Telma Pereira, "A data mining approach to study disease presentation patterns in PPA and MCI", PhD Program in Biomedical Enigineering, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Manuela Guerreiro, IMM/FMUL. (2014 - )(FCT grant)
Marco Pinheiro, "Energy Forecasting (to be defined)", PhD Program in Computer Science and Engineering (DEIC), Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Alexandre Francisco, IST. (2015 - )(EDP)
Francisco Ferreira, "A temporal mining approach for prognostic prediction
in Alzheimer's disease using heterogeneous clinical
data", PhD Program in Biomedical Enigineering, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Alexandre de Mendonça, IMM/FMUL. (2015 - )
Concluded
André V. Carreiro, "An integrative mining approach to unravel prognostic markers in neurodegenerative diseases", PhD Program in Biomedical Engineering, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Mamede de Carvalho, IMM/FMUL. (June 2016 )(Pass with Distintion at IST, FCT grant)
Rui Henriques, "Learning from High-Dimensional Data using Local Descriptive Models", PhD Program in Computer Science and Engineering (DEIC), Instituto Superior Técnico, University of Lisbon; Supervisor. (January 2016) (Pass with Distintion and Honour at IST, Best PhD student award at INESC-ID in 2016, Nominated for Prémio Abreu Faro, FCT grant)
Joana P. Gonçalves, "Integrative mining of gene regulation and its perturbations", PhD Program in Computer Science and Engineering (DEIC), Instituto Superior Técnico (IST), Technical University of Lisbon; Supervisor;Co-supervisor: Prof. Yves Moreau, KULeuven. (January 2013) (Pass with Distintion and Honour at IST, Best PhD student award at INESC-ID in 2012, Nominated for Prémio Abreu Faro, FCT grant)