Petros Karvelis
Petros Karvelis
Assistant Professor, Department of Informatics & Telecommunications, University of Ioannina, Greece
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Remaining useful battery life prediction for UAVs based on machine learning
SS Mansouri, P Karvelis, G Georgoulas, G Nikolakopoulos
IFAC-PapersOnLine 50 (1), 4727-4732, 2017
A symbolic representation approach for the diagnosis of broken rotor bars in induction motors
P Karvelis, G Georgoulas, IP Tsoumas, JA Antonino-Daviu, ...
IEEE Transactions on Industrial Informatics 11 (5), 1028-1037, 2015
A multichannel watershed-based segmentation method for multispectral chromosome classification
PS Karvelis, AT Tzallas, DI Fotiadis, I Georgiou
IEEE transactions on medical imaging 27 (5), 697-708, 2008
Rolling element bearings diagnostics using the Symbolic Aggregate approXimation
G Georgoulas, P Karvelis, T Loutas, CD Stylios
Mechanical Systems and Signal Processing 60, 229-242, 2015
Investigating pH based evaluation of fetal heart rate (FHR) recordings
G Georgoulas, P Karvelis, J Spilka, V Chudáček, CD Stylios, L Lhotska
Health and technology 7, 241-254, 2017
A watershed based segmentation method for multispectral chromosome images classification
PS Karvelis, DI Fotiadis, I Georgiou, M Syrrou
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
A method for classification of transient events in EEG recordings: application to epilepsy diagnosis
AT Tzallas, PS Karvelis, CD Katsis, DI Fotiadis, S Giannopoulos, ...
Methods of Information in Medicine 45 (06), 610-621, 2006
A novel semiautomated atherosclerotic plaque characterization method using grayscale intravascular ultrasound images: comparison with virtual histology
LS Athanasiou, PS Karvelis, VD Tsakanikas, KK Naka, LK Michalis, ...
IEEE Transactions on Information Technology in Biomedicine 16 (3), 391-400, 2011
Deep machine learning for structural health monitoring on ship hulls using acoustic emission method
P Karvelis, G Georgoulas, V Kappatos, C Stylios
Ships and Offshore structures 16 (4), 440-448, 2021
An automated thermographic image segmentation method for induction motor fault diagnosis
P Karvelis, G Georgoulas, CD Stylios, IP Tsoumas, JA Antonino-Daviu, ...
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society …, 2014
Automatic evaluation of FHR recordings from CTU-UHB CTG database
J Spilka, G Georgoulas, P Karvelis, VP Oikonomou, V Chudáček, ...
Information Technology in Bio-and Medical Informatics: 4th International …, 2013
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 …
N Eleftheroglou, SS Mansouri, T Loutas, P Karvelis, G Georgoulas, ...
Applied Energy 254, 113677, 2019
Identifying touching and overlapping chromosomes using the watershed transform and gradient paths
P Karvelis, A Likas, DI Fotiadis
Pattern Recognition Letters 31 (16), 2474-2488, 2010
Discriminating normal from “abnormal” pregnancy cases using an automated fhr evaluation method
J Spilka, G Georgoulas, P Karvelis, V Chudáček, CD Stylios, L Lhotská
Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014
Segmentation of microarray images using pixel classification—Comparison with clustering-based methods
N Giannakeas, PS Karvelis, TP Exarchos, FG Kalatzis, DI Fotiadis
Computers in biology and medicine 43 (6), 705-716, 2013
Topic recommendation using Doc2Vec
P Karvelis, D Gavrilis, G Georgoulas, C Stylios
2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018
Segmentation of chromosome images based on a recursive watershed transform
PS Karvelis, DI Fotiadis, M Syrrou, I Georgiou
IFMBE Proc 11 (1), 1727-1983, 2005
Vision-based mav navigation in underground mine using convolutional neural network
SS Mansouri, P Karvelis, C Kanellakis, D Kominiak, G Nikolakopoulos
IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019
A classification-based segmentation of cDNA microarray images using support vector machines
N Giannakeas, PS Karvelis, DI Fotiadis
2008 30th Annual International Conference of the IEEE Engineering in …, 2008
A new clinical test for sensorimotor function of the hand–development and preliminary validation
U Röijezon, R Faleij, P Karvelis, G Georgoulas, G Nikolakopoulos
BMC musculoskeletal disorders 18, 1-11, 2017
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