Vitenskapelig artikkel

• Gabriele, D'Acunto,; Zennaro, Fabio Massimo; Yorgos, Felekis, et al. (2025). Causal Abstraction Learning based on the Semantic Embedding Principle. (ekstern lenke)
• Schooltink, Willem Theodorus; Zennaro, Fabio Massimo (2025). Aligning Graphical and Functional Causal Abstractions. (ekstern lenke)
• Giske, Jarl; Dumitru, Magda L.; Enberg, Katja et al. (2025). Premises for digital twins reporting on Atlantic salmon wellbeing. (ekstern lenke)
• Dyer, Joel; Bishop, Nicholas George; Felekis, Yorgos et al. (2024). Interventionally Consistent Surrogates for Complex Simulation Models. (ekstern lenke)
• Zennaro, Fabio Massimo; Bishop, Nicholas George; Dyer, Joel et al. (2024). Causally Abstracted Multi-armed Bandits. (ekstern lenke)
• Felekis, Yorgos; Zennaro, Fabio Massimo; Branchini, Nicola et al. (2024). Causal Optimal Transport of Abstractions. (ekstern lenke)
• Sommervoll, Åvald Åslaugson; Erdodi, Laszlo Tibor; Zennaro, Fabio Massimo (2023). Simulating all archetypes of SQL injection vulnerability exploitation using reinforcement learning agents. (ekstern lenke)
• Zennaro, Fabio Massimo; Erdodi, Laszlo Tibor (2023). Modelling penetration testing with reinforcement learning using capture-the-flag challenges: Trade-offs between model-free learning and a priori knowledge. (ekstern lenke)
• Yazidi, Anis; Ivanovska, Magdalena; Zennaro, Fabio Massimo et al. (2021). A new decision making model based on Rank Centrality for GDM with fuzzy preference relations. (ekstern lenke)
• Erdodi, Laszlo; Sommervoll, Åvald Åslaugson; Zennaro, Fabio Massimo (2021). Simulating SQL injection vulnerability exploitation using Q-learning reinforcement learning agents. (ekstern lenke)
• Erdodi, Laszlo; Zennaro, Fabio Massimo (2021). The Agent Web Model - Modelling web hacking for reinforcement learning. (ekstern lenke)
• Zennaro, Fabio Massimo; Ivanovska, Magdalena (2019). Counterfactually Fair Prediction Using Multiple Causal Models. (ekstern lenke)
• Zennaro, Fabio Massimo; Ivanovska, Magdalena; Jøsang, Audun (2019). An empirical evaluation of the approximation of subjective logic operators using Monte Carlo simulations. (ekstern lenke)
• Zennaro, Fabio Massimo; Chen, Ke (2018). Towards understanding sparse filtering: A theoretical perspective. (ekstern lenke)
• Zennaro, Fabio Massimo; Ivanovska, Magdalena (2018). Counterfactually Fair Prediction Using Multiple Causal Models. (ekstern lenke)

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

• Marinelli, Ryan Anthony; Erdodi, Laszlo Tibor; Sommervoll, Åvald Åslaugson et al. (2024). Extending Q-Learning Agents in SQLi Environments. (ekstern lenke)
• Zennaro, Fabio Massimo; Jøsang, Audun (2020). Using Subjective Logic to Estimate Uncertainty in Multi-Armed Bandit Problems. (ekstern lenke)
• Zennaro, Fabio Massimo (2020). Analyzing and Storing Network Intrusion Detection Data Using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings. (ekstern lenke)

Vitenskapelig foredrag

• Egiazarov, Alexander; Zennaro, Fabio Massimo; Mavroeidis, Vasileios (2020). Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions. (ekstern lenke)
• Zennaro, Fabio Massimo (2020). A Left Realist Critique of the Political Value of Adopting Machine Learning Systems in Criminal Justice. (ekstern lenke)
• Zennaro, Fabio Massimo (2019). Analyzing and Storing Network Intrusion Detection Data using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings. (ekstern lenke)
• Egiazarov, Alexander; Mavroeidis, Vasileios; Vishi, Kamer et al. (2019). Firearm Detection and Segmentation using an Ensemble of Semantic Neural Networks. (ekstern lenke)
• Zennaro, Fabio Massimo; Ivanovska, Magdalena (2018). Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation. (ekstern lenke)

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