlation networks from multivariate time series. J. Complex Networks Dimitris Chorozoglou, Dimitris Kugiumtzis
2018	J	`jnl`	Decoding Motor Imagery through Common Spatial Pattern Filters at the EEG Source Space. Comput. Intell. Neurosci. Ioannis Xygonakis, Alkinoos Athanasiou, Niki Pandria, Dimitris Kugiumtzis, Panagiotis D. Bamidis
2017	J	`jnl`	Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy. Int. J. Neural Syst. Dimitris Kugiumtzis, Christos Koutlis, Alkiviadis Tsimpiris, Vasilios K. Kimiskidis
2017	J	`jnl`	The Concept of Effective Inflow: Application to Interictal Localization of the Epileptogenic Focus From iEEG. IEEE Trans. Biomed. Eng. Ioannis Vlachos, Balu Krishnan, David Treiman, Konstantinos Tsakalis, Dimitris Kugiumtzis, Leon D. Iasemidis
2016	J	`jnl`	Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model. IEEE Trans. Signal Process. Elsa Siggiridou, Dimitris Kugiumtzis
2016	J	`jnl`	Markov chain order estimation with parametric significance tests of conditional mutual information. Simul. Model. Pract. Theory Maria Papapetrou, Dimitris Kugiumtzis
2015	—	`conf`	Causality networks from multivariate time series and application to epilepsy. EMBC Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Vasilios K. Kimiskidis, Dimitris Kugiumtzis
2015	J	`jnl`	Direct Causal Networks for the Study of Transcranial Magnetic Stimulation Effects on Focal Epileptiform Discharges. Int. J. Neural Syst. Dimitris Kugiumtzis, Vasilios K. Kimiskidis
2015	J	`jnl`	Markov chain order estimation with parametric significance tests of conditional mutual information. CoRR Maria Papapetrou, Dimitris Kugiumtzis
2015	J	`jnl`	Transcranial Magnetic Stimulation Combined with EEG Reveals Covert States of Elevated Excitability in the Human Epileptic Brain. Int. J. Neural Syst. Vasilios K. Kimiskidis, Christos Koutlis, Alkiviadis Tsimpiris, Reetta Kälviäinen, Philippe Ryvlin, Dimitris Kugiumtzis
2014	J	`jnl`	A prediction scheme using perceptually important points and dynamic time warping. Expert Syst. Appl. Prodromos Tsinaslanidis, Dimitris Kugiumtzis
2014	J	`jnl`	Correlation Networks for Identifying Changes in Brain Connectivity during Epileptiform Discharges and Transcranial Magnetic Stimulation. Sensors Elsa Siggiridou, Dimitris Kugiumtzis, Vasilios K. Kimiskidis
2014	J	`jnl`	Investigating long range correlation in DNA sequences using significance tests of conditional mutual information. Comput. Biol. Chem. Maria Papapetrou, Dimitris Kugiumtzis
2014	J	`jnl`	Simulation of multivariate non-gaussian autoregressive time series with given autocovariance and marginals. Simul. Model. Pract. Theory Dimitris Kugiumtzis, Efthimia Bora-Senta
2013	—	`conf`	Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. CinC Alessandro Montalto, Daniele Marinazzo, Dimitris Kugiumtzis, Giandomenico Nollo, Luca Faes
2013	—	`conf`	Dimensionality reduction for enhanced 3D face recognition. IISA Anastasios Drosou, Alkiviadis Tsimpiris, Dimitris Kugiumtzis, Nikos Porfyriou, Dimosthenis Ioannidis, Dimitrios Tzovaras
2013	J	`jnl`	Direct coupling information measure from non-uniform embedding CoRR Dimitris Kugiumtzis
2013	C	`conf`	Geometrical facial feature selection for person identification. FUSION Alkiviadis Tsimpiris, Dimitris Kugiumtzis, Anastasios Drosou, Christos Ilioudis, George Pangalos, Dimitrios Tzovaras
2013	J	`jnl`	Markov Chain Order estimation with Conditional Mutual Information CoRR Maria Papapetrou, Dimitris Kugiumtzis
2013	J	`jnl`	Partial Transfer Entropy on Rank Vectors CoRR Dimitris Kugiumtzis
2013	J	`jnl`	Simulation Study of Direct Causality Measures in Multivariate Time Series. Entropy Angeliki Papana, Catherine Kyrtsou, Dimitris Kugiumtzis, Cees G. H. Diks
2013	J	`jnl`	Transcranial Magnetic Stimulation (TMS) modulates epileptiform discharges in patients with Frontal Lobe epilepsy: a Preliminary EEG-TMS Study. Int. J. Neural Syst. Vasilios K. Kimiskidis, Dimitris Kugiumtzis, Sotirios Papagiannopoulos, Nikolaos Vlaikidis
2012	J	`jnl`	Detection of Direct Causal Effects and Application to epileptic Electroencephalogram Analysis. Int. J. Bifurc. Chaos Angeliki Papana, Dimitris Kugiumtzis, Pål G. Larsson
2012	J	`jnl`	Feature selection for classification of oscillating time series. Expert Syst. J. Knowl. Eng. Alkiviadis Tsimpiris, Dimitris Kugiumtzis
2012	J	`jnl`	Methodological Advances in Brain Connectivity. Comput. Math. Methods Medicine Luca Faes, Ralph G. Andrzejak, Mingzhou Ding, Dimitris Kugiumtzis
2012	J	`jnl`	Nearest neighbor estimate of conditional mutual information in feature selection. Expert Syst. Appl. Alkiviadis Tsimpiris, Ioannis Vlachos, Dimitris Kugiumtzis
2011	J	`jnl`	Estimation of linear trend onset in time series. Simul. Model. Pract. Theory Thanasis Vafeiadis, Efthimia Bora-Senta, Dimitris Kugiumtzis
2010	J	`jnl`	Non-uniform state space reconstruction and coupling detection CoRR Ioannis Vlachos, Dimitris Kugiumtzis
2010	J	`jnl`	Normal correlation coefficient of non-normal variables using piece-wise linear approximation. Comput. Stat. Dimitris Kugiumtzis, Efthimia Bora-Senta
2010	J	`jnl`	Transfer Entropy on Rank Vectors CoRR Dimitris Kugiumtzis
2009	J	`jnl`	Evaluation of Mutual Information estimators for Time Series. Int. J. Bifurc. Chaos Angeliki Papana, Dimitris Kugiumtzis
2008	J	`jnl`	Evaluation of Linear Trend Tests Using Resampling Techniques. Commun. Stat. Simul. Comput. Thanasis Vafeiadis, Efthimia Bora-Senta, Dimitris Kugiumtzis
2006	—	`conf`	Time Series Feature Evaluation in Discriminating Preictal EEG States. ISBMDA Dimitris Kugiumtzis, Angeliki Papana, Alkiviadis Tsimpiris, Ioannis Vlachos, Pål G. Larsson
2001	J	`jnl`	On the Reliability of the surrogate Data Test for nonlinearity in the Analysis of noisy Time Series. Int. J. Bifurc. Chaos Dimitris Kugiumtzis
1994	J	`jnl`	Estimation model for kinematic calibration of manipulators with a parallel structure. J. Field Robotics Dimitris Kugiumtzis, Bjørn Lillekjendlic