George K. Georgoulas

64 papers A 1B 4C 11Journal 15Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	SAX-Based GNN Embeddings for Time Series. DSP Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2022	—	`conf`	Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques. SecDev Emmanouil Gionanidis, Petros S. Karvelis, George K. Georgoulas, Konstantinos Stamos, Purvi Garg
2021	J	`jnl`	An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos
2021	—	`conf`	Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2020	—	`conf`	Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2019	C	`conf`	Analytical Investigation of the Transient Switch-On Current of Direct-On-Line Induction Motors. IECON Ioannis P. Tsoumas, George K. Georgoulas, Jose A. Antonino-Daviu
2019	—	`conf`	Short Time Wind Forecasting with Uncertainty. IISA Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios
2019	J	`jnl`	Visual Area Coverage with Attitude-Dependent Camera Footprints by Particle Harvesting. CoRR Sina Sharif Mansouri, Pantelis Sopasakis, George K. Georgoulas, Thomas Gustafsson, George Nikolakopoulos
2018	C	`conf`	Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas
2018	B	`conf`	Topic recommendation using Doc2Vec. IJCNN Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios
2018	—	`conf`	Towards MAV Navigation in Underground Mine Using Deep Learning. ROBIO Sina Sharif Mansouri, Christoforos Kanellakis, George K. Georgoulas, George Nikolakopoulos
2017	—	`conf`	A laser dot tracking method for the assessment of sensorimotor function of the hand. MED Petros S. Karvelis, Ulrik Röijezon, Ragnar Faleij, George K. Georgoulas, Sina Sharif Mansouri, George Nikolakopoulos
2017	—	`conf`	An ordinal classification approach for CTG categorization. EMBC George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos
2017	—	`conf`	Cloud computing for big data analytics in the Process Control Industry. MED Ephraim Goldin, Dan Feldman, George K. Georgoulas, Miguel Castaño, George Nikolakopoulos
2017	—	`conf`	Data-driven modelling, learning and stochastic predictive control for the steel industry. MED Domagoj Herceg, George K. Georgoulas, Pantelis Sopasakis, Miguel Castano, Panagiotis Patrinos, Alberto Bemporad, Jan Niemi, George Nikolakopoulos
2017	B	`conf`	Ensemble learning for forecasting main meteorological parameters. SMC Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios
2017	—	`conf`	Incipient failure detection: A particle filtering approach with application to actuator systems. ICCA Michael Balchanos, Dimitri Mavris, Douglas W. Brown, George K. Georgoulas, George J. Vachtsevanos
2017	—	`conf`	On the covering of a polygonal region with fixed size rectangles with an application towards aerial inspection. MED Sina Sharif Mansouri, George K. Georgoulas, Thomas Gustafsson, George Nikolakopoulos
2017	J	`jnl`	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 George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Ioannis P. Tsoumas, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
2016	C	`conf`	A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient. INDIN George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos
2016	—	`conf`	An intelligent assistant for physicians. EMBC Dimitris Gavrilis, George K. Georgoulas, Nikolaos Vasiloglou, George Nikolakopoulos
2016	C	`conf`	Bearing fault detection and diagnosis by fusing vibration data. IECON George K. Georgoulas, George Nikolakopoulos
2016	—	`conf`	Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios
2016	—	`conf`	Fault diagnosis, failure prognosis and fault tolerant control of aerospace/unmanned aerial systems. MED George J. Vachtsevanos, George K. Georgoulas, George Nikolakopoulos
2016	—	`conf`	Start-up analysis methods for the diagnosis of rotor asymmetries in induction motors-seeing is believing. MED George K. Georgoulas, Vicente Climente-Alarcon, Leonidas Dritsas, Jose A. Antonino-Daviu, George Nikolakopoulos
2016	—	`conf`	Towards a fully automated tool for annotation of phasic electromyographic activity. MED Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2015	J	`jnl`	A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios
2015	—	`conf`	A one-class approach to cardiotocogram assessment. EMBC Dimitris Gavrilis, George Nikolakopoulos, George K. Georgoulas
2015	J	`jnl`	A simulation based Decision Support System for logistics management. J. Comput. Sci. Maria Pia Fanti, Giorgio Iacobellis, Walter Ukovich, Valentina Boschian, George K. Georgoulas, Chrysostomos D. Stylios
2015	C	`conf`	Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON 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
2015	C	`conf`	Fault classification of broken rotor bars in induction motors based on envelope current analysis. INDIN Mohammed Obaid Mustafa, George Nikolakopoulos, George K. Georgoulas
2015	—	`conf`	Symbolic time series analysis of the soft starting transient in induction machines. ICIT 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
2014	—	`conf`	A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	C	`conf`	An automated thermographic image segmentation method for induction motor fault diagnosis. IECON Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon
2014	J	`jnl`	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. George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, Epaminondas D. Mitronikas, Athanasios N. Safacas
2014	—	`conf`	Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	C	`conf`	Principal component analysis anomaly detector for rotor broken bars. IECON Mohammed Obaid Mustafa, George K. Georgoulas, George Nikolakopoulos
2014	—	`conf`	Semi-Automated Annotation of Phasic Electromyographic Activity. SETN Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2014	J	`jnl`	Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2013	J	`jnl`	"Seismic-mass" density-based algorithm for spatio-temporal clustering. Expert Syst. Appl. George K. Georgoulas, Antonios Konstantaras, Emmanuel Katsifarakis, Chrysostomos D. Stylios, Emmanuel Maravelakis, George J. Vachtsevanos
2013	C	`conf`	An intelligent icons approach for rotor bar fault detection. IECON Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon
2013	—	`conf`	Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku
2013	C	`conf`	Bearing fault classification based on Minimum Volume Ellipsoid feature extraction. CCA Mohammed Obaid Mustafa, George K. Georgoulas, George Nikolakopoulos
2013	—	`conf`	Guidance, navigation, and control of an unmanned hovercraft. MED Kilsoo Kim, Young-Ki Lee, Sehwan Oh, David Moroniti, Dimitri Mavris, George J. Vachtsevanos, Nikos Papamarkos, George K. Georgoulas
2013	C	`conf`	Multi-harmonic tracking for diagnosis of rotor asymmetries in wound rotor induction motors. IECON Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Ioannis P. Tsoumas, George K. Georgoulas, Rafael B. Pérez
2013	J	`jnl`	Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines. Expert Syst. Appl. George K. Georgoulas, Mohammed Obaid Mustafa, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, George Nikolakopoulos
2012	J	`jnl`	Computer detection approaches for the identification of phasic electromyographic (EMG) activity during human sleep. Biomed. Signal Process. Control. Jacqueline Fairley, George K. Georgoulas, Nishant A. Mehta, Alexander G. Gray, Donald L. Bliwise
2012	A	`conf`	Integrating particle swarm optimization with reinforcement learning in noisy problems. GECCO Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas
2012	J	`jnl`	Using nonlinear features for fetal heart rate classification. Biomed. Signal Process. Control. Jirí Spilka, Václav Chudácek, Michal Koucký, Lenka Lhotská, Michal Huptych, Petr Janku, George K. Georgoulas, Chrysostomos D. Stylios
2011	J	`jnl`	Grammatical evolution for features of epileptic oscillations in clinical intracranial electroencephalograms. Expert Syst. Appl. Otis Smart, Ioannis G. Tsoulos, Dimitris Gavrilis, George K. Georgoulas
2011	—	`conf`	Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps. CASE Chrysostomos D. Stylios, George K. Georgoulas
2010	—	`conf`	A Hybrid Approach for Artifact Detection in EEG Data. ICANN (1) Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye
2010	—	`conf`	Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts? ITBAM Václav Chudácek, Jirí Spilka, Michal Huptych, George K. Georgoulas, Petr Janku, Michal Koucký, Chrysostomos D. Stylios, Lenka Lhotská
2009	B	`conf`	Detection of articulation disorders using Empirical Mode Decomposition and neural networks. IJCNN George K. Georgoulas, Voula C. Georgopoulos, George Stylios, Chrysostomos D. Stylios
2009	—	`conf`	Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier. ICANN (2) Václav Chudácek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská
2009	B	`conf`	Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach. IJCNN Vassilios Kappatos, George K. Georgoulas, Chrysostomos D. Stylios, Evangelos Dermatas
2007	—	`conf`	Evaluation of Feature Selection Techniques for Analysis of Functional MRI and EEG. DMIN Lauren Burrell, Otis Smart, George K. Georgoulas, Eric D. Marsh, George J. Vachtsevanos
2007	J	`jnl`	Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, Peter P. Groumpos
2006	—	`conf`	Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
2006	—	`conf`	Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines. ICANN (2) Athanasios Koutras, Ioanna Christoyianni, George K. Georgoulas, Evangelos Dermatas
2006	J	`jnl`	Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. IEEE Trans. Biomed. Eng. George K. Georgoulas, Chrysostomos D. Stylios, Petros P. Groumpos
2006	—	`conf`	Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets. EMBC George K. Georgoulas, Voula C. Georgopoulos, Chrysostomos D. Stylios
2006	—	`—`	Μέθοδοι διάγνωσης με βάση προηγμένες τεχνικές επεξεργασίας και ταξινόμησης δεδομένων: εφαρμογές στη μαιευτική George K. Georgoulas