Defended PhD Theses

Defended Ph.D. Theses

2024

Nachtegael, Charlotte

Active learning for biomedical relation extraction, the oligogenic use case PhD Thesis

2024.

Abstract | Links | BibTeX

Versbraegen, Nassim

Discovering multivariant pathogenic patterns among patients with rare diseases PhD Thesis

2024.

Abstract | Links | BibTeX

Abels, Axel

Resolving Knowledge Limitations for Improved Collective Intelligence: A novel online machine learning approach PhD Thesis

2024.

Abstract | Links | BibTeX

Verhelst, Theo

Causal and predictive modeling of customer churn - Lessons learned from empirical and theoretical research PhD Thesis

2024.

Abstract | Links | BibTeX

2022

Ciortan, Madalina

Unsupervised analysis of scRNA-seq data with machine learning models PhD Thesis

2022, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Stefani, Jacopo De

Towards multivariate multi-step-ahead time series forecasting : A machine learning perspective PhD Thesis

2022, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2021

Buroni, Giovanni

On-Board-Unit big data analytics: from data architecture to traffic forecasting PhD Thesis

2021, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2020

P`ere, Nathaniel Mon

Statistical biophysics of hematopoiesis and growing cell populations PhD Thesis

2020, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Papadimitriou, Sofia

Towards multivariant pathogenicity predictions: Using machine-learning to directly predict and explore disease-causing oligogenic variant combinations PhD Thesis

2020, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2019

Orlando, Gabriele

The role of dynamics in emergent protein properties PhD Thesis

2019, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

isabelle Davila, Caroll

Weneya´a – "quien habla con los cerros”. Memoria, mántica y paisaje sagrado en la Sierra Norte de Oaxaca PhD Thesis

2019, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2018

Gazzo, Andrea

Beyond monogenic diseases: a first collection and analysis of digenic diseases PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

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).

Links | BibTeX

Bizet, Martin

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

2018, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Chen, Jixin

Some Domain Decomposition and Convex Optimization Algorithms with Applications to Inverse Problems PhD Thesis

2018, (Funder: Universite Libre de Bruxelles).

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).

Links | BibTeX

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

2017

Amghar, Mohamed

Multiscale local polynomial transforms in smoothing and density estimation PhD Thesis

2017, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Raimondi, Daniele

The effect of genome variation on human proteins: understanding variants and improving their deleteriousness prediction through extensive contextualisation PhD Thesis

2017, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2016

Zisis, Ioannis

The Effect of Group Formation on Behaviour: An Experimental and Evolutionary Analysis PhD Thesis

2016, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

2015

Pozzolo, Andrea Dal

Adaptive Machine Learning for Credit Card Fraud Detection PhD Thesis

2015, (Funder: Universite Libre de Bruxelles).

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).

Links | BibTeX

Lerman, Liran

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

2015, (Funder: Universite Libre de Bruxelles).

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).

Links | BibTeX

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

Kidzinski, Lukasz

Inference for stationary functional time series: dimension reduction and regression PhD Thesis

2014, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

Taieb, Souhaib Ben

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

2014, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

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).

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).

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).

Links | BibTeX

Haibe-Kains, Benjamin

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

2009, (Funder: Universite Libre de Bruxelles).

Links | BibTeX

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).

Links | BibTeX

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

Bontempi, Gianluca

Local learning techniques for modeling, prediction and control PhD Thesis

2000, (Funder: Universite Libre de Bruxelles).

Links | BibTeX