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Termine, Alberto and Antonucci, Alessandro and Primiero, Giuseppe and Facchini, Alessandro (2023) Imprecise Probabilistic Model Checking for Stochastic Multi-agent Systems. SN Computer Science, 4 (5). p. 443.
Adorni, Giorgia and Mangili, Francesca and Piatti, Alberto and Bonesana, Claudio and Antonucci, Alessandro (2023) Rubric-based learner modelling via noisy gates Bayesian networks for computational thinking skills assessment. Journal of Communications Software and System, 19 (1). pp. 52-64.
Huber, David and Chen, Yizuo and Antonucci, Alessandro and Darwiche, Adnan and Zaffalon, Marco (2023) Tractable Bounding of Counterfactual Queries by Knowledge Compilation. In: The 6th Workshop on Tractable Probabilistic Modeling.
Antonucci, Alessandro and Mangili, Francesca and Bonesana, Claudio and Adorni, Giorgia (2022) Intelligent tutoring systems by Bayesian nets with noisy gates. In: UNSPECIFIED.
Mangili, Francesca and Adorni, Giorgia and Piatti, Alberto and Bonesana, Claudio and Antonucci, Alessandro (2022) Modelling assessment rubrics through Bayesian networks: a pragmatic approach. In: 2022 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 22-24 September 2022, Split, Croatia.
Bonesana, Claudio and Mangili, Francesca and Antonucci, Alessandro (2021) ADAPQUEST: a software for web-based adaptive questionnaires based on Bayesian networks. In: AI4EDU: Artificial Intelligence for Education (@ Ijcai2021).
Termine, Alberto and Antonucci, Alessandro and Primiero, Giuseppe and Facchini, Alessandro (2021) Logic and model checking by imprecise probabilistic interpreted systems. In: Multi-Agent Systems: 18th European Conference, EUMAS 2021, Virtual Event, June 28--29, 2021, Revised Selected Papers 18.
Termine, Alberto and Antonucci, Alessandro and Facchini, Alessandro and Primiero, Giuseppe (2021) Robust model checking with imprecise Markov reward models. In: International Symposium on Imprecise Probability: Theories and Applications.
Antonucci, Alessandro and Mangili, Francesca and Bonesana, Claudio and Adorni, Giorgia (2021) A new score for adaptive tests in Bayesian and credal networks. In: Symbolic and Quantitative Approaches to Reasoning With Uncertainty.
Huber, David and Cabañas, Rafael and Antonucci, Alessandro and Zaffalon, Marco (2020) CREMA: A Java Library for Credal Network Inference. In: Proceedings of the 10th International Conference on Probabilistic Graphical Models (PGM 2020) UNSPECIFIED.
Mangili, Francesca and Broggini, Denis and Antonucci, Alessandro and Alberti, Marco and Cimasoni, Lorenzo (2020) A Bayesian approach to conversational recommendation systems. In: UNSPECIFIED.
Mangili, Francesca and Broggini, Denis and Antonucci, Alessandro (2020) Conversational recommender system by Bayesian methods. In: Proceedings of the Fourteenth International Conference on Scalable Uncertainty Management (SUM 2020).
Mattei, Lilith and Antonucci, Alessandro and Mauá, Denis Deratani and Facchini, Alessandro and Llerena, Julissa Villanueva (2020) Tractable inference in credal sentential decision diagrams. International Journal of Approximate Reasoning, 125. pp. 26-48.
Antonucci, Alessandro and Facchini, Alessandro and Mattei, Lilith (2019) Credal sentential decision diagrams. In: International Symposium on Imprecise Probabilities: Theories and Applications.
Mangili, Francesca and Antonucci, Alessandro and Poulopoulou, Maria Fani and Werlen, Egon and Bergamin, Per (2018) Machine Learning for Real-Time Analysis of Reader Attention by Facial Expression and Eye Tracking Data. In: ndustrial Applied Data Science, 18-19 October 2018, Lugano. (Unpublished)
Antonucci, Alessandro and Facchini, Alessandro (2018) A credal extension of independent choice logic. In: Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings 12.
Mangili, Francesca and Bonesana, Claudio and Antonucci, Alessandro (2017) Reliable knowledge-based adaptive tests by credal networks. In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2017.
Addimando, Loredana and Rubegni, Elisa and Mangili, Francesca and Antonucci, Alessandro and D'Alessio, Germana and Hardie, Jan (2016) Adaptive Systems for foreign languages learning: a new tool in Canton Ticino (Switzerland). In: European Conference on Educational Research, ECER 2016, 23.08.2016 - 26.08.2016, Dublin.
Mangili, Francesca and Bonesana, Claudio and Antonucci, Alessandro and Zaffalon, Marco and Rubegni, Elisa and Addimando, Loredana (2016) Adaptive Testing by Bayesian Networks with Application to Language Assessment. In: International Conference on Intelligent Tutoring Systems: Adaptive Learning in Real World Contexts, 07.06.2016-09.06.2016, Zagreb, Croatia.
Mangili, Francesca and Bonesana, Claudio and Antonucci, Alessandro and Zaffalon, Marco and Rubegni, Elisa and Addimando, Loredana (2016) Adaptive Testing by Bayesian Networks with Application to Language Assessment. In: Abstract Book 13th International Conference on Intelligent Tutoring Systems:Adaptive Learning in Real World Contexts, 07.06.2016-09.06.2016, Zagreb, Croatia.
Addimando, Loredana and Rubegni, Elisa and Mangili, Francesca and Antonucci, Alessandro and D'Alessio, Germana and Hardie, Jan (2016) Adaptive systems for foreign languages learning: towards a new tool in Canton Ticino (Switzerland). In: Abstract Book EUROPEAN EDUCATIONAL RESEARCH ASSOCIATION, ECER 2016 Leading Education: The Distinct Contributions of Education Research and Researchersal, 23.08.2016-26.08.2016, University of college Dublin, Dublin, Ireland.
Antonucci, Alessandro and Corani, Giorgio (2016) The multilabel naive credal classifier. International Journal of Approximate Reasoning, 83. pp. 320-336.
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2015) Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning, 58. 25 - 38. ISSN 0888-613X
Corani, Giorgio and Antonucci, Alessandro (2014) Credal Ensembles of Classifiers. Computational Statistics & Data Analysis, 71. pp. 818-831. ISSN 0167-9473
Antonucci, Alessandro and De Campos, Cassio Polpo and Zaffalon, Marco (2014) Probabilistic Graphical Models. Technical Report UNSPECIFIED
Corani, Giorgio and Antonucci, Alessandro and Mauá, Denis Deratani and Bernaschina, Sandra (2014) Trading off Speed and Accuracy in Multilabel Classification. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models.
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2013) Approximating credal network inferences by linear programming. In: The 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 7-10 July 2013, Utrecht University: Utrecht, The Netherlands.
Antonucci, Alessandro and Huber, David and Zaffalon, Marco and Luginbühl, Philippe and Chapman, Ian and Ladouceur, Richard (2013) CREDO: a Military Decision-Support System based on Credal Networks. In: Proceedings of the 16th Conference on Information Fusion (FUSION 2013) 16th International Conference on Information Fusion, 9-12 July 2013, Askeri Museum, Istanbul, Turkey.
Mauá, Denis Deratani and De Campos, Cassio Polpo and Benavoli, Alessio and Antonucci, Alessandro (2013) On the Complexity of Strong and Epistemic Credal Networks. In: 29th Conference on Uncertainty in Artificial Intelligence (UAI).
Antonucci, Alessandro and Corani, Giorgio and Mauá, Denis Deratani and Bernaschina, Sandra (2013) An ensemble of Bayesian networks for multilabel classification. In: Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI-13).
Antonucci, Alessandro and Corani, Giorgio and Bernaschina, Sandra (2012) Active learning by the naive credal classifier. In: Communications in Computer and Information Science, Advances in Computational Intelligence UNSPECIFIED, Granada (Spain).
Antonucci, Alessandro and Cattaneo, Paolo and Corani, Giorgio (2012) Likelihood-Based Robust Classification with Bayesian Networks. Technical Report UNSPECIFIED
Corani, Giorgio and Antonucci, Alessandro and Zaffalon, Marco (2012) Bayesian networks with imprecise probabilities: theory and application to classification. In: Data Mining: Foundations and Intelligent Paradigms. Intelligent Systems Reference Library, 23 . Springer, Berlin / Heidelberg, pp. 49-93. ISBN 978-3-642-23165-0
Corani, Giorgio and Antonucci, Alessandro and De Rosa, Rocco (2012) Compression-based AODE classifiers. In: 20th European Conference on Artificial Intelligence (ECAI 2012), 27.08.2012-31.08.2012, Montpellier, France.
Antonucci, Alessandro and Zaffalon, Marco (2009) Fast Algorithms for robust classification with Bayesian Nets. Technical Report UNSPECIFIED
Gert, De Cooman and Filip, Hermans and Antonucci, Alessandro and Zaffalon, Marco (2009) Epistemic irrelevance in credal networks: the case of imprecise Markov trees. Technical Report UNSPECIFIED
Antonucci, Alessandro and Salvetti, Andrea and Zaffalon, Marco (2004) Hazard Assessment of Debris Flows by Credal Networks. Technical Report UNSPECIFIED