Panagiotis E. Pintelas

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 21

Top Topics

Conjugate Gradient

Global Convergence

Training Algorithm

Top Venues

Neural Comput. Appl.

Publications

Panagiotis E. Pintelas, Sotiris Kotsiantis, Ioannis E. Livieris
Special Issue on Machine Learning and AI for Sensors. Sensors 23 (5) (2023)
Emmanuel G. Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets. Sensors 21 (22) (2021)
Emmanuel G. Pintelas, Ioannis E. Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis E. Pintelas
An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices. AIAI (2021)
Ioannis D. Apostolopoulos, Emmanuel G. Pintelas, Ioannis E. Livieris, Dimitris J. Apostolopoulos, Nikolaos D. Papathanasiou, Panagiotis E. Pintelas, George S. Panayiotakis
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques. Medical Biol. Eng. Comput. 59 (6) (2021)
Emmanuel G. Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panagiotis E. Pintelas
A novel explainable image classification framework: case study on skin cancer and plant disease prediction. Neural Comput. Appl. 33 (22) (2021)
Ioannis E. Livieris, Stavros Stavroyiannis, Lazaros Iliadis, Panagiotis E. Pintelas
Smoothing and stationarity enforcement framework for deep learning time-series forecasting. Neural Comput. Appl. 33 (20) (2021)
Panagiotis E. Pintelas, Ioannis E. Livieris
Special Issue on Ensemble Learning and Applications. Algorithms 13 (6) (2020)
Ioannis E. Livieris, Panagiotis E. Pintelas
An improved weight-constrained neural network training algorithm. Neural Comput. Appl. 32 (9) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Panagiotis E. Pintelas
Gender Recognition by Voice using an Improved Self-Labeled Algorithm. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Ioannis E. Livieris, Vassilis Tampakas, Nikos I. Karacapilidis, Panagiotis E. Pintelas
A semi-supervised self-trained two-level algorithm for forecasting students' graduation time. Intell. Decis. Technol. 13 (3) (2019)
Fotios Kounelis, Andreas Kanavos, Ioannis E. Livieris, Gerasimos Vonitsanos, Panagiotis E. Pintelas
Predicting Secondary Structure for Human Proteins Based on Chou-Fasman Method. AIAI (Workshops) (2019)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays. Algorithms 12 (3) (2019)
Ioannis E. Livieris, Panagiotis E. Pintelas
An adaptive nonmonotone active set - weight constrained - neural network training algorithm. Neurocomputing 360 (2019)
Ioannis E. Livieris, Ioannis F. Dimopoulos, Theodore Kotsilieris, Panagiotis E. Pintelas
Predicting length of stay in hospitalized patients using SSL algorithms. DSAI (2018)
Ioannis E. Livieris, Vassilis Tampakas, Niki Kiriakidou, Tassos A. Mikropoulos, Panagiotis E. Pintelas
Forecasting Students' Performance Using an Ensemble SSL Algorithm. TECH-EDU (2018)
Emmanuel G. Pintelas, Theodore Kotsilieris, Ioannis E. Livieris, Panagiotis E. Pintelas
A review of machine learning prediction methods for anxiety disorders. DSAI (2018)
Ioannis E. Livieris, Andreas Kanavos, Panagiotis E. Pintelas
Detecting Lung Abnormalities From X-rays Using an Improved SSL Algorithm. BRAINS/WS-AFFIN@AmI (2018)
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
On Ensemble SSL Algorithms for Credit Scoring Problem. Informatics 5 (4) (2018)
Ioannis E. Livieris, Konstantina Drakopoulou, Thodoris Kotsilieris, Vassilis Tampakas, Panagiotis E. Pintelas
DSS-PSP - A Decision Support Software for Evaluating Students' Performance. EANN (2017)
Ioannis E. Livieris, Stamatis Karlos, Vassilis Tampakas, Panagiotis E. Pintelas
A hybrid conjugate gradient method based on the self-scaled memoryless BFGS update. PCI (2017)
Ioannis E. Livieris, Panagiotis E. Pintelas
A limited memory descent Perry conjugate gradient method. Optim. Lett. 10 (8) (2016)
Georgios Kostopoulos, Sotiris B. Kotsiantis, Panagiotis E. Pintelas
Estimating student dropout in distance higher education using semi-supervised techniques. Panhellenic Conference on Informatics (2015)
Ioannis E. Livieris, Panagiotis E. Pintelas
A modified Perry conjugate gradient method and its global convergence. Optim. Lett. 9 (5) (2015)
Ioannis E. Livieris, Panagiotis E. Pintelas
A new class of nonmonotone conjugate gradient training algorithms. Appl. Math. Comput. 266 (2015)
Georgios Kostopoulos, Sotiris B. Kotsiantis, Panagiotis E. Pintelas
Predicting Student Performance in Distance Higher Education Using Semi-supervised Techniques. MEDI (2015)