I have supervised the following theses:
Master’s Theses
- Anis Louati (2025). Stock Picking with Machine Learning Methods using Technical Indicators
- Denizcan Saringül (2025). Enhancing LLMs with Retrieval-Augmented Generation Techniques to Improve Accessibility of Complex Texts
- Laurent Sierro (2025). Sentiment and Emotion Analysis on Social Media: A Comparative Study of Transformer Models, Ensemble Techniques, and Few-Shot Prompting
- Dimitri Roulin (2025). Large Language Models for Personalized Language Learning through Video
- Nguyen Huynh (2025). Forecasting Daily Customer Demand in Independent Restaurants: A Machine Learning Approach Applied to Vietnamese Restaurant in Switzerland
- Pierre Devillers (2025). Leveraging Visualization-Oriented Natural Language Interfaces for Enhanced Data Interaction and Visualization in the Financial Sector
- Abderrazak Saïb (2025). Developing Automated Solutions for Histology Processes: Enhancing Efficiency and Data Management at Labcorp Geneva
- Nabil Ajiach (2025). Automating the ZPSI Report Workflow: A Case Study on SAP-Python-Power BI Integration for Supply Chain Dashboard Optimization
- Feryel Ben Rhaiem (2024). PrivacyBot: Advanced LLM-Powered RAG Techniques to Enhance User Privacy Literacy
- Agon Husejni (2023). The impact of the COVID-19 lockdown on air pollution in Switzerland A region-by-region comparative analysis
- Reza Jabbir (2023). Création d’un logiciel d’aide à la décision dans le croisement de résultats statistiques pour la caractérisation de données géoréférencées à variables multiples.
- Alexis Erne (2022). Predicting Intelligence from Video: A Deep Learning Approach
- Loïc Rouiller Monay (2022). Used Boats Price Prediction Using Machine Learning Techniques
- Frederic Spycher (2022). Learning-Based Approaches to Improve Bibliographic Record Linkage
- Inessa Khaneeva (2022). Designing A Dashboard With A User-Centered Approach To Improve Compliance Of Document Management Systems
- Pau Gallardo Campos (2021). Replicating Portfolios: a machine learning approach to replicate AXA’s liabilities under Solvency II
- Marija Krsteska (2021). Outlier detection in business data and application in the Data Quality framework at Philip Morris International
- Samuel Lew (2021) Analysis of process logs using data mining techniques: detecting device failure in a Swiss MedTech start-up
- Alejandro Caballero (2020). Data Standards for Master Data
PhD Theses
- Ahmad Ajalloeian (2023). Advanced in Interpretable Machine Learning: Applications, Analytics, Robustness
- Marcus Basalla (2023). Opportunities and Challenges of Data Analytics in IS Research (co-supervisor, University of Liechtenstein)
- Joshua Handali (2022). Human and Artificial Intelligence Systems – Transfer of Knowledge (co-supervisor, University of Liechtenstein)
- Martin Fadler (2021). Transforming Into A Data-Driven Enterprise: Essays On Managing Big Data & Analytics (Jury de PhD thèse)
- Clément Labadie (2021). Essays On Data Democratization & Protection In The Data-Driven Enterprise (Jury de PhD thèse)
- Vaibhav Kulkarni (2019). Modeling, Predicting and Capturing Human Mobility.
- Kirell Benzi (2016), EPFL, Signal Processing Group. Network Science: from recommender systems to spatio-temporal dynamics
- Razen Al-Harbi (2016), KAUST, InfoCloud Group. Accelerating SPARQL Queries and Analytics on RDF Data
- Francesco Fusco (2012), ETH Zurich. Dissertation No. 20474. High-Speed Indexing and Archival of Network Measurement Data