List of publications of Gianluca Bontempi
Direction of Ph.D. (17)
12.
Alexander Miranda, A. (2011). Spectral factor model for time series learning (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
13.
Caelen, O. (2009). Sélection séquentielle en environnement aléatoire appliquée à l'apprentissage supervisé (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
14.
Kontos, K. (2009). Gaussian graphical model selection for gene regulatory network reverse engineering and function prediction (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
15.
Le Borgne, Y.-A. (2009). Learning in wireless sensor networks for energy-efficient environmental monitoring (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
16.
Haibe-Kains, B. (2009). Identification and assessment of gene signatures in human breast cancer (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
17.
Meyer, P. E. (2008). Information-theoretic variable selection and network inference from microarray data (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
Member of Ph.D. jury (21)
1.
Gilon, C. (2024). Paroxysmal Atrial Fibrillation Onset Forecast and Risk Identification During Sinus Rhythm: A Machine Learning Approach (Unpublished doctoral dissertation). Université libre de Bruxelles, Ecole polytechnique de Bruxelles – Informatique, Bruxelles.
2.
García-Díaz, A. (2023). Fast Search for Small and Efficient Neural Network Architectures through In-Supervised Learning (Unpublished doctoral dissertation). Université libre de Bruxelles, Ecole polytechnique de Bruxelles – Informatique, Bruxelles.
3.
Foucart, A. (2022). Impact of real-world annotations on the training and evaluation of deep learning algorithms in digital pathology (Unpublished doctoral dissertation). Université libre de Bruxelles, Ecole polytechnique de Bruxelles – Biomédical, Bruxelles.
4.
Ciortan, M. (2022). Unsupervised analysis of scRNA-seq data with machine learning models (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté des Sciences – Informatique, Bruxelles.
5.
Brown, D. N. (2017). Application of phylogenetic inference methods to quantify intra-tumour heterogeneity and evolution of breast cancers (Unpublished doctoral dissertation). Université libre de Bruxelles, Faculté de Médecine – Sciences biomédicales, Bruxelles.
6.
Devooght, R. (2017). Similarity measures on graphs and novel methods for collaborative filtering (Unpublished doctoral dissertation). Université libre de Bruxelles, Ecole polytechnique de Bruxelles – Informatique, Bruxelles.
