Alessandro Antonucci

130 papers A* 1A 5B 1C 12Misc 7Journal 65Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic Prompt Optimization for Dataset-Level Feature Discovery. CoRR Adrian Cosma, Oleg Szehr, David Kletz, Alessandro Antonucci, Olivier Pelletier
2026	J	`jnl`	Deep Reinforcement Learning in Wargaming. J. Aerosp. Inf. Syst. Giacomo Del Rio, Oleg Szehr, Alessandro Antonucci, Marco Pierbattista, Matthias Sommer, Michael Rüegsegger
2025	J	`jnl`	Causal Understanding by LLMs: The Role of Uncertainty. CoRR Oscar Lithgow-Serrano, Vani Kanjirangat, Alessandro Antonucci
2025	J	`jnl`	Coordinated Strategies in Realistic Air Combat by Hierarchical Multi-Agent Reinforcement Learning. CoRR Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci
2025	—	`conf`	Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset. AIME (1) Marta Lenatti, Marco Zaffalon, Alessandro Antonucci, Pierluigi Francesco De Paola, Lea Multerer, Maurizio Mongelli, Alessia Paglialonga, Laura Azzimonti
2025	J	`jnl`	Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning. CoRR Ardian Selmonaj, Oleg Szehr, Giacomo Del Rio, Alessandro Antonucci, Adrian Schneider, Michael Rüegsegger
2025	J	`jnl`	Explaining Strategic Decisions in Multi-Agent Reinforcement Learning for Aerial Combat Tactics. CoRR Ardian Selmonaj, Alessandro Antonucci, Adrian Schneider, Michael Rüegsegger, Matthias Sommer
2025	—	`conf`	On the Correlation between Individual Fairness and Predictive Accuracy in Probabilistic Models. AEQUITAS@ECAI Alessandro Antonucci, Eric Rossetto, Ivan Duvnjak
2025	J	`jnl`	On the Correlation between Individual Fairness and Predictive Accuracy in Probabilistic Models. CoRR Alessandro Antonucci, Eric Rossetto, Ivan Duvnjak
2025	B	`conf`	Towards Human Engagement with Realistic AI Combat Pilots. HAI Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci
2025	J	`jnl`	Towards Human Engagement with Realistic AI Combat Pilots. CoRR Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci
2025	A	`conf`	Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning. ECAI Ardian Selmonaj, Miroslav Strupl, Oleg Szehr, Alessandro Antonucci
2025	J	`jnl`	Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning. CoRR Ardian Selmonaj, Miroslav Strupl, Oleg Szehr, Alessandro Antonucci
2024	J	`jnl`	A Note on Bayesian Networks with Latent Root Variables. CoRR Marco Zaffalon, Alessandro Antonucci
2024	J	`jnl`	BinomialHash: A Constant Time, Minimal Memory Consistent Hash Algorithm. CoRR Massimo Coluzzi, Amos Brocco, Alessandro Antonucci
2024	J	`jnl`	Efficient computation of counterfactual bounds. Int. J. Approx. Reason. Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2024	—	`conf`	Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs Against Environmental Factors. INTSYS Franca Corradini, Carlo Grigioni, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024	J	`jnl`	Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs against Environmental Factors. CoRR Franca Corradini, Carlo Grigioni, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024	J	`jnl`	Intelligent tutoring systems by Bayesian nets with noisy gates. CoRR Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2024	A	`conf`	Knowledge Intensive Learning of Credal Networks. UAI Saurabh Mathur, Alessandro Antonucci, Sriraam Natarajan
2024	J	`jnl`	MementoHash: A Stateful, Minimal Memory, Best Performing Consistent Hash Algorithm. IEEE/ACM Trans. Netw. Massimo Coluzzi, Amos Brocco, Alessandro Antonucci, Tiziano Leidi
2024	—	`conf`	On the Limitations of Zero-Shot Classification of Causal Relations by LLMs. Text2Story@ECIR Vani Kanjirangat, Alessandro Antonucci, Marco Zaffalon
2024	J	`jnl`	Rubric-based Learner Modelling via Noisy Gates Bayesian Networks for Computational Thinking Skills Assessment. CoRR Giorgia Adorni, Francesca Mangili, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2024	—	`conf`	Safe Road-Crossing by Autonomous Wheelchairs: A Novel Dataset and Its Evaluation. SAFECOMP (Workshops) Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024	J	`jnl`	Safe Road-Crossing by Autonomous Wheelchairs: a Novel Dataset and its Experimental Evaluation. CoRR Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2023	J	`jnl`	Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources. CoRR Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber
2023	J	`jnl`	Approximating counterfactual bounds while fusing observational, biased and randomised data sources. Int. J. Approx. Reason. Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber
2023	—	`conf`	Edge Labelling in Narrative Knowledge Graphs. Text2Story@ECIR Vani Kanjirangat, Alessandro Antonucci
2023	J	`jnl`	Efficient Computation of Counterfactual Bounds. CoRR Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2023	C	`conf`	Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering. ICMLA Ardian Selmonaj, Oleg Szehr, Giacomo Del Rio, Alessandro Antonucci, Adrian Schneider, Michael Rüegsegger
2023	J	`jnl`	Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering. CoRR Ardian Selmonaj, Oleg Szehr, Giacomo Del Rio, Alessandro Antonucci, Adrian Schneider, Michael Rüegsegger
2023	J	`jnl`	Imprecise Probabilistic Model Checking for Stochastic Multi-agent Systems. SN Comput. Sci. Alberto Termine, Alessandro Antonucci, Giuseppe Primiero, Alessandro Facchini
2023	—	`conf`	Machine Learning Explanations by Surrogate Causal Models (MaLESCaMo). xAI (Late-breaking Work, Demos, Doctoral Consortium) Alberto Termine, Alessandro Antonucci, Alessandro Facchini
2023	J	`jnl`	MementoHash: A Stateful, Minimal Memory, Best Performing Consistent Hash Algorithm. CoRR Massimo Coluzzi, Amos Brocco, Alessandro Antonucci, Tiziano Leidi
2023	—	`conf`	Probabilistic Modelling for Trustworthy Artificial Intelligence in Drone-Supported Autonomous Wheelchairs. TAS Franca Corradini, Francesco Flammini, Alessandro Antonucci
2023	J	`jnl`	Tractable Bounding of Counterfactual Queries by Knowledge Compilation. CoRR David Huber, Yizuo Chen, Alessandro Antonucci, Adnan Darwiche, Marco Zaffalon
2023	J	`jnl`	Zero-shot Causal Graph Extrapolation from Text via LLMs. CoRR Alessandro Antonucci, Gregorio Piqué, Marco Zaffalon
2022	J	`jnl`	Belief Revision in Sentential Decision Diagrams. CoRR Lilith Mattei, Alessandro Facchini, Alessandro Antonucci
2022	—	`conf`	Bounding Counterfactuals under Selection Bias. PGM Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2022	J	`jnl`	Bounding Counterfactuals under Selection Bias. CoRR Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2022	Misc	`conf`	Dalal's Revision in Sentential Decision Diagrams. ISAIM Lilith Mattei, Alessandro Antonucci, Alessandro Facchini
2022	Misc	`conf`	Intelligent Tutoring Systems by Bayesian Nets with Noisy Gates. FLAIRS Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2022	J	`jnl`	Learning to Bound Counterfactual Inference in Structural Causal Models from Observational and Randomised Data. CoRR Marco Zaffalon, Alessandro Antonucci, David Huber, Rafael Cabañas
2022	Misc	`conf`	Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. SoftCOM Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2022	J	`jnl`	Modelling Assessment Rubrics through Bayesian Networks: a Pragmatic Approach. CoRR Francesca Mangili, Giorgia Adorni, Alberto Piatti, Claudio Bonesana, Alessandro Antonucci
2021	C	`conf`	A New Score for Adaptive Tests in Bayesian and Credal Networks. ECSQARU Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2021	J	`jnl`	A New Score for Adaptive Tests in Bayesian and Credal Networks. CoRR Alessandro Antonucci, Francesca Mangili, Claudio Bonesana, Giorgia Adorni
2021	J	`jnl`	ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks. CoRR Claudio Bonesana, Francesca Mangili, Alessandro Antonucci
2021	—	`conf`	CREPO: An Open Repository to Benchmark Credal Network Algorithms. ISIPTA Rafael Cabañas, Alessandro Antonucci
2021	J	`jnl`	CREPO: An Open Repository to Benchmark Credal Network Algorithms. CoRR Rafael Cabañas, Alessandro Antonucci
2021	C	`conf`	Cautious Classification with Data Missing Not at Random Using Generative Random Forests. ECSQARU Julissa Villanueva Llerena, Denis Deratani Mauá, Alessandro Antonucci
2021	C	`conf`	Logic and Model Checking by Imprecise Probabilistic Interpreted Systems. EUMAS Alberto Termine, Alessandro Antonucci, Giuseppe Primiero, Alessandro Facchini
2021	—	`conf`	Robust Model Checking with Imprecise Markov Reward Models. ISIPTA Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero
2021	J	`jnl`	Robust Model Checking with Imprecise Markov Reward Models. CoRR Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero
2021	J	`jnl`	Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption. CoRR Alessandro Antonucci, Alessandro Facchini, Lilith Mattei
2021	J	`jnl`	Uncertain reasoning. Ann. Math. Artif. Intell. Alessandro Antonucci, Salem Benferhat, Kamal Premaratne
2020	J	`jnl`	A Bayesian Approach to Conversational Recommendation Systems. CoRR Francesca Mangili, Denis Broggini, Alessandro Antonucci, Marco Alberti, Lorenzo Cimasoni
2020	Misc	`conf`	Approximate MMAP by Marginal Search. FLAIRS Alessandro Antonucci, Thomas F. Tiotto
2020	J	`jnl`	Approximate MMAP by Marginal Search. CoRR Alessandro Antonucci, Thomas F. Tiotto
2020	—	`conf`	CREDICI: A Java Library for Causal Inference by Credal Networks. PGM Rafael Cabañas, Alessandro Antonucci, David Huber, Marco Zaffalon
2020	—	`conf`	CREMA: A Java Library for Credal Network Inference. PGM David Huber, Rafael Cabañas, Alessandro Antonucci, Marco Zaffalon
2020	—	`conf`	Conversational Recommender System by Bayesian Methods. SUM Francesca Mangili, Denis Broggini, Alessandro Antonucci
2020	J	`jnl`	EM Based Bounding of Unidentifiable Queries in Structural Causal Models. CoRR Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas
2020	—	`conf`	Relation Clustering in Narrative Knowledge Graphs. AI4Narratives@IJCAI Simone Mellace, Vani Kanjirangat, Alessandro Antonucci
2020	J	`jnl`	Relation Clustering in Narrative Knowledge Graphs. CoRR Simone Mellace, Vani Kanjirangat, Alessandro Antonucci
2020	—	`conf`	SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces. SemEval@COLING Vani Kanjirangat, Sandra Mitrovic, Alessandro Antonucci, Fabio Rinaldi
2020	J	`jnl`	SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces. CoRR Vani Kanjirangat, Sandra Mitrovic, Alessandro Antonucci, Fabio Rinaldi
2020	—	`conf`	Structural Causal Models Are (Solvable by) Credal Networks. PGM Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas
2020	J	`jnl`	Structural Causal Models Are (Solvable by) Credal Networks. CoRR Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas
2020	—	`conf`	Temporal Embeddings and Transformer Models for Narrative Text Understanding. Text2Story@ECIR Vani Kanjirangat, Simone Mellace, Alessandro Antonucci
2020	J	`jnl`	Temporal Embeddings and Transformer Models for Narrative Text Understanding. CoRR Vani Kanjirangat, Simone Mellace, Alessandro Antonucci
2020	Misc	`conf`	Temporal Word Embeddings for Narrative Understanding. ICMLC Claudia Volpetti, Vani Kanjirangat, Alessandro Antonucci
2020	J	`jnl`	Tractable Inference in Credal Sentential Decision Diagrams. CoRR Lilith Mattei, Alessandro Antonucci, Denis Deratani Mauá, Alessandro Facchini, Julissa Villanueva Llerena
2020	J	`jnl`	Tractable inference in credal sentential decision diagrams. Int. J. Approx. Reason. Lilith Mattei, Alessandro Antonucci, Denis Deratani Mauá, Alessandro Facchini, Julissa Villanueva Llerena
2020	—	`conf`	Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks. PGM Denis Deratani Mauá, Heitor Ribeiro Reis, Gustavo Perez Katague, Alessandro Antonucci
2019	—	`conf`	Credal Sentential Decision Diagrams. ISIPTA Alessandro Antonucci, Alessandro Facchini, Lilith Mattei
2019	—	`conf`	NOVEL2GRAPH: Visual Summaries of Narrative Text Enhanced by Machine Learning. Text2Story@ECIR Vani Kanjirangat, Alessandro Antonucci
2019	Misc	`conf`	Reliable Discretization of Deterministic Equations in Bayesian Networks. FLAIRS Alessandro Antonucci
2019	J	`jnl`	Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17). Int. J. Approx. Reason. Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke
2018	—	`conf`	A Credal Extension of Independent Choice Logic. SUM Alessandro Antonucci, Alessandro Facchini
2018	J	`jnl`	A Credal Extension of Independent Choice Logic. CoRR Alessandro Antonucci, Alessandro Facchini
2018	A	`conf`	Imaginary Kinematics. UAI Sabina Marchetti, Alessandro Antonucci
2018	J	`jnl`	Imaginary Kinematics. CoRR Sabina Marchetti, Alessandro Antonucci
2018	Misc	`conf`	Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks. FLAIRS Sabina Marchetti, Alessandro Antonucci
2018	J	`jnl`	Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks. CoRR Sabina Marchetti, Alessandro Antonucci
2018	—	`conf`	Set-Valued Probabilistic Sentential Decision Diagrams. PLP@ILP Alessandro Antonucci, Alessandro Facchini
2017	J	`jnl`	Evaluating interval-valued influence diagrams. Int. J. Approx. Reason. Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
2017	—	`ed.`	Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10-14 July 2017. ISIPTA Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke
2017	C	`conf`	Reliable Knowledge-Based Adaptive Tests by Credal Networks. ECSQARU Francesca Mangili, Claudio Bonesana, Alessandro Antonucci
2017	C	`ed.`	Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 14th European Conference, ECSQARU 2017, Lugano, Switzerland, July 10-14, 2017, Proceedings ECSQARU Alessandro Antonucci, Laurence Cholvy, Odile Papini
2017	J	`jnl`	The multilabel naive credal classifier. Int. J. Approx. Reason. Alessandro Antonucci, Giorgio Corani
2016	J	`jnl`	Hidden Markov models with set-valued parameters. Neurocomputing Denis Deratani Mauá, Alessandro Antonucci, Cassio Polpo de Campos
2016	—	`ed.`	Probabilistic Graphical Models - Eighth International Conference, PGM 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings Probabilistic Graphical Models Alessandro Antonucci, Giorgio Corani, Cassio Polpo de Campos
2016	—	`conf`	Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge. SMPS Yann Soullard, Alessandro Antonucci, Sébastien Destercke
2015	J	`jnl`	Approximate credal network updating by linear programming with applications to decision making. Int. J. Approx. Reason. Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon
2015	J	`jnl`	Imprecision in Machine Learning and AI. IEEE Intell. Informatics Bull. Cassio P. de Campos, Alessandro Antonucci
2015	J	`jnl`	Robust classification of multivariate time series by imprecise hidden Markov models. Int. J. Approx. Reason. Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti, Fabio Cuzzolin
2015	C	`conf`	Variable Elimination for Interval-Valued Influence Diagrams. ECSQARU Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
2014	—	`conf`	Algorithms for Hidden Markov Models with Imprecisely Specified Parameters. BRACIS Denis Deratani Mauá, Cassio Polpo de Campos, Alessandro Antonucci
2014	J	`jnl`	Credal ensembles of classifiers. Comput. Stat. Data Anal. Giorgio Corani, Alessandro Antonucci
2014	—	`conf`	Decision Making with Hierarchical Credal Sets. IPMU (3) Alessandro Antonucci, Alexander Karlsson, David Sundgren
2014	—	`conf`	Global Sensitivity Analysis for MAP Inference in Graphical Models. NIPS Jasper De Bock, Cassio P. de Campos, Alessandro Antonucci
2014	J	`jnl`	Probabilistic Inference in Credal Networks: New Complexity Results. J. Artif. Intell. Res. Denis Deratani Mauá, Cassio P. de Campos, Alessio Benavoli, Alessandro Antonucci
2014	—	`conf`	Trading off Speed and Accuracy in Multilabel Classification. Probabilistic Graphical Models Giorgio Corani, Alessandro Antonucci, Denis Deratani Mauá, Sandra Gabaglio
2013	A*	`conf`	An Ensemble of Bayesian Networks for Multilabel Classification. IJCAI Alessandro Antonucci, Giorgio Corani, Denis Deratani Mauá, Sandra Gabaglio
2013	C	`conf`	Approximating Credal Network Inferences by Linear Programming. ECSQARU Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon
2013	C	`conf`	CREDO: A military decision-support system based on credal networks. FUSION Alessandro Antonucci, David Huber, Marco Zaffalon, Philippe Luginbuhl, Ian Chapman, Richard Ladouceur
2013	A	`conf`	On the Complexity of Strong and Epistemic Credal Networks. UAI Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
2013	J	`jnl`	On the Complexity of Strong and Epistemic Credal Networks. CoRR Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
2012	—	`conf`	An Interval-Valued Dissimilarity Measure for Belief Functions Based on Credal Semantics. Belief Functions Alessandro Antonucci
2012	A	`conf`	Compression-based AODE Classifiers. ECAI Giorgio Corani, Alessandro Antonucci, Rocco De Rosa
2012	J	`jnl`	Credal Classification based on AODE and compression coefficients CoRR Giorgio Corani, Alessandro Antonucci
2012	—	`conf`	Likelihood-Based Robust Classification with Bayesian Networks. IPMU (3) Alessandro Antonucci, Marco E. G. V. Cattaneo, Giorgio Corani
2011	C	`conf`	The imprecise noisy-OR gate. FUSION Alessandro Antonucci
2011	—	`conf`	Time Series Classification by Imprecise Hidden Markov Models. WIRN Alessandro Antonucci, Rocco De Rosa
2010	J	`jnl`	An aggregation framework based on coherent lower previsions: Application to Zadeh's paradox and sensor networks. Int. J. Approx. Reason. Alessio Benavoli, Alessandro Antonucci
2010	C	`conf`	Credal Sets Approximation by Lower Probabilities: Application to Credal Networks. IPMU Alessandro Antonucci, Fabio Cuzzolin
2010	J	`jnl`	Epistemic irrelevance in credal nets: The case of imprecise Markov trees. Int. J. Approx. Reason. Gert de Cooman, Filip Hermans, Alessandro Antonucci, Marco Zaffalon
2010	J	`jnl`	Epistemic irrelevance in credal nets: the case of imprecise Markov trees CoRR Gert de Cooman, Filip Hermans, Alessandro Antonucci, Marco Zaffalon
2010	J	`jnl`	Generalized loopy 2U: A new algorithm for approximate inference in credal networks. Int. J. Approx. Reason. Alessandro Antonucci, Yi Sun, Cassio P. de Campos, Marco Zaffalon
2009	J	`jnl`	Credal networks for military identification problems. Int. J. Approx. Reason. Alessandro Antonucci, Ralph Brühlmann, Alberto Piatti, Marco Zaffalon
2009	—	`conf`	Modeling Unreliable Observations in Bayesian Networks by Credal Networks. SUM Alessandro Antonucci, Alberto Piatti
2009	C	`conf`	Multiple model tracking by imprecise markov trees. FUSION Alessandro Antonucci, Alessio Benavoli, Marco Zaffalon, Gert de Cooman, Filip Hermans
2008	J	`jnl`	Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks. Int. J. Approx. Reason. Alessandro Antonucci, Marco Zaffalon
2007	—	`conf`	Credal Networks for Operational Risk Measurement and Management. KES (2) Alessandro Antonucci, Alberto Piatti, Marco Zaffalon
2007	J	`jnl`	Fast algorithms for robust classification with Bayesian nets. Int. J. Approx. Reason. Alessandro Antonucci, Marco Zaffalon
2006	—	`conf`	Binarization Algorithms for Approximate Updating in Credal Nets. STAIRS Alessandro Antonucci, Marco Zaffalon, Jaime Shinsuke Ide, Fábio Gagliardi Cozman
2006	—	`conf`	Equivalence Between Bayesian and Credal Nets on an Updating Problem. SMPS Alessandro Antonucci, Marco Zaffalon
2006	—	`conf`	Locally specified credal networks. Probabilistic Graphical Models Alessandro Antonucci, Marco Zaffalon
2005	—	`conf`	Fast Algorithms for Robust Classification with Bayesian Nets. ISIPTA Alessandro Antonucci, Marco Zaffalon