Emmanuel G. Pintelas

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Pulmonary Nodules

Recurrent Neural Network Model

Image Classification

Top Venues

Neural Comput. Appl.

Int. J. Medical Eng. Informatics

Publications

Ioannis E. Livieris, Emmanuel G. Pintelas, Niki Kiriakidou, Panagiotis P. Pintelas
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM. CoRR (2023)
Emmanuel G. Pintelas, Ioannis E. Livieris, Panagiotis P. Pintelas
A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves. AIAI (1) (2023)
Emmanuel G. Pintelas, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas
A multi-view-CNN framework for deep representation learning in image classification. Comput. Vis. Image Underst. 232 (2023)
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Theodore Kotsilieris, Panayiotis E. Pintelas
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index. Evol. Syst. 13 (1) (2022)
Emmanuel G. Pintelas, Panayiotis E. Pintelas
A 3D-CAE-CNN model for Deep Representation Learning of 3D images. Eng. Appl. Artif. Intell. 113 (2022)
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)
Emmanuel G. Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction. J. Imaging 6 (6) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Niki Kiriakidou, Stavros Stavroyiannis
An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement. AIAI Workshops (2020)
Emmanuel G. Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach. AIAI (2) (2020)
Emmanuel G. Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability. Algorithms 13 (1) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series. Algorithms 13 (5) (2020)
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Panayiotis E. Pintelas
A novel validation framework to enhance deep learning models in time-series forecasting. Neural Comput. Appl. 32 (23) (2020)
Theodore Kotsilieris, Emmanuel G. Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
Predicting anxiety disorders and suicide tendency using machine learning: a review. Int. J. Medical Eng. Informatics 12 (6) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Panayiotis E. Pintelas
A CNN-LSTM model for gold price time-series forecasting. Neural Comput. Appl. 32 (23) (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)
Vassilis Tampakas, Ioannis E. Livieris, Emmanuel G. Pintelas, Nikos I. Karacapilidis, Panagiotis P. Pintelas
Prediction of Students' Graduation Time Using a Two-Level Classification 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)