3 papers
cs.NE2026
GeNeX: Genetic Network eXperts framework for addressing Validation Overfitting
Emmanuel Pintelas, Ioannis E. Livieris
Excessive reliance on validation performance during model selection can lead to validation overfitting (VO), where models appear effective during development but fail at test time.…
cs.LG2024
A Natural Language Processing Framework for Hotel Recommendation Based on Users' Text Reviews
Lavrentia Aravani, Emmanuel Pintelas, Christos Pierrakeas +1
Recently, the application of Artificial Intelligence algorithms in hotel recommendation systems has become an increasingly popular topic. One such method that has proven to be effe…
cs.CV2023
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou +1
With the proliferation of image-based applications in various domains, the need for accurate and interpretable image similarity measures has become increasingly critical. Existing…