Petros S. Karvelis

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Convolutional Neural Network

Wavelet Analysis

Weather Prediction

Activity Recognition

Top Venues

IEEE Conf. on Intelligent Systems

Publications

Emmanouil D. Oikonomou, Petros S. Karvelis, Nikolaos Giannakeas, Aristidis Vrahatis, Evripidis Glavas, Alexandros T. Tzallas
How natural language processing derived techniques are used on biological data: a systematic review. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
George Matlis, Nikos Dimokas, Petros S. Karvelis
Unveiling University Groupings: A Clustering Analysis for Academic Rankings. Data 9 (5) (2024)
Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros S. Karvelis, Nikolaos Antoniadis, Evripidis Glavas, Nikolaos Giannakeas
Performance and early drop prediction for higher education students using machine learning. Expert Syst. Appl. 225 (2023)
George Matlis, Nikos Dimokas, Petros S. Karvelis
A Clustering-Based Approach for Ranking Universities. IISA (2023)
Theodoros Tzelepis, George Matlis, Nikos Dimokas, Petros S. Karvelis, Paraskevi Malliou, Anastasia Beneka
An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms. Algorithms 16 (11) (2023)
Emmanouil Gionanidis, Petros S. Karvelis, George K. Georgoulas, Konstantinos Stamos, Purvi Garg
Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques. SecDev (2022)
Giannis Botilias, Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
Tracking individuals' health using mobile applications and Machine Learning. SEEDA-CECNSM (2022)
Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
A comparative study on recognizing human activities by applying diverse Machine Learning approaches. EMBC (2022)
Christoforos Kanellakis, Petros S. Karvelis, Sina Sharif Mansouri, Ali-Akbar Agha-Mohammadi, George Nikolakopoulos
Correction to "Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation". IEEE Access 9 (2021)
Paraskevas Schismenos, Petros S. Karvelis, Chrysostomos D. Stylios
Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process. MED (2021)
Christoforos Kanellakis, Petros S. Karvelis, Sina Sharif Mansouri, Ali-Akbar Agha-Mohammadi, George Nikolakopoulos
Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation. IEEE Access 9 (2021)
George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos
An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. 15 (1) (2021)
Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI (2021)
Giannis Botilias, Angelos Papoutsis, Petros S. Karvelis, Chrysostomos D. Stylios
Track My Health: An IoT Approach for Data Acquisition and Activity Recognition. pHealth (2020)
Petros S. Karvelis, Daniele Mazzei, Matteo Biviano, Chrysostomos D. Stylios
PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction. Sensors 20 (11) (2020)
Christoforos Kanellakis, Sina Sharif Mansouri, Miguel Castaño, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
Where to look: a collection of methods forMAV heading correction in underground tunnels. IET Image Process. 14 (10) (2020)
Sina Sharif Mansouri, Christoforos Kanellakis, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
MAV Navigation in Unknown Dark Underground Mines Using Deep Learning. CoRR (2020)
Angelos Papoutsis, Giannis Botilias, Petros S. Karvelis, Chrysostomos D. Stylios
A Machine Learning Approach for Human Activity Recognition. pHealth (2020)
Sina Sharif Mansouri, Christoforos Kanellakis, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
MAV Navigation in Unknown Dark Underground Mines Using Deep Learning. ECC (2020)
Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI (2020)
Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios
Short Time Wind Forecasting with Uncertainty. IISA (2019)
Christoforos Kanellakis, Petros S. Karvelis, George Nikolakopoulos
Open Space Attraction Based Navigation in Dark Tunnels for MAVs. ICVS (2019)
Sina Sharif Mansouri, Petros S. Karvelis, Christoforos Kanellakis, Anton Koval, George Nikolakopoulos
Visual Subterranean Junction Recognition for MAVs based on Convolutional Neural Networks. IECON (2019)
Sina Sharif Mansouri, Petros S. Karvelis, Christoforos Kanellakis, Dariusz Kominiak, George Nikolakopoulos
Vision-based MAV Navigation in Underground Mine Using Convolutional Neural Network. IECON (2019)
Christoforos Kanellakis, Petros S. Karvelis, George Nikolakopoulos
Image Enhancing in Poorly Illuminated Subterranean Environments for MAV Applications: A Comparison Study. ICVS (2019)
George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas
Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON (2018)
Petros S. Karvelis, Theofanis-Aristofanis Michail, Daniele Mazzei, Stefanos Petsios, Andrea Baù, Gabriele Montelisciani, Chrysostomos D. Stylios
Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction. IEEE Conf. on Intelligent Systems (2018)
Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios
Topic recommendation using Doc2Vec. IJCNN (2018)
Petros S. Karvelis, Ulrik Roijezon, Ragnar Faleij, George K. Georgoulas, Sina Sharif Mansouri, George Nikolakopoulos
A laser dot tracking method for the assessment of sensorimotor function of the hand. MED (2017)
George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos
An ordinal classification approach for CTG categorization. EMBC (2017)
Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios
Ensemble learning for forecasting main meteorological parameters. SMC (2017)
Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Towards a fully automated tool for annotation of phasic electromyographic activity. MED (2016)
George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios
Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems (2016)
George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON (2015)
Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos
Symbolic time series analysis of the soft starting transient in induction machines. ICIT (2015)
Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios
A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics 11 (5) (2015)
Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN (2014)
Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Semi-Automated Annotation of Phasic Electromyographic Activity. SETN (2014)
Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine 48 (2014)
Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon
An automated thermographic image segmentation method for induction motor fault diagnosis. IECON (2014)
George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC (2014)
Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku
Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM (2013)
Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis
Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine 43 (6) (2013)
Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon
An intelligent icons approach for rotor bar fault detection. IECON (2013)
Petros S. Karvelis, Aristidis Likas
Fully Unsupervised M-FISH Chromosome Image Characterization. IEEE J. Biomed. Health Informatics 17 (6) (2013)
Lambros S. Athanasiou, Petros S. Karvelis, Vasilis D. Tsakanikas, Katerina K. Naka, Lampros K. Michalis, Christos V. Bourantas, Dimitrios I. Fotiadis
A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Petros S. Karvelis, Aristidis Likas, Dimitrios I. Fotiadis
Identifying touching and overlapping chromosomes using the watershed transform and gradient paths. Pattern Recognit. Lett. 31 (16) (2010)
Petros S. Karvelis, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis, Ioannis Georgiou
Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Petros S. Karvelis, Dimitrios I. Fotiadis
A region based decorrelation stretching method: Application to multispectral chromosome image classification. ICIP (2008)
Petros S. Karvelis, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Ioannis Georgiou
A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification. IEEE Trans. Medical Imaging 27 (5) (2008)
Petros S. Karvelis, Dimitrios I. Fotiadis, Alexandros T. Tzallas, Ioannis Georgiou
Region Based Segmentation and Classification of Multispectral Chromosome Images. CBMS (2007)
Petros S. Karvelis, Dimitrios I. Fotiadis, Ioannis Georgiou, Marika Syrrou
A Watershed Based Segmentation Method for Multispectral Chromosome Images Classification. EMBC (2006)