Petros S. Karvelis

64 papers B 4C 8Journal 20Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Review of Automatic Text Summarization: The Case of Greek Legal Documents. SEEDA-CECNSM Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2025	J	`jnl`	Advanced Computer Vision Methods for Avian Risk Assessment Using Multispectral Drones. IEEE Access Dimitrios Mpouziotas, Petros S. Karvelis, Ioulia Kapsali, Chrysostomos D. Stylios, Vasilios Tsiouris
2025	—	`conf`	End-to-End Web-GIS and Computer Vision System Using UAV Imagery for Avian Monitoring and Risk Assessment. SEEDA-CECNSM Dimitrios Mpouziotas, Panagiotis Georgiou, Georgios Pachoulas, Petros S. Karvelis, Chrysostomos D. Stylios
2025	J	`jnl`	Exploring the diverse world of SAX-based methodologies. Data Min. Knowl. Discov. Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2025	—	`conf`	Greek Automatic Text Summarization: From General Language Models to Legal Domain Challenges. SEEDA-CECNSM Panagiota Athanasiou, Petros S. Karvelis, Chrysostomos D. Stylios
2025	—	`conf`	Machine Learning Based Solutions for Salt Marsh Monitoring. SEEDA-CECNSM Dimitrios Mitrogiorgos, Petros S. Karvelis, Alice Stocco, Nikos Koutsias, Chrysostomos D. Stylios
2025	—	`conf`	SAX-Based GNN Embeddings for Time Series. DSP Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2024	—	`conf`	A Multimodal Computer Vision Approach for Wildlife Bird Surveillance using Drones. SEEDA-CECNSM Dimitrios Mpouziotas, Petros S. Karvelis, Chrysostomos D. Stylios
2024	J	`jnl`	How natural language processing derived techniques are used on biological data: a systematic review. Netw. Model. Anal. Health Informatics Bioinform. Emmanouil D. Oikonomou, Petros S. Karvelis, Nikolaos Giannakeas, Aristidis G. Vrahatis, Evripidis Glavas, Alexandros T. Tzallas
2024	J	`jnl`	Unveiling University Groupings: A Clustering Analysis for Academic Rankings. Data George Matlis, Nikos Dimokas, Petros S. Karvelis
2023	—	`conf`	A Clustering-Based Approach for Ranking Universities. IISA George Matlis, Nikos Dimokas, Petros S. Karvelis
2023	J	`jnl`	An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms. Algorithms Theodoros Tzelepis, George Matlis, Nikos Dimokas, Petros S. Karvelis, Paraskevi Malliou, Anastasia Beneka
2023	J	`jnl`	Performance and early drop prediction for higher education students using machine learning. Expert Syst. Appl. Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros S. Karvelis, Nikolaos Antoniadis, Evripidis Glavas, Nikolaos Giannakeas
2022	—	`conf`	A comparative study on recognizing human activities by applying diverse Machine Learning approaches. EMBC Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2022	—	`conf`	Cooperative Intelligent Transport Systems Solution: a Cooperative Safety Application. SEEDA-CECNSM Nikos Dimokas, Pavlos Spanidis, Ioannis Tsetsinas, Ioannis Gkragkopoulos, Maria Gemou, Petros S. Karvelis
2022	—	`conf`	Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques. SecDev Emmanouil Gionanidis, Petros S. Karvelis, George K. Georgoulas, Konstantinos Stamos, Purvi Garg
2022	—	`conf`	Object Detection for Low Light Images. SEEDA-CECNSM Dimitrios Mpouziotas, Eleftherios Mastrapas, Nikos Dimokas, Petros S. Karvelis, Evripidis Glavas
2022	—	`conf`	Safe Driving Mobile Application using Gamification. SEEDA-CECNSM Platon Dimitriadis, Nikos Dimokas, Petros S. Karvelis
2022	—	`conf`	Tracking individuals' health using mobile applications and Machine Learning. SEEDA-CECNSM Giannis Botilias, Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios
2021	J	`jnl`	An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos
2021	J	`jnl`	Correction to "Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation". IEEE Access Christoforos Kanellakis, Petros S. Karvelis, Sina Sharif Mansouri, Ali-Akbar Agha-Mohammadi, George Nikolakopoulos
2021	—	`conf`	Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process. MED Paraskevas Schismenos, Petros S. Karvelis, Chrysostomos D. Stylios
2021	—	`conf`	Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2021	J	`jnl`	Towards Autonomous Aerial Scouting Using Multi-Rotors in Subterranean Tunnel Navigation. IEEE Access Christoforos Kanellakis, Petros S. Karvelis, Sina Sharif Mansouri, Ali-Akbar Agha-Mohammadi, George Nikolakopoulos
2020	—	`conf`	A Machine Learning Approach for Human Activity Recognition. pHealth Angelos Papoutsis, Giannis Botilias, Petros S. Karvelis, Chrysostomos D. Stylios
2020	—	`conf`	MAV Navigation in Unknown Dark Underground Mines Using Deep Learning. ECC Sina Sharif Mansouri, Christoforos Kanellakis, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
2020	J	`jnl`	MAV Navigation in Unknown Dark Underground Mines Using Deep Learning. CoRR Sina Sharif Mansouri, Christoforos Kanellakis, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
2020	—	`conf`	Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios
2020	J	`jnl`	PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction. Sensors Petros S. Karvelis, Daniele Mazzei, Matteo Biviano, Chrysostomos D. Stylios
2020	—	`conf`	Track My Health: An IoT Approach for Data Acquisition and Activity Recognition. pHealth Giannis Botilias, Angelos Papoutsis, Petros S. Karvelis, Chrysostomos D. Stylios
2020	J	`jnl`	Where to look: a collection of methods forMAV heading correction in underground tunnels. IET Image Process. Christoforos Kanellakis, Sina Sharif Mansouri, Miguel Castaño, Petros S. Karvelis, Dariusz Kominiak, George Nikolakopoulos
2019	C	`conf`	Image Enhancing in Poorly Illuminated Subterranean Environments for MAV Applications: A Comparison Study. ICVS Christoforos Kanellakis, Petros S. Karvelis, George Nikolakopoulos
2019	C	`conf`	Open Space Attraction Based Navigation in Dark Tunnels for MAVs. ICVS Christoforos Kanellakis, Petros S. Karvelis, George Nikolakopoulos
2019	—	`conf`	Short Time Wind Forecasting with Uncertainty. IISA Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios
2019	C	`conf`	Vision-based MAV Navigation in Underground Mine Using Convolutional Neural Network. IECON Sina Sharif Mansouri, Petros S. Karvelis, Christoforos Kanellakis, Dariusz Kominiak, George Nikolakopoulos
2019	C	`conf`	Visual Subterranean Junction Recognition for MAVs based on Convolutional Neural Networks. IECON Sina Sharif Mansouri, Petros S. Karvelis, Christoforos Kanellakis, Anton Koval, George Nikolakopoulos
2018	—	`conf`	Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction. IEEE Conf. on Intelligent Systems Petros S. Karvelis, Theofanis-Aristofanis Michail, Daniele Mazzei, Stefanos Petsios, Andrea Baù, Gabriele Montelisciani, Chrysostomos D. Stylios
2018	C	`conf`	Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas
2018	B	`conf`	Topic recommendation using Doc2Vec. IJCNN Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios
2017	—	`conf`	A laser dot tracking method for the assessment of sensorimotor function of the hand. MED Petros S. Karvelis, Ulrik Röijezon, Ragnar Faleij, George K. Georgoulas, Sina Sharif Mansouri, George Nikolakopoulos
2017	—	`conf`	An ordinal classification approach for CTG categorization. EMBC George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos
2017	B	`conf`	Ensemble learning for forecasting main meteorological parameters. SMC Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios
2016	—	`conf`	Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios
2016	—	`conf`	Towards a fully automated tool for annotation of phasic electromyographic activity. MED Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2015	J	`jnl`	A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios
2015	C	`conf`	Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON 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
2015	—	`conf`	Symbolic time series analysis of the soft starting transient in induction machines. ICIT 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
2014	—	`conf`	A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	C	`conf`	An automated thermographic image segmentation method for induction motor fault diagnosis. IECON Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon
2014	—	`conf`	Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská
2014	—	`conf`	Semi-Automated Annotation of Phasic Electromyographic Activity. SETN Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2014	J	`jnl`	Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise
2013	C	`conf`	An intelligent icons approach for rotor bar fault detection. IECON Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon
2013	—	`conf`	Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku
2013	J	`jnl`	Fully Unsupervised M-FISH Chromosome Image Characterization. IEEE J. Biomed. Health Informatics Petros S. Karvelis, Aristidis Likas
2013	J	`jnl`	Segmentation of microarray images using pixel classification - Comparison with clustering-based methods. Comput. Biol. Medicine Nikolaos Giannakeas, Petros S. Karvelis, Themis P. Exarchos, Fanis G. Kalatzis, Dimitrios I. Fotiadis
2012	J	`jnl`	A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology. IEEE Trans. Inf. Technol. Biomed. Lambros S. Athanasiou, Petros S. Karvelis, Vasilis D. Tsakanikas, Katerina K. Naka, Lampros K. Michalis, Christos V. Bourantas, Dimitrios I. Fotiadis
2012	—	`—`	Ανάλυση πολυκαναλικών εικόνων χρωμοσωμάτων Petros S. Karvelis
2010	J	`jnl`	Identifying touching and overlapping chromosomes using the watershed transform and gradient paths. Pattern Recognit. Lett. Petros S. Karvelis, Aristidis Likas, Dimitrios I. Fotiadis
2009	J	`jnl`	Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering. IEEE Trans. Inf. Technol. Biomed. Petros S. Karvelis, Dimitrios I. Fotiadis, Dimitrios G. Tsalikakis, Ioannis Georgiou
2008	J	`jnl`	A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification. IEEE Trans. Medical Imaging Petros S. Karvelis, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Ioannis Georgiou
2008	B	`conf`	A region based decorrelation stretching method: Application to multispectral chromosome image classification. ICIP Petros S. Karvelis, Dimitrios I. Fotiadis
2007	B	`conf`	Region Based Segmentation and Classification of Multispectral Chromosome Images. CBMS Petros S. Karvelis, Dimitrios I. Fotiadis, Alexandros T. Tzallas, Ioannis Georgiou
2006	—	`conf`	A Watershed Based Segmentation Method for Multispectral Chromosome Images Classification. EMBC Petros S. Karvelis, Dimitrios I. Fotiadis, Ioannis Georgiou, Marika Syrrou