Frederick University

Arts-Based Approaches for Futures Literacy in Pre-Service Teacher Education: Their Pedagogical Potential and Challenges

Futures Literacy is increasingly recognized as a key sustainability competence within the GreenComp framework, yet limited research has examined how arts-based pedagogies in teacher education can foster it. This study explores arts-based approaches to Futures Literacy within a mi...

Conformal prediction for multi-label learning: a review of methods and guarantees

Multi-label learning (MLL) is a machine learning paradigm that aims to predict a set of labels for each instance, rather than a single class. Such tasks arise in a wide range of real-world applications and pose significant challenges, including an exponentially large output space...