| 2025 | AIME | Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset. | Marta Lenatti, Marco Zaffalon, Alessandro Antonucci, Pierluigi Francesco De Paola, Lea Multerer, Maurizio Mongelli, Alessia Paglialonga, Laura Azzimonti |
| 2025 | ECAI | Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning. | Ardian Selmonaj, Miroslav Strupl, Oleg Szehr, Alessandro Antonucci |
| 2025 | HAI | Towards Human Engagement with Realistic AI Combat Pilots. | Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci |
| 2025 | HPCC | BinomialHash: A Constant Time, Minimal Memory Consistent Hash Algorithm. | Massimo Coluzzi, Amos Brocco, Alessandro Antonucci, Tiziano Leidi |
| 2024 | ECIR | On the Limitations of Zero-Shot Classification of Causal Relations by LLMs. | Vani Kanjirangat, Alessandro Antonucci, Marco Zaffalon |
| 2024 | UAI | Knowledge Intensive Learning of Credal Networks. | Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan |
| 2024 | SAFECOMP | Safe Road-Crossing by Autonomous Wheelchairs: A Novel Dataset and Its Evaluation. | Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jrme Guzzi, Francesco Flammini |
| 2023 | ECIR | Edge Labelling in Narrative Knowledge Graphs. | Vani Kanjirangat, Alessandro Antonucci |
| 2023 | ICMLA | Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering. | Ardian Selmonaj, Oleg Szehr, Giacomo Del Rio, Alessandro Antonucci, Adrian Schneider, Michael Regsegger |
| 2022 | FlAIRS | Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates. | Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni |
| 2022 | ISAIM | Dalal's Revision in Sentential Decision Diagrams. | Lilith Mattei, Alessandro Antonucci, Alessandro Facchini |
| 2022 | SOFTCOM | Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. | Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci |
| 2021 | ECSQARU | A New Score for Adaptive Tests in Bayesian and Credal Networks. | Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni |
| 2021 | ECSQARU | Cautious Classification with Data Missing Not at Random Using Generative Random Forests. | Julissa Villanueva Llerena, Denis Deratani Mau, Alessandro Antonucci |
| 2021 | EUMAS | Logic and Model Checking by Imprecise Probabilistic Interpreted Systems. | Alberto Termine, Alessandro Antonucci, Giuseppe Primiero, Alessandro Facchini |
| 2020 | ECIR | Temporal Embeddings and Transformer Models for Narrative Text Understanding. | Vani Kanjirangat, Simone Mellace, Alessandro Antonucci |
| 2020 | FlAIRS | Approximate MMAP by Marginal Search. | Alessandro Antonucci, Thomas F. Tiotto |
| 2020 | IJCAI | Relation Clustering in Narrative Knowledge Graphs. | Simone Mellace, Vani Kanjirangat, Alessandro Antonucci |
| 2019 | ECIR | NOVEL2GRAPH: Visual Summaries of Narrative Text Enhanced by Machine Learning. | Vani Kanjirangat, Alessandro Antonucci |
| 2019 | FlAIRS | Reliable Discretization of Deterministic Equations in Bayesian Networks. | Alessandro Antonucci |
| 2019 | IPIN | Performance Analysis of a 60-GHz Radar for Indoor Positioning and Tracking. | Alessandro Antonucci, Michele Corr, Alessandro Ferrari, Daniele Fontanelli, Emiliano Fusari, David Macii, Luigi Palopoli |
| 2018 | FlAIRS | Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks. | Sabina Marchetti, Alessandro Antonucci |
| 2018 | ILP | Set-Valued Probabilistic Sentential Decision Diagrams. | Alessandro Antonucci, Alessandro Facchini |
| 2018 | UAI | Imaginary Kinematics. | Sabina Marchetti, Alessandro Antonucci |
| 2017 | ECSQARU | Reliable Knowledge-Based Adaptive Tests by Credal Networks. | Francesca Mangili, Claudio Bonesana, Alessandro Antonucci |
| 2015 | ECSQARU | Variable Elimination for Interval-Valued Influence Diagrams. | Rafael Cabaas, Alessandro Antonucci, Andrs Cano, Manuel Gmez-Olmedo |
| 2014 | IPMU | Decision Making with Hierarchical Credal Sets. | Alessandro Antonucci, Alexander Karlsson, David Sundgren |
| 2013 | ECSQARU | Approximating Credal Network Inferences by Linear Programming. | Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon |
| 2013 | FUSION | CREDO: A military decision-support system based on credal networks. | Alessandro Antonucci, David Huber, Marco Zaffalon, Philippe Luginbuhl, Ian Chapman, Richard Ladouceur |
| 2013 | IJCAI | An Ensemble of Bayesian Networks for Multilabel Classification. | Alessandro Antonucci, Giorgio Corani, Denis Deratani Mau, Sandra Gabaglio |
| 2013 | UAI | On the Complexity of Strong and Epistemic Credal Networks. | Denis Deratani Mau, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci |
| 2012 | ECAI | Compression-based AODE Classifiers. | Giorgio Corani, Alessandro Antonucci, Rocco De Rosa |
| 2012 | IPMU | Likelihood-Based Robust Classification with Bayesian Networks. | Alessandro Antonucci, Marco E. G. V. Cattaneo, Giorgio Corani |
| 2011 | FUSION | The imprecise noisy-OR gate. | Alessandro Antonucci |
| 2010 | IPMU | Credal Sets Approximation by Lower Probabilities: Application to Credal Networks. | Alessandro Antonucci, Fabio Cuzzolin |
| 2009 | FUSION | Multiple model tracking by imprecise markov trees. | Alessandro Antonucci, Alessio Benavoli, Marco Zaffalon, Gert de Cooman, Filip Hermans |
| 2007 | KES | Credal Networks for Operational Risk Measurement and Management. | Alessandro Antonucci, Alberto Piatti, Marco Zaffalon |