111 entries « 2 of 3 »

2015

Benavoli, Alessio; Corani, Giorgio; Mangili, Francesca; Zaffalon, Marco

A Bayesian nonparametric procedure for comparing algorithms Inproceedings

In: Proceedings of the 31th International Conference on Machine Learning (ICML 2015), pp. 1–9, 2015.

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Benavoli, Alessio; Mangili, Francesca

Gaussian Processes for Bayesian hypothesis tests on regression functions Inproceedings

In: Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTAT 2015), pp. 1–9, 2015.

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Mangili, Francesca; Benavoli, Alessio; de Campos, Cassio P.; Zaffalon, Marco

Reliable survival analysis based on the Đirichlet Process Journal Article

In: Biometrical Journal, vol. 57, pp. 1002–1019, 2015.

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Corani, Giorgio; Benavoli, Alessio

A Bayesian approach for comparing cross-validated algorithms on multiple data sets Journal Article

In: Machine Learning, vol. 100, no. 2, pp. 285–304, 2015.

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Benavoli, Alessio; Mangili, Francesca; Ruggeri, Fabrizio; Zaffalon, Marco

Imprecise Dirichlet Process With Application to the Hypothesis Test on the Probability That X ≤ Y Journal Article

In: Journal of Statistical Theory and Practice, vol. 9, no. 3, pp. 658-684, 2015.

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Mangili, Francesca; Benavoli, Alessio

New prior near-ignorance models on the simplex Journal Article

In: International Journal of Approximate Reasoning, vol. 56, Part B, no. 0, pp. 278 - 306, 2015.

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Benavoli, Alessio; de Campos, Cassio P.

Statistical Tests for Joint Analysis of Performance Measures Inproceedings

In: Suzuki, Joe; Ueno, Maomi (Ed.): Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings, pp. 76–92, Springer International Publishing, Cham, 2015, ISBN: 978-3-319-28379-1.

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2014

Benavoli, Alessio; Mangili, Francesca; Corani, Giorgio; Zaffalon, Marco; Ruggeri, Fabrizio

A Bayesian Wilcoxon signed-rank test based on the Đirichlet process Inproceedings

In: Proceedings of the 30th International Conference on Machine Learning (ICML 2014), pp. 1–9, 2014.

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Benavoli, Alessio; Zaffalon, Marco

Prior near ignorance for inferences in the k-parameter exponential family Journal Article

In: Statistics, vol. 49, pp. 1104-1140, 2014.

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Mauá, Denis Deratani; de Campos, Cassio P.; Benavoli, Alessio; Antonucci, Alessandro

Probabilistic Inference in Credal Networks: New Complexity Results Journal Article

In: Journal of Artifical Intelligence Research, vol. 50, pp. 603–637, 2014.

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Benavoli, Alessio

Belief function and multivalued mapping robustness in statistical estimation Journal Article

In: International Journal of Approximate Reasoning, vol. 55, no. 1, Part 3, pp. 311 - 329, 2014.

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2013

Mangili, Francesca; Benavoli, Alessio

New Prior Near-ignorance Models on the Simplex Inproceedings

In: Proc. ISIPTA'13 - 8th Int. Symposium on imprecise Probability: Theories and Applications, pp. 1–9, Compiegne (FR), 2013.

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Benavoli, Alessio

Imprecise Hierarchical Dirichlet model with applications Inproceedings

In: Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on, pp. 1–8, 2013.

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Benavoli, Alessio; Papi, Francesco

Set-membership PHD filter Inproceedings

In: Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on, pp. 1722 –1729, 2013.

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Mauá, Denis Deratani; de Campos, Cassio P.; Benavoli, Alessio; Antonucci, Alessandro

On the Complexity of Strong and Epistemic Credal Networks Inproceedings

In: Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), pp. 391-400, 2013.

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Benavoli, Alessio

The Generalized Moment-Based Filter Journal Article

In: Automatic Control, IEEE Transactions on, vol. 58, no. 10, pp. 2642-2647, 2013, ISSN: 0018-9286.

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Benavoli, Alessio; Zaffalon, Marco

Density-ratio robustness in dynamic state estimation Journal Article

In: Mechanical Systems and Signal Processing, vol. 37, no. 1–2, pp. 54 - 75, 2013.

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2012

Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

Data-Driven Strategies for selective data transmission in sensor networks Inproceedings

In: Accepted to CDC, 2012.

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Benavoli, Alessio; Noack, Benjamin

Pushing Kalman's Idea to the Extremes Inproceedings

In: Accepted to Information Fusion (FUSION), 2012, 2012.

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Benavoli, Alessio

Belief Function Robustness in Estimation Incollection

In: Denoeux, Thierry; Masson, Marie-Hélène (Ed.): Belief Functions: Theory and Applications, vol. 164, pp. 375-383, Springer Berlin / Heidelberg, 2012.

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Benavoli, Alessio; Zaffalon, Marco

A model of prior ignorance for inferences in the one-parameter exponential family Journal Article

In: Journal of Statistical Planning and Inference, vol. 142, no. 7, pp. 1960 - 1979, 2012, ISSN: 0378-3758.

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Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

Data-driven communication for state estimation with sensor networks Journal Article

In: Automatica, vol. 48, no. 5, pp. 926 - 935, 2012.

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Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

State estimation with remote sensors and intermittent transmissions Journal Article

In: Systems & Control Letters, vol. 61, no. 1, pp. 155 - 164, 2012, ISSN: 0167-6911.

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Benavoli, Alessio; Ristic, Branko

Data Fusion using Evidential Networks for Decision Support in Surveillance Systems Book

Wiley, 2012.

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2011

Battistelli, Giorgio; Chisci, Luigi; Papi, Francesco; Benavoli, Alessio; Farina, Alfonso; Graziano, Antonio

Optimal Flow Models for Multiscan Data Association Journal Article

In: Aerospace and Electronic Systems, IEEE Transactions on, vol. 47, no. 4, pp. 2405 -2422, 2011.

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de Campos, Cassio P.; Benavoli, Alessio

Inference with Multinomial Data: Why to Weaken the Prior Strength. Inproceedings

In: Walsh, Toby (Ed.): Proc. of the 22th International Joint Conference on Artificial Intelligence IJCAI, pp. 2107-2112, 2011.

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Benavoli, Alessio; Ristic, Branko

Classification with Imprecise Likelihoods: A comparison of TBM, Random Set and Imprecise Probability Approach Inproceedings

In: Information Fusion (FUSION), 2011 Proc. of the 14th International Conference on, pp. 1–8, 2011.

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Benavoli, Alessio; Zaffalon, Marco

A discussion on learning and prior ignorance for sets of priors in the one-parameter exponential family Inproceedings

In: Proc. ISIPTA'11 - 7th Int. Symposium on imprecise Probability: Theories and Applications, pp. 1–10, Innsbruck (AU), 2011.

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Benavoli, Alessio; Zaffalon, Marco; Miranda, Enrique

Robust Filtering Through Coherent Lower Previsions Journal Article

In: Automatic Control, IEEE Transactions on, vol. 56, no. 7, pp. 1567 -1581, 2011, ISSN: 0018-9286.

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Hernandez, Marcel; Benavoli, Alessio; Graziano, Antonio; Farina, Alfonso; Morelande, Mark

Performance Measures and MHT for Tracking Move-Stop-Move Targets with MTI Sensors Journal Article

In: Aerospace and Electronic Systems, IEEE Transactions on, vol. 47, no. 2, pp. 996 -1025, 2011.

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Benavoli, Alessio; Chisci, Luigi

Robust stochastic control based on imprecise probabilities Inproceedings

In: Proc. of the 18th IFAC World Congress, pp. 4606–4613, 2011.

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2010

Benavoli, Alessio

Interval dominance based data association Inproceedings

In: Information Fusion, 2010. FUSION '10. 13th International Conference on, pp. 1 -8, 2010.

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Corani, Giorgio; Benavoli, Alessio

Restricting the IDM for Classification Incollection

In: Hüllermeier, Eyke; Kruse, Rudolf; Hoffmann, Frank (Ed.): Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, vol. 80, pp. 328-337, Springer Berlin Heidelberg, 2010, ISBN: 978-3-642-14055-6.

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Benavoli, Alessio; Antonucci, Alessandro

Aggregating Imprecise Probabilistic Knowledge: application to Zadeh's paradox and sensor networks Journal Article

In: Int. Journal of Approximate Reasoning, vol. 51, no. 9, pp. 1014–1028, 2010.

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2009

Benavoli, Alessio; Zaffalon, Marco; Miranda, Enrique

Reliable hidden Markov model filtering through coherent lower previsions Inproceedings

In: Information Fusion, 2009. FUSION '09. 12th International Conference on, pp. 1743–1750, Seattle (USA), 2009.

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Antonucci, Alessandro; Benavoli, Alessio; Zaffalon, Marco; de Cooman, Gert; Hermans, Filip

Multiple Model Tracking by Imprecise Markov Trees Inproceedings

In: Information Fusion, 2009. FUSION '09. 12th International Conference on, pp. 1767–1774, Seattle (USA), 2009.

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Benavoli, Alessio; de Campos, Cassio P.

Inference from multinomial data based on a MLE-dominance criterion Inproceedings

In: Proc. on European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (Ecsqaru), pp. 22–33, Springer Berlin / Heidelberg, Verona (IT), 2009.

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Benavoli, Alessio; Antonucci, Alessandro

Aggregating Imprecise Probabilistic Knowledge Inproceedings

In: Proc. ISIPTA'09 - 6th Int. Symposium on imprecise Probability: Theories and Applications, pp. 31–41, Durham (UK), 2009.

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Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

State Estimation with remote sensors and data driven communication Inproceedings

In: Proc. on 1st IFAC workshop on Estimation and Control of networked systems, Venice (IT), 2009.

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Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

State Estimation in a Centralized Sensor Network under Limited Communication Rate Inproceedings

In: Proc. on European Control Conference (ECC), Budapest, Hungary, 2009.

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Benavoli, Alessio; Chisci, Luigi; Farina, Alfonso

Fibonacci sequence, golden section, Kalman filter and optimal control Journal Article

In: Signal Processing, vol. 89, no. 8, pp. 1483–1488, 2009.

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Benavoli, Alessio; Ristic, Branko; Farina, Alfonso; Oxenham, Martin; Chisci, Luigi

An Application of Evidential Networks to Threat Assessment Journal Article

In: Aerospace and Electronic Systems, IEEE Transactions on, vol. 45, no. 2, pp. 620–639, 2009.

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Battistelli, Giorgio; Benavoli, Alessio; Chisci, Luigi

State Estimation in a Sensor Network under Bandwidth Constraints Book

Springer, 2009.

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2008

Benavoli, Alessio; Chisci, Luigi; Ristic, Branko; Farina, Alfonso

Modelling Uncertain Implication Rules in Evidence Theory Inproceedings

In: Information Fusion, 2008. FUSION '08. 11th International Conference on, pp. 1–8, Cologne, Germany, 2008.

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Benavoli, Alessio; Di Lallo, Annarita

Why Should We Use Particle Filtering in FM Band Passive Radar? Inproceedings

In: Proc. on European Radar Conference Amsterdam (EuRAD), pp. 344–347, Amsterdam, Netherlands, 2008.

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Battistelli, Giorgio; Chisci, Luigi; Morrocchi, Stefano; Papi, Francesco; Benavoli, Alessio; Farina, Alfonso; Graziano, Antonio

Traffic intensity estimation via PHD filtering Inproceedings

In: Proc. on European Radar Conference Amsterdam (EuRAD), pp. 340–343, Amsterdam, Netherlands, 2008.

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Battistelli, Giorgio; Chisci, Luigi; Papi, Francesco; Benavoli, Alessio; Farina, Alfonso

Multiscan association as a single-commodity flow optimization problem Inproceedings

In: Radar Conference, 2008. RADAR '08. IEEE, pp. 519–524, Adelaide, Australia, 2008.

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Benavoli, Alessio; Farina, Alfonso; Ortenzi, Luciana

MLE in presence of equality and inequality non-linear constraints for the ballistic target problem Inproceedings

In: Radar Conference, 2008. RADAR '08. IEEE, pp. 1–6, Roma, Italy, 2008.

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Chisci, Luigi; Benavoli, Alessio; Farina, Alfonso

Tracking a target moving in a known road network by square-root equality-constrained filtering Inproceedings

In: Radar Conference, 2008. RADAR '08. IEEE, pp. 1–6, Roma, Italy, 2008.

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Battistelli, Giorgio; Chisci, Luigi; Papi, Francesco; Farina, Alfonso; Benavoli, Alessio

Multiscan association as a multi-commodity flow optimization problem Inproceedings

In: Proc. on IEEE Radar Conference, pp. 1–6, Roma, Italy, 2008.

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111 entries « 2 of 3 »