Petros S. Karvelis

Orcid: 0000-0002-0483-4868

According to our database1, Petros S. Karvelis authored at least 57 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Exploring the diverse world of SAX-based methodologies.
Data Min. Knowl. Discov., January, 2025

2024
How natural language processing derived techniques are used on biological data: a systematic review.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024

Unveiling University Groupings: A Clustering Analysis for Academic Rankings.
Data, May, 2024

A Multimodal Computer Vision Approach for Wildlife Bird Surveillance using Drones.
Proceedings of the 9th South-East Europe Design Automation, 2024

2023
Performance and early drop prediction for higher education students using machine learning.
Expert Syst. Appl., September, 2023

An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms.
Algorithms, 2023

A Clustering-Based Approach for Ranking Universities.
Proceedings of the 14th International Conference on Information, 2023

2022
Object Detection for Low Light Images.
Proceedings of the 7th South-East Europe Design Automation, 2022

Cooperative Intelligent Transport Systems Solution: a Cooperative Safety Application.
Proceedings of the 7th South-East Europe Design Automation, 2022

Safe Driving Mobile Application using Gamification.
Proceedings of the 7th South-East Europe Design Automation, 2022

Tracking individuals' health using mobile applications and Machine Learning.
Proceedings of the 7th South-East Europe Design Automation, 2022

Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques.
Proceedings of the IEEE Secure Development Conference, 2022

A comparative study on recognizing human activities by applying diverse Machine Learning approaches.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
An exploratory approach to fetal heart rate-pH-based systems.
Signal Image Video Process., 2021

Correction to "Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation".
IEEE Access, 2021

Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation.
IEEE Access, 2021

Slopewise Aggregate Approximation SAX: keeping the trend of a time series.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

2020
PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction.
Sensors, 2020

Where to look: a collection of methods forMAV heading correction in underground tunnels.
IET Image Process., 2020

Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Machine Learning Approach for Human Activity Recognition.
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Track My Health: An IoT Approach for Data Acquisition and Activity Recognition.
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

MAV Navigation in Unknown Dark Underground Mines Using Deep Learning.
Proceedings of the 18th European Control Conference, 2020

2019
Short Time Wind Forecasting with Uncertainty.
Proceedings of the 10th International Conference on Information, 2019

Vision-based MAV Navigation in Underground Mine Using Convolutional Neural Network.
Proceedings of the IECON 2019, 2019

Visual Subterranean Junction Recognition for MAVs based on Convolutional Neural Networks.
Proceedings of the IECON 2019, 2019

Image Enhancing in Poorly Illuminated Subterranean Environments for MAV Applications: A Comparison Study.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Open Space Attraction Based Navigation in Dark Tunnels for MAVs.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

2018
Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Topic recommendation using Doc2Vec.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors.
Proceedings of the IECON 2018, 2018

2017
Ensemble learning for forecasting main meteorological parameters.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A laser dot tracking method for the assessment of sensorimotor function of the hand.
Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

An ordinal classification approach for CTG categorization.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Towards a fully automated tool for annotation of phasic electromyographic activity.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Examining nominal and ordinal classifiers for forecasting wind speed.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

2015
A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors.
IEEE Trans. Ind. Informatics, 2015

Automatizing the detection of rotor failures in induction motors operated via soft-starters.
Proceedings of the IECON 2015, 2015

Symbolic time series analysis of the soft starting transient in induction machines.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

2014
Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction.
Comput. Biol. Medicine, 2014

Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Semi-Automated Annotation of Phasic Electromyographic Activity.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

An automated thermographic image segmentation method for induction motor fault diagnosis.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

A three class treatment of the FHR classification problem using latent class analysis labeling.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Fully Unsupervised M-FISH Chromosome Image Characterization.
IEEE J. Biomed. Health Informatics, 2013

Segmentation of microarray images using pixel classification - Comparison with clustering-based methods.
Comput. Biol. Medicine, 2013

Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2013

An intelligent icons approach for rotor bar fault detection.
Proceedings of the IECON 2013, 2013

2012
Ανάλυση πολυκαναλικών εικόνων χρωμοσωμάτων
PhD thesis, 2012

A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology.
IEEE Trans. Inf. Technol. Biomed., 2012

2010
Identifying touching and overlapping chromosomes using the watershed transform and gradient paths.
Pattern Recognit. Lett., 2010

2009
Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering.
IEEE Trans. Inf. Technol. Biomed., 2009

2008
A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification.
IEEE Trans. Medical Imaging, 2008

A region based decorrelation stretching method: Application to multispectral chromosome image classification.
Proceedings of the International Conference on Image Processing, 2008

2007
Region Based Segmentation and Classification of Multispectral Chromosome Images.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
A Watershed Based Segmentation Method for Multispectral Chromosome Images Classification.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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