| 2025 | AIME | DBNcare: Towards an R Package for Dynamic Bayesian Networks Application in Healthcare. | Francesco Canonaco, Federico Pirola, Fabio Stella |
| 2025 | ECAI | Towards Privacy-Aware Bayesian Networks: A Credal Approach. | Niccol Rocchi, Fabio Stella, Cassio de Campos |
| 2024 | UAI | Bootstrap Your Conversions: Thompson Sampling for Partially Observable Delayed Rewards. | Marco Gigli, Fabio Stella |
| 2023 | AIME | Causal Discovery with Missing Data in a Multicentric Clinical Study. | Alessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella |
| 2023 | TIME | Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks. | Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Sren Wengel Mogensen |
| 2022 | PAKDD | Parametric Bandits for Search Engine Marketing Optimisation. | Marco Gigli, Fabio Stella |
| 2022 | RecSys | An Online Experiment of a Price-Based Re-Rank Algorithm. | Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker |
| 2021 | RecSys | Case Study on the Development of a Recommender for Apple Disease Diagnosis with a Knowledge-based Bayesian Network (Long paper). | Gabriele Sottocornola, Sanja Baric, Fabio Stella, Markus Zanker |
| 2020 | IUI | Contextual multi-armed bandit strategies for diagnosing post-harvest diseases of apple. | Gabriele Sottocornola, Maximilian Nocker, Fabio Stella, Markus Zanker |
| 2018 | IJCAI | Learning Continuous Time Bayesian Networks in Non-stationary Domains. | Simone Villa, Fabio Stella |
| 2018 | IPMU | Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. | Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas |
| 2018 | RecSys | Picture-based navigation for diagnosing post-harvest diseases of apple. | Maximilian Nocker, Gabriele Sottocornola, Markus Zanker, Sanja Baric, Greice Amaral Carneiro, Fabio Stella |
| 2016 | NLDB | An LDA-Based Approach to Scientific Paper Recommendation. | Maha Amami, Gabriella Pasi, Fabio Stella, Rim Faiz |
| 2016 | RecSys | Contrasting Offline and Online Results when Evaluating Recommendation Algorithms. | Marco Rossetti, Fabio Stella, Markus Zanker |
| 2015 | ENTER | Analysing User Reviews in Tourism with Topic Models. | Marco Rossetti, Fabio Stella, Longbing Cao, Markus Zanker |
| 2013 | RCIS | Determining factors in ICT adoption by MSME's in agriculture clusters: An exploratory case study. | Gianluigi Viscusi, Federico Cabitza, Andrea Maurino, Fabio Stella |
| 2010 | CaiSE | Dependency Discovery in Data Quality. | Daniele Barone, Fabio Stella, Carlo Batini |
| 2009 | ISDA | Automatic Labeling of Topics. | Davide Magatti, Silvia Calegari, Davide Ciucci, Fabio Stella |