George K. Georgoulas

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 25

Top Topics

Induction Motor

Symbolic Aggregate Approximation

Principal Component Analysis

Fault Diagnosis

Top Venues

Publications

Emmanouil Gionanidis, Petros S. Karvelis, George K. Georgoulas, Konstantinos Stamos, Purvi Garg
Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques. SecDev (2022)
George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos
An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. 15 (1) (2021)
Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI (2021)
Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI (2020)
Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios
Short Time Wind Forecasting with Uncertainty. IISA (2019)
Sina Sharif Mansouri, Pantelis Sopasakis, George K. Georgoulas, Thomas Gustafsson, George Nikolakopoulos
Visual Area Coverage with Attitude-Dependent Camera Footprints by Particle Harvesting. CoRR (2019)
Ioannis P. Tsoumas, George K. Georgoulas, Jose A. Antonino-Daviu
Analytical Investigation of the Transient Switch-On Current of Direct-On-Line Induction Motors. IECON (2019)
Sina Sharif Mansouri, Christoforos Kanellakis, George K. Georgoulas, George Nikolakopoulos
Towards MAV Navigation in Underground Mine Using Deep Learning. ROBIO (2018)
George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas
Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON (2018)
Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios
Topic recommendation using Doc2Vec. IJCNN (2018)
Sina Sharif Mansouri, George K. Georgoulas, Thomas Gustafsson, George Nikolakopoulos
On the covering of a polygonal region with fixed size rectangles with an application towards aerial inspection. MED (2017)
Petros S. Karvelis, Ulrik Roijezon, Ragnar Faleij, George K. Georgoulas, Sina Sharif Mansouri, George Nikolakopoulos
A laser dot tracking method for the assessment of sensorimotor function of the hand. MED (2017)
Domagoj Herceg, George K. Georgoulas, Pantelis Sopasakis, Miguel Castano, Panagiotis Patrinos, Alberto Bemporad, Jan Niemi, George Nikolakopoulos
Data-driven modelling, learning and stochastic predictive control for the steel industry. MED (2017)
E. Goldin, D. Feldman, George K. Georgoulas, Miguel Castano, George Nikolakopoulos
Cloud computing for big data analytics in the Process Control Industry. MED (2017)
George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Ioannis P. Tsoumas, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient. IEEE Trans. Ind. Informatics 13 (2) (2017)
George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos
An ordinal classification approach for CTG categorization. EMBC (2017)
Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios
Ensemble learning for forecasting main meteorological parameters. SMC (2017)
Michael Balchanos, Dimitri Mavris, Douglas W. Brown, George K. Georgoulas, George J. Vachtsevanos
Incipient failure detection: A particle filtering approach with application to actuator systems. ICCA (2017)
George K. Georgoulas, George Nikolakopoulos
Bearing fault detection and diagnosis by fusing vibration data. IECON (2016)
Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Towards a fully automated tool for annotation of phasic electromyographic activity. MED (2016)
George K. Georgoulas, Vicente Climente-Alarcon, Leonidas Dritsas, Jose A. Antonino-Daviu, George Nikolakopoulos
Start-up analysis methods for the diagnosis of rotor asymmetries in induction motors-seeing is believing. MED (2016)
George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient. INDIN (2016)
Dimitris Gavrilis, George K. Georgoulas, Nikolaos Vasiloglou, George Nikolakopoulos
An intelligent assistant for physicians. EMBC (2016)
George J. Vachtsevanos, George K. Georgoulas, George Nikolakopoulos
Fault diagnosis, failure prognosis and fault tolerant control of aerospace/unmanned aerial systems. MED (2016)
George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios
Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems (2016)
George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON (2015)
Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
Symbolic time series analysis of the soft starting transient in induction machines. ICIT (2015)
Mohammed Obaid Mustafa, George Nikolakopoulos, George K. Georgoulas
Fault classification of broken rotor bars in induction motors based on envelope current analysis. INDIN (2015)
Dimitris Gavrilis, George Nikolakopoulos, George K. Georgoulas
A one-class approach to cardiotocogram assessment. EMBC (2015)
Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios
A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics 11 (5) (2015)
Maria Pia Fanti, Giorgio Iacobellis, Walter Ukovich, Valentina Boschian, George K. Georgoulas, Chrysostomos D. Stylios
A simulation based Decision Support System for logistics management. J. Comput. Sci. 10 (2015)
Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN (2014)
Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Semi-Automated Annotation of Phasic Electromyographic Activity. SETN (2014)
Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine 48 (2014)
Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon
An automated thermographic image segmentation method for induction motor fault diagnosis. IECON (2014)
George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC (2014)
Mohammed Obaid Mustafa, George K. Georgoulas, George Nikolakopoulos
Principal component analysis anomaly detector for rotor broken bars. IECON (2014)
George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, Epaminondas D. Mitronikas, Athanasios N. Safacas
Automatic Pattern Identification Based on the Complex Empirical Mode Decomposition of the Startup Current for the Diagnosis of Rotor Asymmetries in Asynchronous Machines. IEEE Trans. Ind. Electron. 61 (9) (2014)
Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Ioannis P. Tsoumas, George K. Georgoulas, Rafael B. Perez
Multi-harmonic tracking for diagnosis of rotor asymmetries in wound rotor induction motors. IECON (2013)
Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku
Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM (2013)
George K. Georgoulas, Mohammed Obaid Mustafa, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, George Nikolakopoulos
Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines. Expert Syst. Appl. 40 (17) (2013)
Mohammed Obaid Mustafa, George K. Georgoulas, George Nikolakopoulos
Bearing fault classification based on Minimum Volume Ellipsoid feature extraction. CCA (2013)
Kilsoo Kim, Young-Ki Lee, Sehwan Oh, David Moroniti, Dimitri Mavris, George J. Vachtsevanos, Nikos Papamarkos, George K. Georgoulas
Guidance, navigation, and control of an unmanned hovercraft. MED (2013)
Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon
An intelligent icons approach for rotor bar fault detection. IECON (2013)
George K. Georgoulas, Antonios Konstantaras, Emmanuel Katsifarakis, Chrysostomos D. Stylios, Emmanuel Maravelakis, George J. Vachtsevanos
"Seismic-mass" density-based algorithm for spatio-temporal clustering. Expert Syst. Appl. 40 (10) (2013)
Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas
Integrating particle swarm optimization with reinforcement learning in noisy problems. GECCO (2012)
Jacqueline Fairley, George K. Georgoulas, Nishant A. Mehta, Alexander G. Gray, Donald L. Bliwise
Computer detection approaches for the identification of phasic electromyographic (EMG) activity during human sleep. Biomed. Signal Process. Control. 7 (6) (2012)
Jirí Spilka, Václav Chudácek, Michal Koucký, Lenka Lhotská, Michal Huptych, Petr Janku, George K. Georgoulas, Chrysostomos D. Stylios
Using nonlinear features for fetal heart rate classification. Biomed. Signal Process. Control. 7 (4) (2012)
Chrysostomos D. Stylios, George K. Georgoulas
Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps. CASE (2011)
Otis Smart, Ioannis G. Tsoulos, Dimitris Gavrilis, George K. Georgoulas
Grammatical evolution for features of epileptic oscillations in clinical intracranial electroencephalograms. Expert Syst. Appl. 38 (8) (2011)
Václav Chudácek, Jirí Spilka, Michal Huptych, George K. Georgoulas, Petr Janku, Michal Koucký, Chrysostomos D. Stylios, Lenka Lhotská
Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts? ITBAM (2010)
Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye
A Hybrid Approach for Artifact Detection in EEG Data. ICANN (1) (2010)
George K. Georgoulas, Voula C. Georgopoulos, George Stylios, Chrysostomos D. Stylios
Detection of articulation disorders using Empirical Mode Decomposition and neural networks. IJCNN (2009)
Vassilios A. Kappatos, George K. Georgoulas, Chrysostomos D. Stylios, Evangelos Dermatas
Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach. IJCNN (2009)
Václav Chudácek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská
Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier. ICANN (2) (2009)
Lauren Burrell, Otis Smart, George K. Georgoulas, Eric D. Marsh, George J. Vachtsevanos
Evaluation of Feature Selection Techniques for Analysis of Functional MRI and EEG. DMIN (2007)
George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, Peter P. Groumpos
Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. 2 (2) (2007)
George K. Georgoulas, Chrysostomos D. Stylios, Petros P. Groumpos
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. IEEE Trans. Biomed. Eng. 53 (5) (2006)
George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos
Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools 15 (3) (2006)
Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) (2006)
Athanasios Koutras, Ioanna Christoyianni, George K. Georgoulas, Evangelos Dermatas
Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines. ICANN (2) (2006)
George K. Georgoulas, Voula C. Georgopoulos, Chrysostomos D. Stylios
Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets. EMBC (2006)