Petros Karvelis

Cited by

	All	Since 2018
Citations	1312	868
h-index	20	17
i10-index	39	27

180

135

2006200720082009201020112012201320142015201620172018201920202021202220236 6 10 19 21 20 41 34 46 72 78 81 122 116 145 172 164 146

Public access

View all

17 articles

1 article

available

not available

Based on funding mandates

Co-authors

Chrysostomos StyliosIndustrial Systems Institute/ Athena RC & University of IoanninaVerified email at uoi.gr
George GeorgoulasPost Doc researcherVerified email at datawise.ai
George NikolakopoulosChair Professor Robotics and Artificial IntelligenceVerified email at ltu.se
Václav ChudáčekCzech Technical University in PragueVerified email at fel.cvut.cz
Lenka LhotskaCzech Technical University in PragueVerified email at cvut.cz
Jiří SpilkaCzech Technical University in PragueVerified email at ciirc.cvut.cz
Ioannis GeorgiouProfessor of Medical Genetics and Clinical EmbryologyVerified email at uoi.gr
Ioannis P. TsoumasPrincipal R&D Engineer, ABB Medium Voltage DrivesVerified email at ch.abb.com
Christoforos KanellakisPhD, Luleå University of TechnologyVerified email at ltu.se
JOSE ANTONINO-DAVIUUNIVERSITAT POLITECNICA DE VALENCIAVerified email at die.upv.es
Vicente Climente-AlarconPostdoctoral researcher, University of Cambridge, UKVerified email at cam.ac.uk
Lampros Michalisprofessor of cardiology, university of ioanninaVerified email at uoi.gr
Theodoros LoutasAssociate Professor, Head of the Applied Mechanics Division, University of PatrasVerified email at mech.upatras.gr
Lambros AthanasiouCanon Medical - BWHVerified email at mru.medical.canon
Vasilis TsakanikasLondon South Bank UniversityVerified email at lsbu.ac.uk
Sotirios GiannopoulosProfessor of Neurology-Neuropsychology, National and Kapodistrian University of AthensVerified email at med.uoa.gr
Christos BourantasProfessor of Cardiology, Consultant CardiologistVerified email at bartshealth.nhs.uk
stavros KoliosNational and Kapodistrian University of AthensVerified email at aerospace.uoa.gr
Katerina K. NakaProfessor of Cardiology, 2nd Department of Cardiology, Faculty of Medicine, School of HealthVerified email at uoi.gr
Nikos GiannakeasDepartment of Informatics and Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr

Petros Karvelis

Assistant Professor, Department of Informatics & Telecommunications, University of Ioannina, Greece

Verified email at uoi.gr

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	78	2017
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	73	2008
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	71	2015
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	63	2015
Investigating pH based evaluation of fetal heart rate (FHR) recordings G Georgoulas, P Karvelis, J Spilka, V Chudáček, CD Stylios, L Lhotská Health and technology 7, 241-254, 2017	56	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	55	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	49	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	46	2011
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	43	2014
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	43	2010
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	42	2019
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	39	2013
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	36	2014
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	35	2021
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	34	2013
Topic recommendation using Doc2Vec P Karvelis, D Gavrilis, G Georgoulas, C Stylios 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018	33	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	33	2005
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	22	2017
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	21	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	21	2008

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors