Ioannis E. Livieris
University of Patras
H-index: 27
Europe-Greece
Top articles of Ioannis E. Livieris
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
C-XGBoost: A tree boosting model for causal effect estimation | arXiv preprint arXiv:2404.00751 | Niki Kiriakidou Ioannis E Livieris Christos Diou | 2024/3/31 |
Mutual information-based neighbor selection method for causal effect estimation | Neural Computing and Applications | Niki Kiriakidou Ioannis E Livieris Panagiotis Pintelas | 2024/2/23 |
An evaluation framework for synthetic data generation models | arXiv preprint arXiv:2404.08866 | Ioannis E Livieris Nikos Alimpertis George Domalis Dimitris Tsakalidis | 2024/4/13 |
Special Issue on Ensemble Learning and/or Explainability | Panagiotis Pintelas Ioannis E Livieris | 2023/1/11 | |
An advanced explainable and interpretable ML-based framework for educational data mining | Ioannis E Livieris Nikos Karacapilidis Georgios Domalis Dimitris Tsakalidis | 2023/7/12 | |
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 novel forecasting strategy for improving the performance of deep learning models | Expert Systems with Applications | Ioannis E Livieris | 2023/6/2 |
A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves | Emmanuel Pintelas Ioannis E Livieris Panagiotis Pintelas | 2023/6/1 | |
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM | Journal of Imaging | Ioannis E Livieris Emmanuel Pintelas Niki Kiriakidou Panagiotis Pintelas | 2023/10/14 |
Special Issue on Machine Learning and AI for Sensors | Panagiotis Pintelas Sotiris Kotsiantis Ioannis E Livieris | 2023/3/3 | |
XSC—An eXplainable Image Segmentation and Classification Framework: A Case Study on Skin Cancer | Electronics | Emmanuel Pintelas Ioannis E Livieris | 2023/8/22 |
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 |
Special Issue: Regularization Techniques for Machine Learning and Their Applications. Electronics 2022, 11, 521 | T Kotsilieris I Anagnostopoulos IE Livieris | 2022 | |
A novel multi-step forecasting strategy for enhancing deep learning models’ performance | Neural Computing and Applications | Ioannis E Livieris Panagiotis Pintelas | 2022/11 |
A semi-supervised approach for electricity theft monitoring: A use case in Cyprus | Manthos Kampourakis Ioannis E Livieris Giorgos Fiotakis Spyros Fourakis Nikos Kyriakoulis | 2022/7/20 | |
A decision support system for online predictive maintenance of distribution transformers | Manthos Kampourakis Giorgos Fiotakis Ioannis E Livieris Spyros Fourakis Nikos Kyriakoulis | 2022/7/20 | |
Regularization techniques for machine learning and their applications | Theodore Kotsilieris Ioannis Anagnostopoulos Ioannis E Livieris | 2022/2/10 | |
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 |
On ensemble techniques of weight-constrained neural networks | Evolving Systems | Ioannis E Livieris Lazaros Iliadis Panagiotis Pintelas | 2021/3 |
Co-Authors
