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Petros Karvelis
Petros Karvelis
Assistant Professor, Department of Informatics & Telecommunications, University of Ioannina, Greece
Bestätigte E-Mail-Adresse bei uoi.gr
Titel
Zitiert von
Zitiert von
Jahr
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
992017
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
772008
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
742015
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
702015
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
642017
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
592006
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
582006
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
562021
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
532019
Topic recommendation using Doc2Vec
P Karvelis, D Gavrilis, G Georgoulas, C Stylios
2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018
522018
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
502011
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
472013
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
472010
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
462014
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
452014
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
402013
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
342005
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
312019
Abnormal microvascular architecture, fibrosis, and pericyte characteristics in the calf muscle of peripheral artery disease patients with claudication and critical limb ischemia
CJ Mietus, TJ Lackner, PS Karvelis, GT Willcockson, CM Shields, ...
Journal of Clinical Medicine 9 (8), 2575, 2020
252020
Ensemble learning for forecasting main meteorological parameters
P Karvelis, S Kolios, G Georgoulas, C Stylios
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017
252017
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