5 papers
Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images
Ainhoa Vivel-Couso, Nicolás Vila-Blanco, María J. Carreira +3
Integrating deep learning into healthcare enables personalized care but raises trust issues due to model opacity. To improve transparency, we propose a system for dental age estima…
Sexism Detection on a Data Diet
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose M. Alonso Moral +1
There is an increase in the proliferation of online hate commensurate with the rise in the usage of social media. In response, there is also a significant advancement in the creati…
Introducing User Feedback-based Counterfactual Explanations (UFCE)
Muhammad Suffian, Jose M. Alonso-Moral, Alessandro Bogliolo
Machine learning models are widely used in real-world applications. However, their complexity makes it often challenging to interpret the rationale behind their decisions. Counterf…
Toward enriched Cognitive Learning with XAI
Muhammad Suffian, Ulrike Kuhl, Jose M. Alonso-Moral +1
As computational systems supported by artificial intelligence (AI) techniques continue to play an increasingly pivotal role in making high-stakes recommendations and decisions acro…
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond
Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara +17
This paper presents the real-world smart-meter dataset and offers an analysis of solutions derived from the Energy Prediction Technical Challenges, focusing primarily on two key co…