Explainable Abstract Trains Dataset. - Manuel de Sousa Ribeiro; Ludwig Krippahl; João Leite 001 (CoRR, 2020)

Aligning Artificial Neural Networks and Ontologies towards Explainable AI. - Manuel de Sousa Ribeiro; João Leite 001 (AAAI, 2021)

Looking Inside the Black-Box: Logic-based Explanations for Neural Networks. - João Ferreira; Manuel de Sousa Ribeiro; Ricardo Gonçalves 001; João Leite 001 (KR, 2022)

On Modifying a Neural Network's Perception. - Manuel de Sousa Ribeiro; João Leite 001 (CoRR, 2023)

On the Performance of Concept Probing: The Influence of the Data (Extended Version). - Manuel de Sousa Ribeiro; Afonso Leote; João Leite 001 (CoRR, 2025)

Concept Probing: Where to Find Human-Defined Concepts (Extended Version). - Manuel de Sousa Ribeiro; Afonso Leote; João Leite 001 (CoRR, 2025)