panagiotis pintelas
University of Patras
H-index: 37
Europe-Greece
Top articles of panagiotis pintelas
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Mutual information-based neighbor selection method for causal effect estimation | Neural Computing and Applications | Niki Kiriakidou Ioannis E Livieris Panagiotis Pintelas | 2024/2/23 |
Special Issue on Ensemble Learning and/or Explainability | Panagiotis Pintelas Ioannis E Livieris | 2023/1/11 | |
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM | Journal of Imaging | Ioannis E Livieris Emmanuel Pintelas Niki Kiriakidou Panagiotis Pintelas | 2023/10/14 |
A multi-view-CNN framework for deep representation learning in image classification | Computer Vision and Image Understanding | Emmanuel Pintelas Ioannis E Livieris Sotiris Kotsiantis Panagiotis Pintelas | 2023/7/1 |
Explainable feature extraction and prediction framework for 3d image recognition applied to pneumonia detection | Electronics | Emmanuel Pintelas Ioannis E Livieris Panagiotis Pintelas | 2023/6/14 |
A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves | Emmanuel Pintelas Ioannis E Livieris Panagiotis Pintelas | 2023/6/1 | |
Special Issue on Machine Learning and AI for Sensors | Panagiotis Pintelas Sotiris Kotsiantis Ioannis E Livieris | 2023/3/3 | |
Heart Disease Prediction Using Concatenated Hybrid Ensemble Classifiers | Algorithms | Annwesha Banerjee Majumder Somsubhra Gupta Dharmpal Singh Biswaranjan Acharya Vassilis C Gerogiannis | 2023/11/25 |
A novel multi-step forecasting strategy for enhancing deep learning models’ performance | Neural Computing and Applications | Ioannis E Livieris Panagiotis Pintelas | 2022/11 |
A 3D-CAE-CNN model for Deep Representation Learning of 3D images | Engineering Applications of Artificial Intelligence | Emmanuel Pintelas Panagiotis Pintelas | 2022/8/1 |
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index | Evolving Systems | Ioannis E Livieris Stavros Stavroyiannis Emmanuel Pintelas Theodore Kotsilieris Panagiotis Pintelas | 2022/2/1 |
An autoencoder convolutional neural network framework for sarcopenia detection based on multi-frame ultrasound image slices | Emmanuel Pintelas Ioannis E Livieris Nikolaos Barotsis George Panayiotakis Panagiotis Pintelas | 2021 | |
A novel explainable image classification framework: Case study on skin cancer and plant disease prediction | Neural Computing and Applications | Emmanuel Pintelas Meletis Liaskos Ioannis E Livieris Sotiris Kotsiantis Panagiotis Pintelas | 2021/11 |
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting. Electronics 2021, 10, 287 | IE Livieris N Kiriakidou S Stavroyiannis P Pintelas | 2021 | |
Smoothing and stationarity enforcement framework for deep learning time-series forecasting | Neural Computing and Applications | Ioannis E Livieris Stavros Stavroyiannis Lazaros Iliadis Panagiotis Pintelas | 2021/10 |
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques | Medical & Biological Engineering & Computing | Ioannis D Apostolopoulos Emmanuel G Pintelas Ioannis E Livieris Dimitris J Apostolopoulos Nikolaos D Papathanasiou | 2021/6 |
Employing fuzzy logic to analyze the structure of complex biological and epidemic spreading models | Mathematics | Nickie Lefevr Andreas Kanavos Vassilis C Gerogiannis Lazaros Iliadis Panagiotis Pintelas | 2021/4/27 |
On ensemble techniques of weight-constrained neural networks | Evolving Systems | Ioannis E Livieris Lazaros Iliadis Panagiotis Pintelas | 2021/3 |
A convolutional autoencoder topology for classification in high-dimensional noisy image datasets | Sensors | Emmanuel Pintelas Ioannis E Livieris Panagiotis E Pintelas | 2021/11/20 |
Predicting anxiety disorders and suicide tendency using machine learning: a review | Theodore Kotsilieris Emmanuel Pintelas Ioannis E Livieris Panagiotis Pintelas | 2020 |
Co-Authors
