Ensemble of evolving data clouds and fuzzy models for weather time series prediction. - Eduardo A. Soares 001; Pyramo Costa; Bruno Costa 004; Daniel F. Leite (Appl. Soft Comput., 2018)

Interpretable Approximation of a Deep Reinforcement Learning Agent as a Set of If-Then Rules. - Subramanya Nageshrao; Bruno Costa 004; Dimitar P. Filev (ICMLA, 2019)

Explainable Density-Based Approach for Self-Driving Actions Classification. - Eduardo A. Soares 001; Plamen Angelov 001; Dimitar P. Filev; Bruno Costa 004; Marcos Castro; Subramanya Nageshrao (ICMLA, 2019)

Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios. - Eduardo A. Soares 001; Plamen Angelov 001; Bruno Costa 004; Marcos Castro (IJCNN, 2019)

Efficient data-driven encoding of scene motion using Eccentricity. - Bruno Costa 004; Enrique Corona; Mostafa Parchami; Gint Puskorius; Dimitar P. Filev (CoRR, 2021)

Explaining Deep Learning Models Through Rule-Based Approximation and Visualization. - Eduardo A. Soares 001; Plamen P. Angelov; Bruno Costa 004; Marcos Castro; Subramanya Nageshrao; Dimitar P. Filev (IEEE Trans. Fuzzy Syst., 2021)