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Petros Karvelis

university of ioannina

20H-index
111Paper Count
1.4KCitation Count
Published Papers 20
Publication Date
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Salt Marsh Mapping from Landsat Multispectral Data Using Machine Learning Techniques
errJournal of Marine Science and Engineering
IF2.8
err2026-09-30
err0
errOAAI
errDimitrios Mitrogiorgos; George Georgoulas; Petros Karvelis; Nikos Koutsias; Chrysostomos Stylios
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Integration and evaluation of micro and macro-scale attention networks for fine-grained salt marsh monitoring in Venice Lagoon
errInternational Journal of Remote Sensing
IF2.6
err2026-08-11
err0
PREAI
errDimitrios Mpouziotas; Petros Karvelis; George Georgoulas; Alice Stocco; Chrysostomos Stylios
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Bridging time series and large language models via symbolic representation for human activity recognition
errExpert Systems with Applications
IF7.5
err2026-07-01
err0
PREAI
errPappa, Lamprini; Karvelis, Petros; Stylios, Chrysostomos
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Mobile Device with IoT Capabilities for the Detection of R-32 and R-134a Refrigerants Using Infrared Sensors
errProcesses
IF2.8
err2026-01-28
err0
errOAAI
errNikolaos Argirusis; Achilleas Achilleos; John Konstantaras; Petros Karvelis; Antonis A. Zorpas
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errSave
Advanced Computer Vision Methods for Avian Risk Assessment Using Multispectral Drones
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errDimitrios Mpouziotas; Petros Karvelis; Ioulia Kapsali; Chrysostomos Stylios; Vasilios Tsiouris
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Advanced Computer Vision Methods for Tracking Wild Birds from Drone Footage
errDRONES
IF4.8
err2024-06-12
err1
errOAAI
errMpouziotas, Dimitris; Karvelis, Petros; Stylios, Chrysostomos
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Performance and early drop prediction for higher education students using machine learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-09-01
err9
PREAI
errChristou, Vasileios; Tsoulos, Ioannis; Loupas, Vasileios; Tzallas, Alexandros T.; Gogos, Christos; Karvelis, Petros S.; Antoniadis, Nikolaos; Glavas, Evripidis; Giannakeas, Nikolaos
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Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation
errIEEE ACCESS
IF3.6
err2021-01-01
err4
errOAAI
errKanellakis, Christoforos; Karvelis, Petros S.; Mansouri, Sina Sharif; Agha-Mohammadi, Ali-Akbar; Nikolakopoulos, George
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Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation (vol 9, pg 66477, 2021)
errIEEE ACCESS
IF3.6
err2021-01-01
err0
errOAAI
errKanellakis, Christoforos; Karvelis, Petros S.; Mansouri, Sina Sharif; Agha-Mohammadi, Ali-Akbar; Nikolakopoulos, George
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Abnormal Microvascular Architecture, Fibrosis, and Pericyte Characteristics in the Calf Muscle of Peripheral Artery Disease Patients with Claudication and Critical Limb Ischemia
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2020-08-08
err24
errOAAI
errMietus, Constance J.; Lackner, Timothy J.; Karvelis, Petros S.; Willcockson, Gregory T.; Shields, Christina M.; Lambert, Nicholas G.; Koutakis, Panagiotis; Fuglestad, Matthew A.; Hernandez, Hernan; Haynatzki, Gleb R.; Kim, Julian K. S.; DeSpiegelaere, Holly K.; Pipinos, Iraklis I.; Casale, George P.
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PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction
errSENSORS
IF3.5
err2020-06-03
err6
errOAAI
errKarvelis, Petros; Mazzei, Daniele; Biviano, Matteo; Stylios, Chrysostomos
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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 aerial vehicles with uncertainty quantification
errAPPLIED ENERGY
IF11
err2019-11-01
err38
PREAI
errEleftheroglou, Nick; Mansouri, Sina Sharif; Loutas, Theodoros; Karvelis, Petros; Georgoulas, George; Nikolakopoulos, George; Zarouchas, Dimitrios
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Remaining Useful Battery Life Prediction for UAVs based on Machine Learning
errIFAC PAPERSONLINE
IF0
err2017-07-01
err64
errOAAI
errMansouri, Sina Sharif; Karvelis, Petros; Georgoulas, George; Nikolakopoulos, George
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A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2015-10-01
err49
PREAI
errKarvelis, Petros; Georgoulas, George; Tsoumas, Toannis P.; Antonino-Daviu, Jose Alfonso; Climente-Alarcon, Vicente; Stylios, Chrysostomos D.
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Rolling element bearings diagnostics using the Symbolic Aggregate approXimation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2015-08-01
err53
PREAI
errGeorgoulas, George; Karvelis, Petros; Loutas, Theodoros; Stylios, Chrysostomos D.
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Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2014-05-01
err11
errOAAI
errFairley, Jacqueline A.; Georgoulas, George; Smart, Otis L.; Dimakopoulos, George; Karvelis, Petros; Stylios, Chrysostomos D.; Rye, David B.; Bliwise, Donald L.
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Fully Unsupervised M-FISH Chromosome Image Characterization
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2013-11-01
err1
PREAI
errKarvelis, Petros S.; Likas, Aristidis C.
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Segmentation of microarray images using pixel classification-Comparison with clustering-based methods
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2013-07-01
err22
PREAI
errGiannakeas, Nikolaos; Karvelis, Petros S.; Exarchos, Themis P.; Kalatzis, Fanis G.; Fotiadis, Dimitrios I.
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Identifying touching and overlapping chromosomes using the watershed transform and gradient paths
errPATTERN RECOGNITION LETTERS
IF3.3
err2010-12-01
err24
PREAI
errKarvelis, Petros; Likas, Aristidis; Fotiadis, Dimitrios I.
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A multichannel watershed-based segmentation method for multispectral chromosome classification
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2008-05-01
err44
PREAI
errKarvelis, Petros S.; Tzallas, Alexandros T.; Fotiadis, Dimitrios I.; Georgiou, Ioannis
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Research Directions

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Co-authors
Cooperation Journals
D
Donald L. Bliwise
H-index: 71 · Papers: 496
D
David B. Rye
H-index: 68 · Papers: 327
A
Antonis A. Zorpas
H-index: 56 · Papers: 365
D
Dimitrios I. Fotiadis
H-index: 55 · Papers: 642
I
Iraklis I. Pipinos
H-index: 48 · Papers: 370
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