Defended PhD Theses

Defended Ph.D. Theses

2018

Carcillo, Fabrizio

Beyond Supervised Learning in Credit Card Fraud Detection: A Dive into Semi-supervised and Distributed Learning PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Bizet, Martin

Bioinformatic inference of a prognostic epigenetic signature of immunity in breast cancers PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Reggiani, Claudio

Bioinformatic discovery of novel exons expressed in human brain and their association with neurodevelopmental disorders PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2015

Pozzolo, Andrea Dal

Adaptive Machine Learning for Credit Card Fraud Detection PhD Thesis

2015, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Lopes, Miguel

Inference of gene networks from time series expression data and application to type 1 Diabetes PhD Thesis

2015, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Lerman, Liran

A machine learning approach for automatic and generic side-channel attacks PhD Thesis

2015, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Hajingabo, Leon

Analyzing molecular network perturbations in human cancer: application to mutated genes and gene fusions involved in acute lymphoblastic leukemia PhD Thesis

2015, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2014

Taieb, Souhaib Ben

Machine learning strategies for multi-step-ahead time series forecasting PhD Thesis

2014, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2013

Olsen, Catharina

Causal inference and prior integration in bioinformatics using information theory PhD Thesis

2013, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2011

Miranda, Abhilash Alexander

Spectral factor model for time series learning PhD Thesis

2011, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2009

Caelen, Olivier

Sélection séquentielle en environnement aléatoire appliquée `a l'apprentissage supervisé PhD Thesis

2009, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Kontos, Kevin

Gaussian graphical model selection for gene regulatory network reverse engineering and function prediction PhD Thesis

2009, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Borgne, Yann-A"el Le

Learning in wireless sensor networks for energy-efficient environmental monitoring PhD Thesis

2009, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

Haibe-Kains, Benjamin

Identification and assessment of gene signatures in human breast cancer PhD Thesis

2009, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2008

Meyer, Patrick E

Information-theoretic variable selection and network inference from microarray data PhD Thesis

2008, (Funder: Universite Libre de Bruxelles).

Abstract | Links | BibTeX

2000

Bontempi, Gianluca

Local learning techniques for modeling, prediction and control PhD Thesis

2000, (Funder: Universite Libre de Bruxelles).

Links | BibTeX