Publications

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2018
Pereira, T., S. Cardoso, D. Silva, M. Guerreiro, A. de Mendonça, and S. C. Madeira, "Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease", Workshop on Machine Learning for Medicine and Healthcare, 2018.
2017
Ferreira, F. L., S. Cardoso, D. Silva, M. Guerreiro, A. de Mendonça, and S. C. Madeira, "Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer’s Disease Using Genetic Algorithms", International Conference on Practical Applications of Computational Biology & Bioinformatics: Springer, pp. 180–188, 2017.
Pereira, T., S. Cardoso, D. Silva, A. de Mendonça, M. Guerreiro, and S. C. Madeira, "Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach", International Conference on Practical Applications of Computational Biology & Bioinformatics: Springer, pp. 155–163, 2017.
2015
Maruta, C., T. Pereira, S. C. Madeira, A. de Mendonça, and M. Guerreiro, "Classification of primary progressive aphasia: Do unsupervised data mining methods support a logopenic variant?", Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration, vol. 16, no. 3-4: Taylor & Francis, pp. 147–159, 2015.
2014
Pereira, T., C. Maruta, A. de Mendonça, M. Guerreiro, and S. C. Madeira, "Do Data Mining Methods Support the Three-Group Diagnostic Model of Primary Progressive Aphasia?", ACM SIGKDD Workshop on Healthcare Informatics (HI-KDD 2014), 2014.