Concepedia

Dimitris Kugiumtzis

DK

66

Publications

3K

Citations

30

H-Index

1994

Active since

Affiliations

Aristotle University of Thessaloniki(Current)

Université Paris Nanterre

University of Oslo

Université Paris Cité

University of Macedonia

Dimitris Kugiumtzis is an author at Aristotle University of Thessaloniki specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceFunctional Data AnalysisForecastingNeuroscienceSocial SciencesSignal ProcessingComputational NeuroscienceBusiness

Publications per year

1994–2023

66

Publications

66

State space reconstruction parameters in the analysis of chaotic time series — the role of the time window length

Dimitris Kugiumtzis · Physica D Nonlinear Phenomena · 1996 · 311 citations · Full text

Deterministic Dynamical System, Chaos Theory, Chaotic Time Series +4

Nonuniform state-space reconstruction and coupling detection

Ioannis Vlachos, Dimitris Kugiumtzis · Physical Review E · 2010 · 193 citations · Full text

Engineering, Social Sciences, State Estimation +18

Direct-coupling information measure from nonuniform embedding

Dimitris Kugiumtzis · Physical Review E · 2013 · 147 citations · Full text

Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model

Elsa Siggiridou, Dimitris Kugiumtzis · IEEE Transactions on Signal Processing · 2015 · 131 citations · Full text

Test your surrogate data before you test for nonlinearity

Dimitris Kugiumtzis · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1999 · 127 citations · Full text

Statistical Signal Processing, Engineering, Data Science +12

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