Publications
Accepted

A. Papana, C. Kyrtsou, D. Kugiumtzis,
C. Diks, "Assessment of Resampling Methods for Causality Testing: A note on
the US Inflation Behavior", PLOSOne, 2017, accepted.

D. Chorozoglou, D. Kugiumtzis, E. Papadimitriou and G.
Tsaklidis ,
“Ranking of seismic zones in Greece using measures of networks formed from
earthquake historical data”,
EGE2016: 14th International Conference of the Geological Society of Greece,
Thessaloniki, Greece, 2527, 2016, accepted.
Journals

A. Papana, C. Kyrtsou, D. Kugiumtzis,
C. Diks, "Assessment of Resampling Methods for Causality Testing: A note on
the US Inflation Behavior", PLOSOne, 12(7): e0180852, 2017

E. Siggiridou, V.K. Kimiskidis,
D. Kugiumtzis, "Dimension
Reduction of FrequencyBased Direct Granger Causality Measures on Short Time
Series", Journal of Neuroscience Methods,
Vol 289, pp 6474, 2017

D. Kugiumtzis,
Ch.
Koutlis, A.
Tsimpiris,
V. K. Kimiskidis,
"Dynamics
of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in
Genetic Generalized Epilepsy",
International Journal of
Neural Systems, Vol 27(7), 1750037, 2017.

D. Chorozoglou,
D. Kugiumtzis, E. Papadimitriou, "Application
of complex network theory to the recent foreshock sequences of Methoni
(2008) and Kefalonia (2014) in Greece", Acta
Geophysica, 2017, doi:10.1007/s1160001700394

A. Papana, C. Kyrtsou,
D. Kugiumtzis, C.
Diks, "Financial
networks based on Granger causality: A case study",
Physica A: Statistical Mechanics and its Applications, Vol 482, pp 6573,
2017

Vlachos, B. Krishnan, D.M. Treiman, K. Tsakalis,
D. Kugiumtzis,
L. D. Iasemidis, "The
Concept of Effective Inflow: Application to Interictal Localization of the
Epileptogenic Focus from iEEG", IEEE
Transactions on Biomedical Engineering, vol.PP, no.99, pp.11 doi:
10.1109/TBME.2016.2633200, 2017

V.K. Kimiskidis, A. Tsimpiris, P. Ryvlinc, R. Kalviainen, M. Koutroumanidis,
A. Valentin, N. Laskaris, D. Kugiumtzis, "TMS combined with
EEG in Genetic Generalized Epilepsy: A phase II diagnostic accuracy study",
Clinical Neurophysiology, Vol 128(2), pp 367–381, 2017 [See
Editorial, pages 365–366].

C. Koutlis, D. Kugiumtzis, "Discrimination of Coupling
Structures using Causality Networks from Multivariate Time Series", Chaos,
26, 093120,
2016.

A. Tsaira, P. Karagiannidis,
M. Sidira,
S. Kassavetis,
D. Kugiumtzis,
S. Logothetidis,
O. Naka, A. L. Pissiotis,
K. Michalakis,
"Theoretical Considerations and a Mathematical Model
for the Analysis of the Biomechanical Response of Human Keratinized Oral
Mucosa", Frontiers in Physiology,
Vol 7, Article No 364, 2016

G. Koufos, L. de
Bonis, D. Kugiumtzis, “New material of the
hominoid Ouranopithecus
macedoniensis from the Late Miocene of
Axios valley
(Macedonia, Greece) with some remarks on its sexual dimorphism”, Folia
Primatologica,
Vol 87, pp 94122, 2016

E. Siggiridou,
D. Kugiumtzis, "Granger
Causality in Multivariate Time Series using a Time Ordered Restricted
Vector Autoregressive Model", IEEE Transactions on Signal Processing,
Vol 64(7), pp 17591773, 2016

A. Papana, C. Kyrtsou, D. Kugiumtzis, C. Diks, "Detecting
causality in nonstationary time series using Partial Symbolic Transfer
Entropy: Evidence in financial
data", Computational Economics, Vol 47(3),
pp 341365,
2016

M. Papapetrou,
D. Kugiumtzis,
"Markov chain order estimation with parametric significance tests of
conditional mutual information", Simulation Modelling
Practice and Theory, Vol 61, pp 113, 2015 [arXiv:1511.02339]

V. Papaliagkas, Z. Kouvatsou, E. Masoura, C. Koutlis,
E. Siggiridou, M. Karagianni, G. Zafeiridou, MH. Kosmidis, G. Kioseoglou,
D. Kugiumtzis,
V.K. Kimiskidis, "Correlating cognitive status with electrophysiological
brain networks: an exploratory study in patients with Multiple Sclerosis",
Hellenic Journal of Nuclear Medicine, Vol 18, pp 4650, 2015.

G. Papadopoulos,
D. Kugiumtzis, "Estimation
of connectivity measures in gappy time series", Physica A,
Vol 346, pp 387398,
2015 [arXiv:1505.00003]

V. K. Kimiskidis,
Ch.
Koutlis, A.
Tsimpiris,
Reetta Kälviäinen, P. Ryvlin,
D. Kugiumtzis,
"Transcranial
Magnetic Stimulation Combined with EEG
Reveals
Covert States of Elevated Excitability
in the
Human Epileptic Brain",
International Journal of
Neural Systems, Vol 25(5), 1550018, 2015.

D. Kugiumtzis, V. K. Kimiskidis, "Direct
causal networks for the study of transcranial magnetic stimulation effects
on focal epileptiform discharges", International Journal of Neural
Systems, Vol 25, 1550006,
2015.

A. Tsouknidas,
E. Lympoudi, K. Michalakis, D. Giannopoulos, N. Michailidis, A. Pissiotis,
D. Fytanidis, D. Kugiumtzis, "Influence
of Alveolar Bone Loss and Different Alloys on the Biomechanical Behavior of
Internaland ExternalConnection Implants: A ThreeDimensional Finite
Element Analysis",
The
International Journal of Oral & Maxillofacial Implants, Vol 30(3),
e30e42, 2015

L. Faes,
D.
Kugiumtzis, G.
Nollo, F.
Jurysta, D.
Marinazzo,
"Estimating
the decomposition of predictive information in multivariate systems",
Physical Review E, Vol 91(3), 032904, 2015
 M. Papapetrou and
D. Kugiumtzis, "Investigating
long range correlation in DNA sequences using significance tests of
conditional mutual information",
Computational Biology and Chemistry,
Vol 53A, pp 3242, 2014
 E. Siggiridou,
D. Kugiumtzis
and V. K. Kimiskidis, "Correlation
Networks for Identifying Changes in Brain Connectivity during Epileptiform
Discharges and Transcranial Magnetic Stimulation",
Sensors, Vol 14, 1258512597,
doi:10.3390/s140712585, 2014

P.
E. Tsinaslanidis, D. Kugiumtzis,
"A Prediction Scheme Using
Perceptually Important Points and Dynamic Time Warping",
Expert Systems with
Applications, Vol 41, No 15, 68486860, 2014
 D. Kugiumtzis, E. BoraSenta,
"Simulation
of Multivariate NonGaussian Autoregressive Time Series with Given
Autocovariance and Marginals",
Simulation
Modelling Practice and Theory, Vol 44, 42–53, 2014 [arxiv:
1403.3231]

I. Vlachos,
D.
Kugiumtzis, "BackwardinTime Selection of the Order of Dynamic
Regression Prediction Model",
Journal of Forecasting, Vol 32, No 8, pp
685701, 2013 [arxiv:
1301.2410]

A. Papana, C. Kyrtsou, D. Kugiumtzis, C.
Diks, "Simulation Study of Direct Causality Measures in Multivariate Time
Series",
Entropy,
15(7), 26352661, 2013.

D.
Kugiumtzis, "Partial Transfer Entropy on Rank Vectors",
The European Physical Journal Special Topics, Vol 222, No 2, pp 401420, 2013 [arxiv:
1303.6454]

D.
Kugiumtzis, "Direct coupling information measure from
nonuniform embedding",
Physical Review E, Vol 87, 062918, 2013 [arxiv:
1305.6204]
[the algorithm in matlab]

V. K. Kimiskidis, D. Kugiumtzis, S.
Papagiannopoulos, N. Vlaikidis, "Transcranial
Magnetic Stimulation (TMS) Modulates Epileptiform Discharges in Patients
with Frontal Lobe Epilepsy: a Preliminary EEG–TMS Study",
International Journal of Neural Systems,
Vol 23,
1250035, 2013

M. Papapetrou, D. Kugiumtzis, "Markov
chain order estimation with conditional mutual information",
Physica
A, Vol 392, 1593–1601, 2013 [arxiv:
1301.0148]

A. Papana, D. Kugiumtzis,
P.G. Larsson, "Detection of Direct Causal Effects and
Application in the Analysis of Electroencephalograms from Patients with
Epilepsy",
International
Journal of Bifurcation and Chaos,
Vol. 22, No. 9, 1250222,
2012

D. Kugiumtzis
"Transfer
Entropy on Rank Vectors", Journal of Nonlinear Systems and
Applications, Vol 3, No 2, pp 7381, 2012 [arxiv:1007.0394]

A. Tsimpiris, I. Vlachos,
D. Kugiumtzis, "Nearest
neighbor estimate of conditional mutual information in feature selection", Expert Systems with
Applications, Vol 39,
pp 1269712708, DOI: 10.1016/j.eswa.2012.05.014, 2012

A. Tsimpiris,
D. Kugiumtzis, "Feature
Selection for Classification of Oscillating Time Series", Expert
Systems, Vol 29, No 5, pp 456477, 2012

N. Kouvaris,
D. Kugiumtzis, A. Provata,
"Species mobility induces synchronization in chaotic population dynamics",
Physical Review E,
Vol 84, 036211, 2011
 J.M. Halley and
D.Kugiumtzis, "Nonparametric
testing of variability and trend in some climatic records",
Climatic Change,
Vol 109, Νο 34, pp
549568,
2011
 Τ. Vafeiadis, Ε. BoraSenta,
D.
Kugiumtzis, "Estimation
of linear trend onset in time series",
Simulation Modelling Practice and Theory, Vol 19, No 5, pp 13841398, 2011
 A. Papana, D. Kugiumtzis,
P.G. Larsson, "Reducing
the Bias of Causality Measures", Physical Review E,
Vol 83, 036207, 2011
[arxiv:1101.3532]
 D. Kugiumtzis, E. BoraSenta, "Gaussian
Analysis of NonGaussian Time Series", Brussels Economic Review,
Vol 53, No 2, pp 295322, 2010.
 I. Vlachos, D.
Kugiumtzis, "Nonuniform
state space reconstruction and coupling detection",
Physical Review E, Vol 82, 016207, 2010 [arxiv:1007.0394]
 D. Kugiumtzis
and E. BoraSenta, "Normal
correlation coefficient of nonnormal variables using piecewise linear
approximation", Computational Statistics, Vol 25, No 4, 645662,
DOI: 10.1007/s0018001001953, 2010
 D. Kugiumtzis and A. Tsimpiris, "Measures
of Analysis of Time Series (MATS): A MATLAB Toolkit for Computation of
Multiple Measures on Time Series Data Bases", Journal of Statistical
Software, Vol. 33, Issue 5, 2010
 N. Kouvaris, A. Provata and D. Kugiumtzis,
"Detecting
synchronization in coupled stochastic ecosystem networks",
Physica A, Vol 374, No 4, pp 507  515, 2010
 A. Papana and D. Kugiumtzis,
"Evaluation of Mutual Information Estimators for Time Series",
International
Journal of Bifurcation and Chaos, Vol 19, No 12, pp 4197  4215, 2009
 D. Kugiumtzis,
"Local
Prediction of Turning Points of Oscillating Time Series", Physical
Review E, Vol 78, 036206, 2008 [arXiv:0808.0830].
 A. Papana, D.
Kugiumtzis, "Evaluation
of mutual information estimators on nonlinear dynamic systems",
Nonlinear Phenomena in Complex Systems, Vol 11, No 2, pp 225232, 2008.
[arXiv:0809.2149v1]
 I. Vlachos, D.
Kugiumtzis, "State
Space Reconstruction for Multivariate Time Series Prediction",
Nonlinear Phenomena in Complex Systems, Vol 11, No 2, pp 241249, 2008.
[arXiv:0809.2220v1]
 D. Kugiumtzis, "Evaluation
of Surrogate and Bootstrap Tests for Nonlinearity in Time Series",
Studies in Nonlinear Dynamics & Econometrics, Vol 12, No 1, Art No 4,
2008.
 T. Vafeiadis, E.
BoraSenta and D. Kugiumtzis, "Evaluation
of Linear Trend
Tests Using
Resampling Techniques",
Communications in Statistics  Simulation and Computation, Vol 37, pp
117, 2008.
 D. Kugiumtzis,
I. Vlachos, A. Papana
and P.G. Larsson,
"Assessment
of Measures of Scalar Time Series Analysis in Discriminating Preictal States",
International Journal of Bioelectromagnetism, Vol 9, No 3, pp
134145, 2007
 D. Kugiumtzis and A. Provata, “Statistical
analysis of Gene and Intergenic DNA Sequences”, Physica A, Vol
342, No 34, pp 623 638, 2004 [arXiv:qbio/0404024]
 D. Kugiumtzis, A. Kehagias, E. C.
Aifantis, and H. Neuhäuser, “Statistical
analysis of the extreme values of stress time series from the Portevin–Le
Châtelier effect”, Physical Review E, Vol 70, No 3, 036110, 2004
 D. Kugiumtzis and C. Aifantis, “Statistical
analysis for long term correlations in the stress time series of jerky flow”,
Journal of Mechanical Behaviour of Materials, Vol 15, No 3, pp
135147, 2004 [arXiv:physics/0405097]
 D. Kugiumtzis, "Statically
Transformed Autoregressive Process and Surrogate Data Test for Nonlinearity",
Physical Review E, Vol 66, 025201, 2002 [arXiv:nlin/0110025]
[The
algorithm in matlab]
 D. Kugiumtzis,
"On
the Reliability of the Surrogate Data Test for Nonlinearity in the Analysis
of Noisy Time Series", International Journal of Bifurcation and Chaos,
Vol. 11, No. 7, pp 18811896, 2001.

D. Kugiumtzis,
"Surrogate Data Test
for Nonlinearity Including Nonmonotonic Transforms", Physical Review
E, Vol 62, No 1, pp 25  28, 2000. [The
algorithm in matlab]

D. Kugiumtzis,
"Test Your
Surrogate Data before You Test for Nonlinearity", Physical Review E,
Vol 60, No 3, pp 2808  2816, 1999 [arXiv:physics/9905021]
 G. P. Pavlos, M. A.
Athanasiu, D. Kugiumtzis, N. Hantzigeorgiu, A. G. Rigas, and E. T.
Sarris, "Nonlinear
analysis of Magnetospheric data. P. I. Geometric characteristics of the AE
index time series and comparison with nonlinear surrogate data",
Nonlinear Processes in Geophysics, Vol 6, pp 51  65, 1999.
 G. P. Pavlos, D.
Kugiumtzis, M. A. Athanasiu, N. Hantzigeorgiu, D. Diamantidis, and E. T.
Sarris, "Nonlinear
analysis of Magnetospheric data. P. II. Dynamical characteristics of the AE
index time series and comparison with nonlinear surrogate data",
Nonlinear Processes in Geophysics, Vol 6, pp 79  98, 1999.

D. Kugiumtzis,
O. C. Lingjζrde, and N. Christophersen, "Regularized
Local Linear Prediction of Chaotic Time Series", Physica D, Vol
112, pp 344  360, 1998.

D. Kugiumtzis,
"Correction
of the Correlation Dimension for Noisy Time Series", International
Journal of Bifurcation and Chaos, Vol 7, No 6, pp 1283  1294, 1997.

D. Kugiumtzis,
"Assessing
Different Norms in Nonlinear Analysis of Noisy Time Series", Physica
D, Vol 105, pp 62  78, 1997.
 T. Aasen, D.
Kugiumtzis, and S.H.G. Nordahl, "Procedure
for Estimating the Correlation Dimension of Optokinetic Nystagmus Signals",
Computers and Biomedical Research, Vol 30, pp 95  116, 1997.

D. Kugiumtzis,
"State
Space Reconstruction Parameters in the Analysis of Chaotic Time Series  the
Role of the Time Window Length", Physica D, Vol 95, pp 1328,
1996. [arXiv:compgas/9602002]

D. Kugiumtzis,
B. Lillekjendlie and N. Christophersen, "Chaotic
time series  Part I: Estimation of some invariant properties in state space",
Modeling, Identification and Control, Vol 15, No 4, pp 205224, 1994.
[arXiv:chaodyn/9401004]
 B. Lillekjendlie,
D. Kugiumtzis and N. Christophersen, "Chaotic
time series  Part II: System identification and prediction",
Modeling, Identification and Control, Vol 15, No 4, pp 225243, 1994. [arXiv:chaodyn/9401003]

D. Kugiumtzis
and B. Lillekjendlie, "Estimation
models for kinematic calibration and manipulators with a parallel structure",
Journal of Robotics Research, Vol 11, No 5, pp 399410, 1994.
Chapters in Books
 A. Tsimpiris and
D. Kugiumtzis, "EEG
features as biomarkers for discrimination of preictal states". In M.P.
Pardalos, P. Xanthopoulos, and M. Zervakis, editors,
Data Mining for
Biomarker Discovery, Vol 65 of Springer Optimization and Its
Applications, chapter 3, Springer, 31 – 56, 2012.
 D. Kugiumtzis, "State
Space Local Linear Prediction", in "Modelling and Forecasting Financial
Data, Techniques of Nonlinear Dynamics", edited by A. Soofi and L. Cao,
Kluwer Academic Publishers, 2002, Chp 4, pp 95  113.
 D. Kugiumtzis, "Surrogate
Data Test on Time Series", in "Modelling and Forecasting Financial Data,
Techniques of Nonlinear Dynamics", edited by A. Soofi and L. Cao, Kluwer
Academic Publishers, 2002, Chp 12, pp 267  282.
Proceedings of International
Conferences

E.
Siggiridou, Ch.
Koutlis, A.
Tsimpiris, V.K.
Kimiskidis and D.
Kugiumtzis,
“Causality networks from multivariate time series and application to
epilepsy”, in Engineering in Medicine and Biology Society (EMBC),
2015 37th Annual International Conference of the IEEE, pp. 40414044,
2529 Aug. 2015.
 A. Papana, C. Kyrtsou, D.
Kugiumtzis and C. Diks.
Comparison of resampling techniques for noncausality hypothesis. Topics
in Statistical Simulation: Research papers from the 7th International
Workshop on Statistical Simulation (Springer Proceedings in Mathematics and
Simulations), Vol. 114, p.419430, 2014.
 A. Papana,
D. Kugiumtzis, C. Kyrtsou, "A
Nonparametric Causality
Τest: Detection of Direct Causal
Effects in Multivariate
Systems
Using Corrected Partial Transfer Entropy", Topics in NonParametric Statistics, eds M.
Akritas, S. N. Lahiri, D. Politis, Springer Proceedings
in Mathematics and Statistics, Vol. 74, pp 197206, 2014.
 C. Koutlis and
D. Kugiumtzis, "Discriminating
dynamic regimes using measures of causality networks from multivariate time
series", 2014 International Symposium on Nonlinear
Theory and its Applications (NOLTA 2014), Luzern, 225228, 2014
 D. Chorozoglou and
D. Kugiumtzis, "Testing
the randomness of causality networks from multivariate time series",
2014 International Symposium on Nonlinear Theory and its
Applications (NOLTA 2014), Luzern, 229232, 2014
 P. Laiou, R. G.
Andrzejak, D. Kugiumtzis, "Evaluation
of Causality Measures Based on NonUniform Embedding Schemes with
Application to the Cardiovascular System",
Proceedings of the
8th Conference of the
European Study Group on Cardiovascular Oscillations, ESGCO 2014,
Art No 6847601, pp 225226, 2014
 A. Montalto, D. Marinazzo, D. Kugiumtzis,
G. Nollo, L. Faes, "Comparing
modelfree and modelbased transfer entropy estimators in cardiovascular
variability", Computing in Cardiology Conference (CinC),
pp.747750, 2013
 A.Tsimpiris, D. Kugiumtzis, A. Drosou,
C. Ilioudis, G. Pangalos, D. Tzovaras, "Geometrical
facial feature selection for person identification", Information
Fusion (FUSION), 2013 16th International Conference on, pp.730735, 2013
 A. Drosou, A. Tsimpiris, D. Kugiumtzis,
N. Porfyriou, D. Ioannidis and D. Tzovaras, "Dimensionality
reduction for enhanced 3D face recognition," Information, Intelligence,
Systems and Applications (IISA), 2013 Fourth International Conference on, pp.18, 2013
 A. Papana, D. Kugiumtzis, "Rendering
Statistical Significance of Information Flow Measures",
CHAOS THEORY Modeling, Simulation and Applications, Selected Papers from
the 3rd Chaotic Modeling and Simulation International Conference
(CHAOS2010), Chania, Crete,
pp 289296, 2010
 D. Kugiumtzis, "EntropyBased
Measures of Causality and Application to Epilepsy", Electronic Proceedings of the International
Symposium on Nonlinear Theory and Applications (NOLTA2010), Krakow Poland, 2010.
 A.
Papana, D. Kugiumtzis
and
P.G. Larsson. "Directed coupling measures for interhemisheric information
flow from epileptic EEG". XII Mediterranean Conference on
Medical and Biological
Engineering and
Computing (Medicon
2010), 2730 May, Porto Carras, Chalkidiki, Greece, 2010.
 A.
Tsimpiris, D. Kugiumtzis
and
P.G. Larsson. "Discrimination of epileptic preictal states using feature
based clustering on EEG". XII Mediterranean Conference on
Medical and Biological
Engineering and
Computing (Medicon
2010), 2730 May, Porto Carras, Chalkidiki, Greece, 2010.
 D. Kugiumtzis, "Improvement
of symbolic transfer entropy", Electronic Proceedings of The
3rd International Conference on Complex Systems and Applications, Le Havre,
France, June 29 – July 2, 2009
 I. Vlachos and D.
Kugiumtzis, "State
Space Reconstruction from Multiple Time Series", Topics on
Chaotic Systems, Selected Papers from CHAOS 2008 International Conference,
36 June, Chania, Crete, pp. 378–387, World Scientific.
 A. Papana and D. Kugiumtzis, "Detection
of Directionality of Information Transfer in Nonlinear Dynamical Systems",
Topics on Chaotic Systems, Selected Papers from CHAOS 2008 International
Conference, 36 June, Chania, Crete, pp. 251–264, World Scientific.
 D. Kugiumtzis, and
I. Vlachos, "Turning Point Prediction of Oscillating Time Series using Local
Dynamic Regression Models", Electronic Proceedings of the International
Symposium on Nonlinear Theory and Applications (NOLTA2008), Budapest, 2008.
[arXiv:0809.2229v1]
 D. Kugiumtzis,
I. Vlachos, A. Papana
and P.G. Larsson,
"Assessment
of Measures of Scalar Time Series Analysis in Discriminating Preictal States",
NEUROMATH Workgroup meeting and Workshop, Rome 24 December, 2007.
 D.
Kugiumtzis, A. Papana, A. Tsimpiris,
I. Vlachos and P.G. Larsson, "Time
series feature evaluation in discriminating preictal EEG states",
Lecture Notes in Computer Science,
Vol 4345, pp
298310, 2006.
 A. Tsimpiris and D.
Kugiumtzis, "Clustering of Oscillating Dynamical Systems from Time
Series Data Bases", Electronic Proceedings of the International Workshop on
Knowledge Extraction and Modeling, Capri, Italy, 2006.
 D. Kugiumtzis, E. BoraSenta,
"Gaussian Modelling of NonGaussian Time Series", Proceedings of the 18th
International Workshop on Statistical Modelling, Leuven, Belgium, July 7 –
11, 2003, Edited by G. Verbeke, G. Molenberghs, M. Aerts, S. Fieuws,
Katholieke Universiteit Leuven, 2003, pp 239  243.
 D. Kugiumtzis, "Surrrogate Data Test
for Nonlinearity: A New Approach", Attractors, Signals and Synergetics,
Proceedings of the 1st European Interdisciplinary School on Nonlinear
Dynamics for System and Signal Analysis, EUROATTRACTOR 2000, Warsaw, June 6
 15, 2000, Edited by W. Klonowski, Pabst Science Publishers, 2002, pp
326  337.
 D. Kugiumtzis, "Complications
in Applying the Method of Surrogate Data to EEG", Proceedings of the
1999 Workshop ''Chaos in Brain?'', World Scientific, Singapore, pp 230 
233, 2000.
 D. Kugiumtzis, and P. G. Larsson, "Linear
and Nonlinear Analysis of EEG for the Prediction of Epileptic Seizures",
Proceedings of the 1999 Workshop ''Chaos in Brain?'', World
Scientific, Singapore, pp 329  333, 2000.
Proceedings of National
Conferences

D. Chorozoglou, D. Kugiumtzis, E. Papadimitriou, "Seismic
Hazard Assessment of Earthquakes in Greece using Directed Earthquake
Networks", Proceedings of the
29th Panhellenic Statistics Conference, pp.283298, 2017

E. Siggiridou,
D. Kugiumtzis,
V. Kimiskidis, "Epileptic
discharges and transcranial magnetic stimulation (TMS): detection of
differences by correlation estimation in multichannel electroencephalograms",
Proceedings of the
25th Greek Statistical Conference,
Volos, Greece,
pp 217226, 2012 (in Greek)

S. Euaggelopoulou, P. Biskas,
D. Kugiumtzis, "Granger
causality test for seasonal multivariate time series and application to the
electricity market of Italy",
Proceedings of the
25th Greek Statistical Conference,
Volos, Greece,
pp 7383, 2012 (in Greek)

P. Damos,
D. Kugiumtzis, "Autoregressive
stochastic prediction models for insect populations",
Proceedings of the
25th Greek Statistical Conference,
Volos, Greece,
pp 4453, 2012 (in Greek)

M.
Papapetrou, D. Kugiumtzis, "Markov
chain order estimation with conditional mutual information",
Proceedings of the
24th Greek Statistical Conference,
Patras, Greece,
pp 262270, 2011 (in Greek)

E. Siggiridou,
D. Kugiumtzis, E. BoraSenta, "Investigation
of statistical significance of correlation between time series for the
construction of networks",
Proceedings of the
24th Greek Statistical Conference,
Patras, pp 329337, Greece,
2011 (in Greek)

A. Papana,
D. Kugiumtzis, "Detection of
direct coupling in multivariate systems",
Proceedings of the
24th Greek Statistical Conference,
Patras, Greece,
pp 254261, 2011 (in Greek)

Th. Vafeiadis,
E. BoraSenta
and
D. Kugiumtzis, "Detection
of the number of linear trend change points and their location in time
series", Proceedings of the
23th Greek Statistical Conference, Veria, Greece, pp
68  76,
2010 (in Greek).
 A. Tsimpiris
and D. Kugiumtzis, "Classification
of time series with proper feature selection",
Proceedings of the
23th Greek Statistical Conference,
Veria, Greece, pp 329  337,
2010 (in Greek).
 Th. Vafeiadis,
E. BoraSenta
and
D. Kugiumtzis, "Estimation
trend onset point in time series",
Proceedings of the
22th Greek Statistical Conference,
Chania, Greece, pp 55  64,
2009 (in Greek).
 M. Papapetrou, G. Tsaklidis,
D. Kugiumtzis, "Long
range correlation in binary Markov chains and in the DNA sequence",
Proceedings of the
22th Greek Statistical Conference,
Chania, Greece, pp 157  166,
2009 (in Greek).
 I. Vlachos
and D. Kugiumtzis, "Detection
of change of the dynamic regimes in oscillating time series from oscillating
characteristics",
Proceedings of the
21th Greek Statistical Conference,
Samos, Greece, pp 97  106,
2008 (in Greek).
 A. Papana
and D. Kugiumtzis,
"Detection
of change of the dynamic regime with information measures",
Proceedings of the 21th Greek Statistical
Conference, Samos, Greece, pp
249  258, 2008 (in
Greek)
 I. Vlachos
and D. Kugiumtzis, "Optimization
of prediction in multivariate time series with dynamic regression models",
Proceedings of the 20th Greek Statistical
Conference, Nicosia, Cyprus, pp
121  128, 2007 (in Greek).
 A. Papana
and D. Kugiumtzis,
"Evaluation
of histogrambased estimators of mutual information in time series",
Proceedings of the 20th Greek Statistical
Conference, Nicosia, Cyprus, pp
329  336,
2007 (in Greek).
 Th. Vafeiadis,
E. BoraSenta
and
D. Kugiumtzis,
"Detection
of turning point of trend in time series",
Proceedings of the
20th Greek Statistical Conference,
Nicosia, Cyprus, pp 113 
120, 2007
(in Greek).
 D. Kugiumtzis and E. BoraSenta,
"Randomization
test for system identification on nonGaussian time series",
Proceedings of the 19th Greek Statistical
Conference, Kastoria, pp 249 
256, 2006 (in Greek).
 I. Vlachos
and D. Kugiumtzis,
"Granger
causality and prediction of multivariate time series of
oscillating features",
Proceedings of the 19th Greek Statistical
Conference, Kastoria, pp 147 
154, 2006 (in Greek)
 A. Papana
and D. Kugiumtzis,
"Linear
and nonlinear correlation measures of time series for seizure prediction",
Proceedings of the 19th Greek Statistical
Conference, Kastoria, pp 415 
423, 2006 (in Greek).
 D. Kugiumtzis and E. BoraSenta,
"'Gaussian'
Correlation Coefficient of nonGaussian Variables",
Proceedings of the 18th Greek Statistical
Conference, Rhodes, pp 191  200, 2005 (in Greek).
 A. Papana and D. Kugiumtzis,
"Cumulative
Mutual Information Function as a Statistic for the Test for Nonlinearity on
Time Series",
Proceedings of
the 18th Greek Statistical Conference, Rhodes, pp 315  325, 2005 (in Greek).
 D. Kugiumtzis,
"Nonlinear Analysis of Time Series", Proceedings of the 18th Summer School
and Greek Conference on Nonlinear Science and Complexity, Volos, pp 319 
342, 2005 (in Greek).
 D. Kugiumtzis and E. BoraSenta,
"Correlation of NonGaussian Variables: Application to Marketing Indices",
Proceedings of Scientific Congress on Technologies and Marketing, Ierapetra
Crete, 19 – 20 May 2005, pp 202 – 210, 2005.
 D. Kugiumtzis and E. BoraSenta, "Linear
Modeling of NonGaussian Time Series by Transformation to Gaussian",
Proceedings of the 17th Greek Statistical Conference, Lefkada, pp 243  250,
2004 (in Greek).
 D. Kugiumtzis and Ath. Kehagias,
"Bounded Random Walk of Alternating Direction: a Model for Oscillating Time
Series", Proceedings of the 16th Greek Statistical Conference, Kavala, 30
April – 3 May, pp 271, 2003 (in Greek).
 D. Kugiumtzis, "Nonlinearity Test
with Surrogate Data", Proceedings of the 15th Greek Statistical Conference,
Ioannina, 8 – 11 May, pp 363, 2002 (in Greek).
 D. Kugiumtzis, E. Aifantis, "Time
Series Analysis and the Deterministic Structure of the PLC Effect",
Proceedings of the 6th National Congress of Mechanics, Thessaloniki, 19  21
July 2001, Edited by E.C. Aifantis, A.N. Kounadis, 2001, Vol. III, pp 29
 34.
 D. Kugiumtzis, "State
Space Reconstruction in the Prediction of Chaotic Time Series with Neural
Nets", Proceedings of the Norwegian Neural Network Symposium,
1994.
Research Reports
 C.G.H. Diks, D. Kugiumtzis, K. Kyrtsou,
A. Papana., "Identifying
causal relationships in case of nonstationary time series", CeNDEF
Working paper 1409 University of Amsterdam, 2014
 C.G.H. Diks, D. Kugiumtzis, K. Kyrtsou,
A. Papana., "Assessment
of Resampling Methods for Causality Testing", CeNDEF Working paper 1408
University of Amsterdam, 2014
 C.G.H. Diks,
D.
Kugiumtzis, Κ.
Kyrtsou and
Papana A., "Partial
Symbolic Transfer Entropy", CeNDEF Working paper 1316 University of
Amsterdam, 2013
 D. Kugiumtzis, and P. G. Larsson, "Prediction
of Epileptic Seizures with Linear and Nonlinear Analysis of EEG",
preprint mpipks/9910008
 D. Kugiumtzis, and M. A. Boudourides,
"Chaotic Analysis
of Internet Data: Just a Random Number Generator?", contributed paper
for the Meeting SOEIS at Bielefeld, March 27  28, 1998.
 D. Kugiumtzis and N.
Christophersen, "State
space reconstruction: method of delays vs singular spectrum approach",
Research Report No 236, 08063036, Dept of Informatics, University of Oslo,
February 1997.
Last updated
16/9/2016