| 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 | 99 | 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 | 77 | 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 | 75 | 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 | 70 | 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 | 65 | 2017 |
| 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 | 59 | 2006 |
| 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 | 58 | 2006 |
| 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 | 57 | 2021 |
| 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 | 53 | 2019 |
| Topic recommendation using Doc2Vec P Karvelis, D Gavrilis, G Georgoulas, C Stylios 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018 | 52 | 2018 |
| 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 | 50 | 2011 |
| 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 | 47 | 2013 |
| 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 | 47 | 2010 |
| 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 | 46 | 2014 |
| 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 | 46 | 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 | 40 | 2013 |
| 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 | 34 | 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 | 31 | 2019 |
| 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 | 27 | 2020 |
| Performance and early drop prediction for higher education students using machine learning V Christou, I Tsoulos, V Loupas, AT Tzallas, C Gogos, PS Karvelis, ... Expert Systems with Applications 225, 120079, 2023 | 25 | 2023 |
Chrysostomos StyliosIndustrial Systems Institute/ Athena RC & University of IoanninaVerified email at uoi.gr
