Emmanuel Pintelas

29 papers Misc 1Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeNeX: Genetic Network eXperts framework for addressing Validation Overfitting.
CoRR
Emmanuel Pintelas, Ioannis E. Livieris
2025 J jnl
Convolutional neural network framework for deepfake detection: A diffusion-based approach.
Comput. Vis. Image Underst.
Emmanuel Pintelas, Ioannis E. Livieris
2025 J jnl
Feature augmentation-based CNN framework for skin-cancer diagnosis.
Evol. Syst.
Emmanuel Pintelas, Ioannis E. Livieris, Vasilis Tampakas, Panayiotis E. Pintelas
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
2025 J jnl
Researching the detection of continuous gravitational waves based on signal processing and ensemble learning.
Neural Comput. Appl.
Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
2024 J jnl
A Natural Language Processing Framework for Hotel Recommendation Based on Users' Text Reviews.
CoRR
Lavrentia Aravani, Emmanuel Pintelas, Christos Pierrakeas, Panagiotis Pintelas
2024 J jnl
Adaptive augmentation framework for domain independent few shot learning.
Knowl. Based Syst.
Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
2024 J jnl
MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization.
Big Data Cogn. Comput.
Emmanuel Pintelas, Ioannis E. Livieris, Vasilis Tampakas, Panayiotis 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
A multi-view-CNN framework for deep representation learning in image classification.
Comput. Vis. Image Underst.
Emmanuel Pintelas, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis 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
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
J. Imaging
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panayiotis E. Pintelas
2023 — —
Intrinsic interpretable machine learning frameworks for image classification
Emmanuel Pintelas
2022 J jnl
A 3D-CAE-CNN model for Deep Representation Learning of 3D images.
Eng. Appl. Artif. Intell.
Emmanuel Pintelas, Panayiotis E. Pintelas
2022 J jnl
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index.
Evol. Syst.
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Theodore Kotsilieris, Panayiotis 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 — conf
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned.
NeurIPS (Competition and Demos)
Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin
2020 J jnl
A CNN-LSTM model for gold price time-series forecasting.
Neural Comput. Appl.
Ioannis E. Livieris, Emmanuel Pintelas, Panayiotis E. Pintelas
2020 J jnl
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability.
Algorithms
Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
2020 J jnl
A novel validation framework to enhance deep learning models in time-series forecasting.
Neural Comput. Appl.
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Panayiotis E. Pintelas
2020 — conf
An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement.
AIAI (Workshops)
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Stavros Stavroyiannis
2020 J jnl
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series.
Algorithms
Ioannis E. Livieris, Emmanuel Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas
2020 J jnl
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction.
J. Imaging
Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas
2020 — conf
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach.
AIAI (2)
Emmanuel Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas
2020 J jnl
Predicting anxiety disorders and suicide tendency using machine learning: a review.
Int. J. Medical Eng. Informatics
Theodore Kotsilieris, Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis 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
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