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Publications

Year Authors Title
  2022 Alessio Benavoli and Alessandro Facchini and Marco Zaffalon Quantum indistinguishability through exchangeability International Journal of Approximate Reasoning, 151, pp389-412. DOI: https://doi.org/10.1016/j.ijar.2022.10.003
  2021 Alessio Benavoli and Alessandro Facchini and Marco Zaffalon Quantum indistinguishability through exchangeable desirable gambles
  2021 Alessio Benavoli and Alessio Balleri and Alfonso Farina Joint Waveform and Guidance Control Optimization by Statistical Linearisation for Target Rendezvous
  2021 Alessio Benavoli and Cassio de Campos Bayesian Kernelised Test of (In)dependence with Mixed-type Variables
  2023 Alessio Benavoli and Dario Azzimonti and Dario Piga Bayesian Optimization For Choice Data International Journal of Approximate Reasoning
  2023 Alessio Benavoli and Dario Azzimonti and Dario Piga Learning Choice Functions with Gaussian Processes , 216, pp141--151
  2021 Alessio Benavoli and Dario Azzimonti and Dario Piga Preferential Bayesian optimisation with Skew Gaussian Processes arXiv preprint arXiv:2008.06677. DOI: http://dx.doi.org/10.1145/3449726.3463128
  2021 Alessio Benavoli and Dario Azzimonti and Dario Piga Preferential Bayesian optimisation with Skew Gaussian Processes arXiv preprint arXiv:2008.06677. DOI: http://dx.doi.org/10.1145/3449726.3463128
  2019 Alessio Benavoli, Alessandro Facchini, Dario Piga, Marco Zaffalon Sum-of-squares for bounded rationality International Journal of Approximate Reasoning, pp130 -152
  2017 Alessio Benavoli, Alessandro Facchini, Marco Zaffalon A Gleason-Type Theorem for Any Dimension Based on a Gambling Formulation of Quantum Mechanics Foundations of Physics
  2021 Alessio Benavoli, Dario Azzimonti, Dario Piga A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes Machine Learning. DOI: http://dx.doi.org/10.1007/s10994-021-06039-x
  2022 Almardeny, Yahya and Benavoli, Alessio and Boujnah, Noureddine and Naredo, Enrique A Reinforcement Learning System for Generating Instantaneous Quality Random Sequences IEEE Transactions on Artificial Intelligence, pp1-1. DOI: http://dx.doi.org/10.1109/TAI.2022.3161893
  2009 Antonucci, A., Benavoli, A., Zaffalon, M., De Cooman, G., Hermans, F. Multiple model tracking by imprecise Markov trees 2009 12th International Conference on Information Fusion, FUSION 2009, pp1767-1774
  2009 Antonucci, Alessandro and Benavoli, Alessio and Zaffalon, Marco and de Cooman, Gert and Hermans, Filip Multiple Model Tracking by Imprecise Markov Trees Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, pp1767--1774
  2023 Arash Kia and James Waterson and Norma Bargary and Stuart Rolt and Kevin Burke and Jeremy Robertson and Samuel Garcia and Ale... Determinants of Intravenous Infusion Longevity and Infusion Failure via a Nonlinear Model Analysis of Smart Pump Event Logs: Retrospective Study JMIR AI, 2. DOI: http://dx.doi.org/10.2196/48628
  2023 Arianna Casanova and Alessio Benavoli and Marco Zaffalon Nonlinear desirability as a linear classification problem International Journal of Approximate Reasoning, 152, pp1-32. DOI: https://doi.org/10.1016/j.ijar.2022.10.008
  2017 Balleri, Alessio ; Benavoli, Alessio ; Farina, Alfonso Coordination of Guidance and Adaptive Radiated Waveform for Interception and Rendezvous Problems 18th International Radar Symposium (IRS 2017),
  2017 Balleri, Alessio ; Farina, Alfonso ; Benavoli, Alessio Coordination of optimal guidance law and adaptive radiated waveform for interception and rendezvous problems IET Radar, Sonar & Navigation
  2009 Battistelli, G., Benavoli, A., Chisci, L. State estimation with remote sensors and data-driven communication IFAC Proceedings Volumes (IFAC-PapersOnline), 1, pp364-369. DOI: http://dx.doi.org/10.3182/20090924-3-IT-4005.0015
  2008 Battistelli, G., Chisci, L., Morrocchi, S., Papi, F., Benavoli, A., Di Lallo, A., Farina, A., Graziano, A. Traffic intensity estimation via PHD filtering 2008 5th European Radar Conference Proceedings, EuRAD 2008, pp340-343
  2012 Battistelli, Giorgio ; Benavoli, Alessio ; Chisci, Luigi Data-driven strategies for selective data transmission in sensor networks Conference on Decision and Control. DOI: http://dx.doi.org/10.1109/cdc.2012.6426419
  2012 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi Data-Driven Strategies for selective data transmission in sensor networks Conference on Decision and Control
  2012 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi Data-driven communication for state estimation with sensor networks Automatica, 48(5), pp926 - 935. DOI: http://dx.doi.org/10.1016/j.automatica.2012.02.028
  2012 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi State estimation with remote sensors and intermittent transmissions Systems & Control Letters, 61(1), pp155 - 164. DOI: http://dx.doi.org/10.1016/j.sysconle.2011.10.005
  2009 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi State Estimation in a Sensor Network under Bandwidth Constraints , pp207--221
  2009 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi State Estimation in a Centralized Sensor Network under Limited Communication Rate Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods
  2009 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi State Estimation with remote sensors and data driven communication Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods
  2008 Battistelli, Giorgio and Benavoli, Alessio and Chisci, Luigi State estimation with a remote sensor under limited communication rate Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, pp654--659. DOI: http://dx.doi.org/10.1109/ISCCSP.2008.4537306
  2008 Battistelli, Giorgio and Chisci, Luigi and Morrocchi, Stefano and Papi, Francesco and Benavoli, Alessio and Farina, Alfonso a... Traffic intensity estimation via PHD filtering Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, pp340--343
  2008 Battistelli, Giorgio and Chisci, Luigi and Papi, Francesco and Benavoli, Alessio and Farina, Alfonso Multiscan association as a single-commodity flow optimization problem Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, pp519--524. DOI: http://dx.doi.org/10.1109/RADAR.2008.4721109
  2011 Battistelli, Giorgio and Chisci, Luigi and Papi, Francesco and Benavoli, Alessio and Farina, Alfonso and Graziano, Antonio Optimal Flow Models for Multiscan Data Association Aerospace and Electronic Systems, IEEE Transactions on, 47(4), pp2405 -2422. DOI: http://dx.doi.org/10.1109/TAES.2011.6034641
  2008 Battistelli, Giorgio and Chisci, Luigi and Papi, Francesco and Farina, Alfonso and Benavoli, Alessio Multiscan association as a multi-commodity flow optimization problem Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, pp1--6. DOI: http://dx.doi.org/10.1109/RADAR.2008.4653979
  2021 Benavoli , Alessio and Facchini, Alessandro and Zaffalon, Marco The Weirdness Theorem and the Origin of Quantum Paradoxes Foundations of Physics, 51(95). DOI: http://dx.doi.org/10.1007/s10701-021-00499-w
  2021 Benavoli A., Wyse J. and White A. Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect PROBPROG
  2019 Benavoli, A; Balleri, A; Farina, A Joint Waveform and Guidance Control Optimization for Target Rendezvous IEEE Transactions on Signal Processing, 67(16), pp4357-4369
  2018 Benavoli, A. Dual Probabilistic Programming PROBPROG 2018 The International Conference on Probabilistic Programmin
  2010 Benavoli, A. Interval dominance based data association 13th Conference on Information Fusion, Fusion 2010
  2017 Benavoli, A. ; Corani, G. ; Demsar, J. ; Zaffalon, M. Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis Journal of Machine Learning Research, 18(77), pp1-36
  2019 Benavoli, A. ; Facchini, A. ; Zaffalon, M. Bernstein's socks, polynomial-time provable coherence and entanglement International Symposium on Imprecise Probability: Theories and Applications
  2009 Benavoli, A., Antonucci, A. Aggregating imprecise probabilistic knowledge ISIPTA 2009 - Proceedings of the 6th International Symposium on Imprecise Probability: Theories and Applications, pp31-40
  2011 Benavoli, A., Chisci, L. Robust stochastic control based on imprecise probabilities IFAC Proceedings Volumes (IFAC-PapersOnline), 18, pp4606-4613. DOI: http://dx.doi.org/10.3182/20110828-6-IT-1002.02081
  2009 Benavoli, A., De Campos, C.P. Inference from multinomial data based on a MLE-dominance criterion Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5590 LNAI, pp22-33. DOI: http://dx.doi.org/10.1007/978-3-642-02906-6_4
  2008 Benavoli, A., Di Lallo, A. Why should we use particle filtering in FM band passive radars? 2008 5th European Radar Conference Proceedings, EuRAD 2008, pp344-347
  2012 Benavoli, A., Noack, B. Pushing Kalman's idea to the extremes 15th International Conference on Information Fusion, FUSION 2012, pp1202-1209
  2011 Benavoli, A., Ristic, B. Classification with imprecise likelihoods: A comparison of TBM, random set and imprecise probability approach Fusion 2011 - 14th International Conference on Information Fusion
  2011 Benavoli, A., Zaffalon, M. A discussion on learning and prior ignorance for sets of priors in the one-parameter exponential family ISIPTA 2011 - Proceedings of the 7th International Symposium on Imprecise Probability: Theories and Applications, pp69-78
  2009 Benavoli, A., Zaffalon, M., Miranda, E. Reliable hidden Markov model filtering through coherent lower previsions 2009 12th International Conference on Information Fusion, FUSION 2009, pp1743-1750
  2020 Benavoli, A.; Azzimonti, D.; Piga, D. Skew Gaussian processes for classification Machine Learning, 109, pp1877-1902
  2017 Benavoli, A.; Facchini, A. ; Piga, D.; Zaffalon, M. SOS for bounded rationality
  2014 Benavoli, Alessio Belief function and multivalued mapping robustness in statistical estimation International Journal of Approximate Reasoning

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