Panagiotis E. Pintelas

31 papers C 3Misc 1Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake Detection.
IEEE Trans. Artif. Intell.
Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas
2023 — conf
A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves.
AIAI (1)
Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas
2023 J jnl
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
CoRR
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panagiotis E. Pintelas
2023 J jnl
Special Issue on Machine Learning and AI for Sensors.
Sensors
Panagiotis E. Pintelas, Sotiris Kotsiantis, Ioannis E. Livieris
2022 J jnl
A novel multi-step forecasting strategy for enhancing deep learning models' performance.
Neural Comput. Appl.
Ioannis E. Livieris, Panagiotis E. Pintelas
2021 J jnl
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets.
Sensors
Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas
2021 J jnl
A novel explainable image classification framework: case study on skin cancer and plant disease prediction.
Neural Comput. Appl.
Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panagiotis E. Pintelas
2021 Misc conf
An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices.
AIAI
Emmanuel Pintelas, Ioannis E. Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis E. Pintelas
2021 J jnl
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.
Medical Biol. Eng. Comput.
Ioannis D. Apostolopoulos, Emmanuel G. Pintelas, Ioannis E. Livieris, Dimitris J. Apostolopoulos, Nikolaos D. Papathanasiou, Panagiotis E. Pintelas, George S. Panayiotakis
2021 J jnl
Smoothing and stationarity enforcement framework for deep learning time-series forecasting.
Neural Comput. Appl.
Ioannis E. Livieris, Stavros Stavroyiannis, Lazaros Iliadis, Panagiotis E. Pintelas
2020 J jnl
An improved weight-constrained neural network training algorithm.
Neural Comput. Appl.
Ioannis E. Livieris, Panagiotis E. Pintelas
2020 J jnl
Special Issue on Ensemble Learning and Applications.
Algorithms
Panagiotis E. Pintelas, Ioannis E. Livieris
2019 J jnl
A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays.
Algorithms
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
2019 J jnl
A semi-supervised self-trained two-level algorithm for forecasting students' graduation time.
Intell. Decis. Technol.
Ioannis E. Livieris, Vassilis Tampakas, Nikos I. Karacapilidis, Panagiotis E. Pintelas
2019 J jnl
An adaptive nonmonotone active set - weight constrained - neural network training algorithm.
Neurocomputing
Ioannis E. Livieris, Panagiotis E. Pintelas
2019 J jnl
Gender Recognition by Voice using an Improved Self-Labeled Algorithm.
Mach. Learn. Knowl. Extr.
Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis E. Pintelas
2019 — conf
Predicting Secondary Structure for Human Proteins Based on Chou-Fasman Method.
AIAI (Workshops)
Fotios Kounelis, Andreas Kanavos, Ioannis E. Livieris, Gerasimos Vonitsanos, Panagiotis E. Pintelas
2018 — conf
A review of machine learning prediction methods for anxiety disorders.
DSAI
Emmanuel G. Pintelas, Theodore Kotsilieris, Ioannis E. Livieris, Panagiotis E. Pintelas
2018 — conf
Detecting Lung Abnormalities From X-rays Using an Improved SSL Algorithm.
BRAINS/WS-AFFIN@AmI
Ioannis E. Livieris, Andreas Kanavos, Panagiotis E. Pintelas
2018 — conf
Forecasting Students' Performance Using an Ensemble SSL Algorithm.
TECH-EDU
Ioannis E. Livieris, Vassilis Tampakas, Niki Kiriakidou, Tassos A. Mikropoulos, Panagiotis E. Pintelas
2018 J jnl
On Ensemble SSL Algorithms for Credit Scoring Problem.
Informatics
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
2018 — conf
Predicting length of stay in hospitalized patients using SSL algorithms.
DSAI
Ioannis E. Livieris, Ioannis F. Dimopoulos, Theodore Kotsilieris, Panagiotis E. Pintelas
2018 — conf
Prediction of Students' Graduation Time Using a Two-Level Classification Algorithm.
TECH-EDU
Vassilis Tampakas, Ioannis E. Livieris, Emmanuel Pintelas, Nikos I. Karacapilidis, Panagiotis E. Pintelas
2017 — conf
A hybrid conjugate gradient method based on the self-scaled memoryless BFGS update.
PCI
Ioannis E. Livieris, Stamatis Karlos, Vassilis Tampakas, Panagiotis E. Pintelas
2017 C conf
DSS-PSP - A Decision Support Software for Evaluating Students' Performance.
EANN
Ioannis E. Livieris, Konstantina Drakopoulou, Thodoris Kotsilieris, Vassilis Tampakas, Panagiotis E. Pintelas
2016 J jnl
A limited memory descent Perry conjugate gradient method.
Optim. Lett.
Ioannis E. Livieris, Panagiotis E. Pintelas
2015 J jnl
A modified Perry conjugate gradient method and its global convergence.
Optim. Lett.
Ioannis E. Livieris, Panagiotis E. Pintelas
2015 J jnl
A new class of nonmonotone conjugate gradient training algorithms.
Appl. Math. Comput.
Ioannis E. Livieris, Panagiotis E. Pintelas
2015 — conf
Estimating student dropout in distance higher education using semi-supervised techniques.
Panhellenic Conference on Informatics
Georgios Kostopoulos, Sotiris B. Kotsiantis, Panagiotis E. Pintelas
2015 C conf
Predicting Student Performance in Distance Higher Education Using Semi-supervised Techniques.
MEDI
Georgios Kostopoulos, Sotiris B. Kotsiantis, Panagiotis E. Pintelas
2009 C conf
A memoryless BFGS neural network training algorithm.
INDIN
M. S. Apostolopoulou, Dimitris G. Sotiropoulos, Ioannis E. Livieris, Panagiotis E. Pintelas