@inproceedings{mangili2013a,
author = {Mangili, F. and Benavoli, A.},
booktitle = {Proc. ISIPTA'13 - 8th Int. Symposium on imprecise Probability: Theories and Applications},
address = {Compiegne (FR)},
title = {{New Prior Near-ignorance Models on the Simplex}},
year = {2013},
month = {July},
volume = {},
number = {},
pages = {1--9},
url = {http://www.idsia.ch/~alessio/mangili2013a.pdf}
}
@inproceedings{benavoli2013d,
author = {Benavoli, A.},
booktitle = {Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on },
title = {{Imprecise Hierarchical Dirichlet model with
applications}},
year = {2013},
month = {July},
volume = {},
number = {},
pages = {1--8},
url = {http://www.idsia.ch/~alessio/benavoli2013d.pdf}
}
@inproceedings{benavoli2013c,
author = {Benavoli, A. and Papi,F.},
booktitle = {Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on },
title = {{Set-membership PHD filter}},
year = {2013},
month = {July},
volume = {},
number = {},
pages = {1--8},
url = {http://www.idsia.ch/~alessio/benavoli2013c.pdf}
}
@inproceedings{benavoli2012f,
title = {{Data-Driven Strategies for selective data transmission in sensor networks}},
booktitle = {Accepted to CDC},
author = {Battistelli, G. and Benavoli, A. and Chisci, L.},
year = {2012}
}
@inproceedings{benavoli2012e,
title = {Pushing Kalman's Idea to the Extremes},
booktitle = {Information Fusion (FUSION), 2012 Proc. of the 15th
International Conference},
author = {Benavoli, A. and Noack, B.},
url = {http://www.idsia.ch/~alessio/fusion2012.pdf},
year = {2012}
}
@incollection{benavoli2012a,
author = {Benavoli, A.},
title = {Belief Function Robustness in Estimation},
booktitle = {Belief Functions: Theory and Applications},
series = {Advances in Intelligent and Soft Computing},
editor = {Denoeux, Thierry and Masson, Marie-Hélène},
publisher = {Springer Berlin / Heidelberg},
pages = {375-383},
volume = {164},
url = {http://www.idsia.ch/~alessio/belief2012.pdf},
doi = {10.1007/978-3-642-29461-7_44},
abstract = {We consider the case in which the available knowledge does not allow to specify a precise probabilistic model for the prior and/or likelihood in statistical estimation. We assume that this imprecision can be represented by belief functions. Thus, we exploit the mathematical structure of belief functions and their equivalent representation in terms of closed convex sets of probability measures to derive robust posterior inferences.},
year = {2012}
}
@inproceedings{benavoli_2012_conf_a,
author = { Benavoli, A.},
booktitle = {accepted to Belief conference},
title = {{Belief function robustness in estimation}},
url = {http://www.idsia.ch/~alessio/belief2012.pdf},
year = {2012}
}
@inproceedings{benavoli_2011_conf_a,
author = { Benavoli, A. and Chisci, L.},
booktitle = {Proc. of the 18th IFAC World Congress},
title = {{Robust stochastic control based on imprecise probabilities}},
pages = {4606--4613},
url = {http://www.idsia.ch/~alessio/ifac_mpc.pdf},
year = {2011}
}
@inproceedings{benavoli_2011_conf_b,
author = {de Campos, Cassio Polpo and Benavoli, Alessio},
editor = {Walsh, Toby},
booktitle = {Proc. of the 22th International Joint Conference on Artificial Intelligence IJCAI},
pages = {2107-2112},
title = {Inference with Multinomial Data: Why to Weaken the Prior Strength.},
url = {http://www.idsia.ch/~alessio/IJCAI_2011.pdf},
year = 2011
}
@inproceedings{benavoli_2011_conf_c,
author = { Benavoli, A. and Ristic, B.},
booktitle = {Information Fusion (FUSION), 2011 Proc. of the 14th International Conference on },
title = {{Classification with Imprecise Likelihoods: A
comparison of TBM, Random Set and Imprecise
Probability Approach}},
year = {2011},
month = {July},
volume = {},
number = {},
pages = {1--8},
url = {http://www.idsia.ch/~alessio/Fusion2011.pdf}
}
@inproceedings{benavoli2011_conf_d,
author = {Benavoli, A. and Zaffalon, M.},
title = {{A discussion on learning and prior ignorance for sets of priors
in the one-parameter exponential family}},
booktitle = {Proc. ISIPTA'11 - 7th Int. Symposium on imprecise Probability: Theories and Applications},
address = {Innsbruck (AU)},
pages = {1--10},
url = {http://www.idsia.ch/~alessio/Exp_fam_isipta11.pdf},
month = {July},
year = {2011}
}
@incollection{benavoli_2010_conf_a,
author = {Corani, Giorgio and Benavoli, Alessio},
affiliation = {Istituto Dalle Molle di Studi sull’Intelligenza Artificiale CH-6928 Manno Lugano Switzerland},
title = {Restricting the IDM for Classification},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods},
series = {Communications in Computer and Information Science},
editor = {Hüllermeier, Eyke and Kruse, Rudolf and Hoffmann, Frank},
publisher = {Springer Berlin Heidelberg},
isbn = {978-3-642-14055-6},
keyword = {Computer Science},
pages = {328-337},
volume = {80},
url = {http://www.idsia.ch/~alessio/IPMU_2010.pdf},
doi = {10.1007/978-3-642-14055-6_34},
year = {2010}
}
@inproceedings{benavoli_2010_conf_b,
author = {Benavoli, A.},
booktitle = {Information Fusion, 2010. FUSION '10. 13th International Conference on},
title = {Interval dominance based data association},
year = {2010},
month = {july},
volume = {},
number = {},
pages = {1 -8},
url = {http://www.idsia.ch/~alessio/IPKF_JPDA.pdf}
}
@inproceedings{benavoli_2009_conf_a,
author = {Benavoli, A. and Zaffalon, M. and Miranda, E.},
title = {{Reliable hidden Markov model filtering through coherent lower previsions}},
booktitle = {Information Fusion, 2009. FUSION '09. 12th International Conference on},
address = {Seattle (USA)},
pages = {1743--1750},
url = {http://www.idsia.ch/~alessio/hmm-short_rev.pdf},
year = {6-9 July, 2009}
}
@inproceedings{benavoli_2009_conf_b,
author = {Antonucci, A. and Benavoli, A. and Zaffalon, M. and de Cooman, G. and Hermans, F.},
title = {{Multiple Model Tracking by Imprecise Markov Trees}},
booktitle = {Information Fusion, 2009. FUSION '09. 12th International Conference on},
address = {Seattle (USA)},
pages = {1767--1774},
url = {http://www.idsia.ch/~alessio/imprecise_markov-tree.pdf},
year = {6-9 July, 2009}
}
@inproceedings{benavoli2009_conf_c,
author = {Benavoli, A. and de Campos, C. P. },
title = {{Inference from multinomial data based on a MLE-dominance criterion}},
booktitle = {Proc. on European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (Ecsqaru)},
address = {Verona (IT)},
pages = {22--33},
publisher = {Springer Berlin / Heidelberg},
url = {http://www.idsia.ch/~alessio/escquaru_benavoli_de_Campos.pdf},
year = {1--3 July, 2009}
}
@inproceedings{benavoli2009_conf_d,
author = {Benavoli, A. and Antonucci, A.},
title = {{Aggregating Imprecise Probabilistic Knowledge}},
booktitle = {Proc. ISIPTA'09 - 6th Int. Symposium on imprecise Probability: Theories and Applications},
address = {Durham (UK)},
pages = {31--41},
url = {http://www.idsia.ch/~alessio/benavoli_antonucci_isipta09.pdf},
year = {14--18 July, 2009}
}
@inproceedings{benavoli2009_conf_e,
author = {Battistelli, G. and Benavoli, A. and Chisci, L.},
title = {{State Estimation with remote sensors and data driven communication}},
booktitle = {Proc. on 1st IFAC workshop on Estimation and Control of networked systems},
address = {Venice (IT)},
url = {https://ifac.papercept.net/conferences/scripts/abstract.pl?ConfID=12&Number=15},
year = {24--26 September 2009}
}
@inproceedings{benavoli2009_conf_f,
author = {Battistelli, G. and Benavoli, A. and Chisci, L.},
title = {{State Estimation in a Centralized Sensor Network under Limited Communication Rate}},
booktitle = {Proc. on European Control Conference (ECC)},
address = {Budapest, Hungary},
url = {http://www.idsia.ch/~alessio/ECC09_0633_FI.pdf},
year = {23--26 August, 2009}
}
@inproceedings{benavoli_2008_conf_a,
author = {Benavoli, A. and Chisci, L. and Ristic, B. and Farina, A.},
title = {{Modelling Uncertain Implication Rules in Evidence Theory}},
booktitle = {Information Fusion, 2008. FUSION '08. 11th International Conference on},
address = {Cologne, Germany},
pages = {1--8},
doi = {10.1109/ICIF.2008.4632380},
url = {http://www.idsia.ch/~alessio/Impl_rule_mod.pdf},
year = {June 30--July 3, 2008}
}
@inproceedings{benavoli_2008_conf_b,
author = {Benavoli, A. and Di Lallo, A.},
title = {{Why Should We Use Particle Filtering in FM Band Passive Radar?}},
booktitle = {Proc. on European Radar Conference Amsterdam (EuRAD)},
address = {Amsterdam, Netherlands},
pages = {344--347},
url = {http://www.idsia.ch/~alessio/Paper_EuRAD.pdf},
year = {October 29--31, 2008}
}
@inproceedings{benavoli_2008_conf_c,
author = {Battistelli, G. and Chisci, L. and Morrocchi, S. and Papi, F. and Benavoli, A. and Farina, A. and Graziano, A.},
title = {{Traffic intensity estimation via PHD filtering}},
booktitle = {Proc. on European Radar Conference Amsterdam (EuRAD)},
address = {Amsterdam, Netherlands},
pages = {340--343},
url = {http://www.idsia.ch/~alessio/PHD-Traffic.pdf},
year = {October 29--31, 2008}
}
@inproceedings{benavoli_2008_conf_d,
author = {Battistelli, G. and Chisci, L. and Papi, F. and Benavoli, A. and Farina, A.},
title = {{Multiscan association as a single-commodity flow optimization problem}},
booktitle = {Radar Conference, 2008. RADAR '08. IEEE},
address = {Adelaide, Australia},
pages = {519--524},
url = {http://www.idsia.ch/~alessio/adelaide.pdf},
doi = {10.1109/RADAR.2008.4721109},
year = {2--5 September, 2008}
}
@inproceedings{benavoli_2008_conf_e,
author = { Benavoli, A. and Farina, A. and Ortenzi, L.},
title = {{MLE in presence of equality and inequality non-linear constraints for the ballistic target problem}},
booktitle = {Radar Conference, 2008. RADAR '08. IEEE},
address = {Roma, Italy},
pages = {1--6},
doi = {10.1109/RADAR.2008.4721042},
url = {http://www.idsia.ch/~alessio/CRLB_paper_definitivo.pdf},
year = {26--30 May, 2008}
}
@inproceedings{benavoli_2008_conf_f,
author = { Chisci, L. and Benavoli, A. and Farina, A.},
title = {{Tracking a target moving in a known road network by square-root equality-constrained filtering}},
booktitle = {Radar Conference, 2008. RADAR '08. IEEE},
address = {Roma, Italy},
pages = {1--6},
doi = {10.1109/RADAR.2008.4721045},
url = {http://www.idsia.ch/~alessio/road-track-final.pdf},
year = {26--30 May, 2008}
}
@inproceedings{benavoli_2008_conf_g,
author = { Battistelli, G. and Chisci, L. and Papi, F. and Farina, A. and Benavoli, A. },
title = {{Multiscan association as a multi-commodity flow optimization problem}},
booktitle = {Proc. on IEEE Radar Conference},
address = {Roma, Italy},
pages = {1--6},
doi = {10.1109/RADAR.2008.4653979},
url = {http://www.idsia.ch/~alessio/Association_MC.pdf},
year = {26--30 May, 2008}
}
@inproceedings{benavoli_2008_conf_h,
author = { Battistelli, G. and Benavoli, A. and Chisci, L. },
title = {{Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on}},
booktitle = {Proc. on 3rd Int. Symp. on Communications, Control and Signal Processing (ISCCSP)},
address = {Malta},
pages = {654--659},
doi = {10.1109/ISCCSP.2008.4537306},
url = {http://www.idsia.ch/~alessio/2NSS.pdf},
year = {12--14 March, 2008}
}
@inproceedings{benavoli_2007_conf_a,
author = {Benavoli, A. and Ristic, B. and Farina, A. and Oxenham, M. and Chisci, L.},
title = {{An approach to Threat Assessment Based on Evidential Networks}},
booktitle = {Information Fusion, 2008. FUSION '08. 10th International Conference on},
address = {Quebec city, Canada},
pages = {1--6},
doi = {10.1109/ICIF.2007.4408020},
url = {http://www.idsia.ch/~alessio/vbs_ta.pdf},
year = {9--12 July, 2007}
}
@inproceedings{benavoli_2007_conf_b,
author = {Benavoli, A. and Chisci, L. and Di Lallo, A. and Farina, A. and Fulcoli, R. and Mancinelli, R. and Timmoneri, L.},
title = {{Design and development of a signal and data processor test bed for a passive radar in the FM band}},
booktitle = {Radar Systems, 2007 IET International Conference on},
address = {Edinburgh, (UK)},
pages = {1--5},
url = {http://www.idsia.ch/~alessio/PCR_edinburg.pdf},
year = {15--18 October, 2007}
}
@inproceedings{benavoli_2007_conf_c,
author = {Benavoli, A. and Chisci, L.},
title = {{Towards optimal energy-quality tradeoff in tracking via sensor networks}},
booktitle = {Proc. on European Control Conference (ECC)},
address = {Kos, Greece},
pages = {1--5},
url = {http://www.idsia.ch/~alessio/ECC07.pdf},
year = {2--5 July, 2007}
}
@inproceedings{benavoli_2007_conf_d,
author = {Benavoli, A. and Chisci, L.},
title = {{Improved estimation for object localization via sensor networks}},
booktitle = {Networking, Sensing and Control, 2007 IEEE International Conference on},
address = {London, (UK)},
pages = {302--306},
doi = {10.1109/ICNSC.2007.372795},
url = {http://www.idsia.ch/~alessio/ICNSC07.pdf},
year = {15--17 April, 2007}
}
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