Efstathios Antoniou

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Associate Professor

International Hellenic University

Greece

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Professors in Fluid Mechanics

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About

Dr. Efstathios Antoniou is an Associate Professor at the International Hellenic University in Greece. His research areas include anomaly detection in multivariate time series, system transformations, and structural invariants in polynomial matrix equivalences. He has recently published articles focusing on innovative methodologies in industrial applications and polynomial system reductions.

Recent Grants

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Numerical and Symbolic Polynomial Methods for Mathematical Systems Theory

Open Date: 2013-09-01

Close Date: 2015-09-01

Articles (4)

Year:

2023

Year:

2021

Year:

2021

Year:

2020

Collaborators (1)

Stavros Vologiannidis

Assistant Professor

International Hellenic University

GREECE

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Efstathios Antoniou

Research Interests

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Recent Grants

Articles (4)

Implementation of a Sequence-to-Sequence Stacked Sparse Long Short-Term Memory Autoencoder for Anomaly Detection on Multivariate Timeseries Data of Industrial Blower Ball Bearing Units

On the reduction of repetitive processes into singular and non-singular Roesser models

Polynomial matrix equivalences: system transformations and structural invariants

On the reduction of 2-D polynomial systems into first order equivalent models

Collaborators (1)

Stavros Vologiannidis

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