Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm. - Emanuele Cavenaghi; Gabriele Sottocornola; Fabio Stella; Markus Zanker (Entropy, 2021)

An Analysis of User Click Behaviour in Online Hotel Search. - Emanuele Cavenaghi; Lorenzo Camaione; Paolo Minasi; Gabriele Sottocornola; Fabio Stella; Markus Zanker (IIR, 2022)

An Online Experiment of a Price-Based Re-Rank Algorithm. - Emanuele Cavenaghi; Lorenzo Camaione; Paolo Minasi; Gabriele Sottocornola; Fabio Stella; Markus Zanker (RecTour@RecSys, 2022)

Analysis of Relevant Factors in Online Hotel Recommendation Through Causal Models. - Emanuele Cavenaghi; Alessio Zanga; Alessandro Rimoldi; Paolo Minasi; Markus Zanker; Fabio Stella (RecTour@RecSys, 2023)

A Systematic Study on Reproducibility of Reinforcement Learning in Recommendation Systems. - Emanuele Cavenaghi; Gabriele Sottocornola; Fabio Stella; Markus Zanker (Trans. Recomm. Syst., 2023)

The Importance of Causality in Decision Making: A Perspective on Recommender Systems (Short paper). - Emanuele Cavenaghi; Alessio Zanga; Fabio Stella; Markus Zanker (DP@AI*IA, 2024)

Causal Discovery in Recommender Systems: Example and Discussion. - Emanuele Cavenaghi; Fabio Stella; Markus Zanker (CoRR, 2024)

The Importance of Causality in Decision Making: A Perspective on Recommender Systems. - Emanuele Cavenaghi; Alessio Zanga; Fabio Stella; Markus Zanker (CoRR, 2024)

Towards a Causal Decision-Making Framework for Recommender Systems. - Emanuele Cavenaghi; Alessio Zanga; Fabio Stella; Markus Zanker (Trans. Recomm. Syst., 2024)