George Tzagkarakis

Orcid: 0000-0002-4099-691X

According to our database1, George Tzagkarakis authored at least 56 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Taming impulsive high-frequency data using optimal sampling periods.
Ann. Oper. Res., February, 2024

2023
Predicting the state of synchronization of financial time series using cross recurrence plots.
Neural Comput. Appl., September, 2023

Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection.
IEEE Trans. Knowl. Data Eng., June, 2023

Age of Incorrect Information With Hybrid ARQ Under a Resource Constraint for N-ary Symmetric Markov Sources.
CoRR, 2023

2022
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis.
Biomed. Signal Process. Control., 2022

Graph denoising of impulsive EEG signals and the effect of their graph representation.
Biomed. Signal Process. Control., 2022

2021
Robust nonlinear compressive sampling using symmetric alpha-stable distributions.
Signal Process., 2021

2020
Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures.
Sensors, 2020

Smart Water Distribution Networks to Reduce Water Loss.
ERCIM News, 2020

An energy-based measure for long-run horizon risk quantification.
Ann. Oper. Res., 2020

Nonparametric Adaptive Value-at-Risk Quantification Based on the Multiscale Energy Distribution of Asset Returns.
Proceedings of the 28th European Signal Processing Conference, 2020

Graph-based Denoising of EEG Signals in Impulsive Environments.
Proceedings of the 28th European Signal Processing Conference, 2020

Anomaly Detection for Symbolic Time Series Representations of Reduced Dimensionality.
Proceedings of the 28th European Signal Processing Conference, 2020

Data-driven Kernel-based Probabilistic SAX for Time Series Dimensionality Reduction.
Proceedings of the 28th European Signal Processing Conference, 2020

A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction.
IEEE Trans. Signal Process., 2019

Detection of Stimuli Changes in Neural Eventograms Using the Line of Synchronization of Global Recurrence Plots.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor Data.
Proceedings of the 27th European Signal Processing Conference, 2019

Impact Sounds Classification for Interactive Applications via Discriminative Dictionary Learning.
Proceedings of the 27th European Signal Processing Conference, 2019

GestureKeeper: Gesture Recognition for Controlling Devices in IoT Environments.
Proceedings of the 27th European Signal Processing Conference, 2019

Real-Time Prototyping of Matlab-Java Code Integration for Water Sensor Networks Applications.
Proceedings of the 27th European Signal Processing Conference, 2019

Neuro-Inspired Compression of RGB Images.
Proceedings of the 27th European Signal Processing Conference, 2019

Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Compressive Sensing of Temporally Correlated Sources Using Isotropic Multivariate Stable Laws.
Proceedings of the 26th European Signal Processing Conference, 2018

2016
Data compression for snapshot mosaic hyperspectral image sensors.
Proceedings of the 24th European Signal Processing Conference, 2016

Energy-based adaptive compression in water network control systems.
Proceedings of the 2016 International Workshop on Cyber-physical Systems for Smart Water Networks, 2016

2015
Reconstruction of Ultrasound RF Echoes Modeled as Stable Random Variables.
IEEE Trans. Computational Imaging, 2015

Sparse modeling of volatile financial time series via low-dimensional patterns over learned dictionaries.
Algorithmic Finance, 2015

Compressive Video Sensing with Adaptive Measurement Allocation for Improving MPEGx Performance.
Proceedings of the VISAPP 2015, 2015

2014
Uncertainty-Aware Sensor Data Management and Early Warning for Monitoring Industrial Infrastructures.
Int. J. Monit. Surveillance Technol. Res., 2014

Low-dimensional signal-strength fingerprint-based positioning in wireless LANs.
Ad Hoc Networks, 2014

Stream correlation monitoring for uncertainty-aware data processing systems.
Proceedings of the 5th International Conference on Information, 2014

Reconstruction of compressively sampled ultrasound images using dual prior information.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Compressed sensing reconstruction of convolved sparse signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments.
Signal Process., 2013

Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

WLAN-based indoor path tracking using compressive RSS measurements.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme.
Proceedings of the VISAPP 2012, 2012

Compressive video classification for decision systems with limited resources.
Proceedings of the 2012 Picture Coding Symposium, 2012

Compressive video classification in a low-dimensional manifold with learned distance metric.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Joint sparse signal ensemble reconstruction in a WSN using decentralized Bayesian matching pursuit.
Proceedings of the 19th European Signal Processing Conference, 2011

Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Empirical evaluation of signal-strength fingerprint positioning in wireless LANs.
Proceedings of the 13th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2010

Sparse representation of medical images via compressed sensing using Gaussian scale mixtures.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Bayesian compressed sensing imaging using a Gaussian Scale Mixture.
Proceedings of the IEEE International Conference on Acoustics, 2010

Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed compressed sensing of non-negative signals using symmetric alpha-stable distributions.
Proceedings of the 18th European Signal Processing Conference, 2010

Greedy sparse reconstruction of non-negative signals using symmetric alpha-stable distributions.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Bayesian compressed sensing using alpha-stable distributions
PhD thesis, 2009

Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN.
Perform. Evaluation, 2009

Bayesian compressed sensing of a highly impulsive signal in heavy-tailed noise using a multivariate Cauchy prior.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Rotation-Invariant Texture Retrieval via Signature Alignment Based on Steerable Sub-Gaussian Modeling.
IEEE Trans. Image Process., 2008

On a Probabilistic Combination of Prediction Sources.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Singular spectrum analysis of traffic workload in a large-scale wireless lan.
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007

2006
Rotation-invariant texture retrieval with gaussianized steerable pyramids.
IEEE Trans. Image Process., 2006


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