Class Imbalance in the Prediction of Dementia from Neuropsychological Data. - Cecília Nunes; Dina Silva; Manuela Guerreiro; Alexandre de Mendonça; Alexandra M. Carvalho; Sara C. Madeira (EPIA, 2013)

A Monte Carlo Tree Search Approach to Learning Decision Trees. - Cecília Nunes; Mathieu De Craene; Hélène Langet; Oscar Camara 001; Anders Jonsson 001 (ICMLA, 2018)

Towards the improvement of decision tree learning: a perspective on search and evaluation. - Cecília Nunes (2019)

Learning decision trees through Monte Carlo tree search: An empirical evaluation. - Cecília Nunes; Mathieu De Craene; Hélène Langet; Oscar Camara 001; Anders Jonsson 001 (WIREs Data Mining Knowl. Discov., 2020)

Decision Tree Learning for Uncertain Clinical Measurements. - Cecília Nunes; Hélène Langet; Mathieu De Craene; Oscar Camara 001; Bart H. Bijnens; Anders Jonsson 001 (IEEE Trans. Knowl. Data Eng., 2021)