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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 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 (Unpublished)
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.
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: Proceedings Intelligent Tutoring Systems: 13th International Conference, ITS 2016, Zagreb, Croatia, June 7-10, 2016. Proceedings, 07.06.2016-10.06.2016, Zagreb, Croatia.
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