George Georgoulas

Luleå University of Technology — Sweden

Engineering · Physical Sciences

31h-index2.9kcitations140works0.02yr avg
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Research Topics

Machine Fault Diagnosis Techniques(36), Fault Detection and Control Systems(23), Neonatal and fetal brain pathology(19), EEG and Brain-Computer Interfaces(18), ECG Monitoring and Analysis(16)

Publications140 total

SAX-Based GNN Embeddings for Time Series
2025
Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques
2022· 3 cited
Slopewise Aggregate Approximation SAX: keeping the trend of a time series
2021 IEEE Symposium Series on Computational Intelligence (SSCI)·2021· 9 cited
Towards a Context-Dependent Multi-Buffer Driver Distraction Detection Algorithm
IEEE Transactions on Intelligent Transportation Systems·2021· 48 citedOpen Access
Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition
2020· 7 cited
An exploratory approach to fetal heart rate–pH-based systems
Signal Image and Video Processing·2020· 12 cited
Towards Autonomous Surveying of Underground Mine using MAVs
Zenodo (CERN European Organization for Nuclear Research)·2020Open Access
Deep machine learning for structural health monitoring on ship hulls using acoustic emission method
Ships and Offshore Structures·2020· 65 cited
Analytical Investigation of the Transient Switch-On Current of Direct-On-Line Induction Motors
2019
Real time Diagnostics and Prognostics of UAV Lithium-Polymer Batteries
Annual Conference of the PHM Society·2019· 7 citedOpen Access
Intelligent data-driven prognostic methodologies for the real-time remaining useful life until the end-of-discharge estimation of the Lithium-Polymer batteries of unmanned aerial vehicles with uncertainty quantification
Applied Energy·2019· 60 cited
Valve Failure Prognostics in Reciprocating Compressors Utilizing Temperature Measurements, PCA-Based Data Fusion, and Probabilistic Algorithms
IEEE Transactions on Industrial Electronics·2019· 33 citedOpen Access
Short Time Wind Forecasting with Uncertainty
2019· 2 cited
Towards MAV Navigation in Underground Mine Using Deep Learning
2018· 20 cited
Towards MAV Navigation in Underground Mine Using Deep Learning
Zenodo (CERN European Organization for Nuclear Research)·2018Open Access
Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors
2018· 1 cited
Towards Autonomous Surveying of Underground Mine Using MAVs
Mechanisms and machine science·2018· 33 citedOpen Access
An Automatic Method for Condition Monitoring of Inverter Fed Induction Motors
2018· 1 cited
Topic recommendation using Doc2Vec
2018· 31 cited
2D visual area coverage and path planning coupled with camera footprints
Control Engineering Practice·2018· 36 citedOpen Access
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Frequent Co-authors

Chrysostomos Stylios(27), Petros Karvelis(14), George Nikolakopoulos(10), Ioannis Tsoumas(8), Václav Chudáček(7), Lenka Lhotská(7), Jose A. Antonino‐Daviu(7), Vicente Climente-Alarcón(7), Peter P. Groumpos(5), Jiří Spilka(5), Sina Sharif Mansouri(5), Θεόδωρος Λούτας(4), George Vachtsevanos(4), Dimitris Gavrilis(3), Christoforos Kanellakis(3), Petr Janků(2), Christos Sapsanis(2), Anthony Tzes(2), Epaminondas D. Mitronikas(2), A. Safacas(2)