Supervising and Managing Projects through a Template based e-Portfolio System. - Catarina Félix; Álvaro Figueira (CSEDU (1), 2012)

POPSTAR at RepLab 2013: Name Ambiguity Resolution on Twitter. - Pedro Saleiro; Luis Rei; Arian Pasquali; Carlos Soares; Jorge Teixeira; Fábio Pinto; Mohammad Nozari Zarmehri; Catarina Félix; Pedro Strecht (CLEF (Working Notes), 2013)

Monitoring Recommender Systems: A Business Intelligence Approach. - Catarina Félix; Carlos Soares; Alípio Jorge; João Vinagre (ICCSA (6), 2014)

Metalearning for Multiple-Domain Transfer Learning. - Catarina Félix; Carlos Soares; Alípio Jorge (MetaSel@PKDD/ECML, 2015)

Can Metalearning Be Applied to Transfer on Heterogeneous Datasets? - Catarina Félix; Carlos Soares; Alípio Jorge (HAIS, 2016)

Metalearning for multiple-domain Transfer Learning - Catarina Félix de Oliveira (2019)

Predicting students' performance using survey data. - Catarina Félix; Sónia Rolland Sobral (EDUCON, 2020)

How Does Learning Analytics Contribute to Prevent Students' Dropout in Higher Education: A Systematic Literature Review. - Catarina Félix de Oliveira; Sónia Rolland Sobral; Maria João Ferreira; Fernando Moreira (Big Data Cogn. Comput., 2021)

Clustering Algorithm to Measure Student Assessment Accuracy: A Double Study. - Sónia Rolland Sobral; Catarina Félix de Oliveira (Big Data Cogn. Comput., 2021)

Interpretable Success Prediction in a Computer Networks Curricular Unit Using Machine Learning. - Catarina Félix de Oliveira; Sónia Rolland Sobral; Maria João Ferreira; Fernando Moreira (CENTERIS/ProjMAN/HCist, 2023)