Modellizzazione di sistemi stocastici
Short Title: Sistemi stocastici
Principal Investigator: Fabrizio Ruggeri
Project Areas: Matematica Applicata
Year of start/end
2025 / 2025
PDGP CODE
DIT.AD021.003.001
Linked Products
- 2023, Journal article
Outlier vehicle trajectory detection using deep autoencoders in Santiago, Chile
B. Peralta, R. Soria, O. Nicolis, F. Ruggeri, L. Caro, and A. Bronfman - 2022, Journal article
Bias correction in clustered underreported data
G.L. de Oliveira, R. Argiento, R.H. Loschi, R.M. Assunçao, F. Ruggeri, and M. D'Elia Branco - 2022, Journal article
Dynamic linear models for policy monitoring. The case of maternal and neonatal mortality in Ghana
A. Adebanji, D. Rios Insua, and F. Ruggeri - 2022, Journal article
Model validation of a single degree-of-freedom oscillator: A case study
E. Boone, J. Hannig, R. Ghanam, S. Ghosh, F. Ruggeri, and S. Prudhomme - 2022, Journal article
Multicriteria decision frontiers for prescription anomaly detection over time
B. Zafari, T. Ekin, and F. Ruggeri - 2022, Journal article
Validation of a computer code for the energy consumption of a building, with application to optimal electric bill pricing
M. Keller, G. Damblin, A. Pasanisi, M. Schumann, P. Barbillon, F. Ruggeri, and E. Parent - 2021, Journal article
2021 International Statistical Institute Mahalanobis Award: A Tribute to Heleno Bolfarine
F. Ruggeri, H. Bolfarine, J.L. Bazán, R.B. Arellano-Valle, V.H. Lachos Davila, and M. de Castro - 2021, Journal article
A bivariate two-state Markov modulated Poisson process for failure modeling
G.Y. Yera, R.E. Lillo, B.F. Nielsen, P. Ramirez-Cobo, and F. Ruggeri - 2021, Journal article
An adversarial risk analysis framework for batch acceptance problems
J. Gonzalez-Ortega, R. Soyer, D.R. Insua, and F. Ruggeri - 2021, Journal article
An asymmetric area model-based approach for small area estimation applied to survey data
M. Rodríguez, V. Leiva, M. Huerta, C. Lillo, A. Tapia, and F. Ruggeri - 2021, Article review
Comment on "A Gibbs Sampler for a Class of Random Convex Polytopes" by P.E. Jacob, R. Gong, P.T. Edlefsen and A.P. Dempster
F. Ruggeri - 2021, Journal article
Curve registration of functional data for approximate Bayesian computation
A. Ebert, K. Mengersen, F. Ruggeri, and P. Wu - 2021, Journal article
Decisions in risk and reliability: An explanatory perspective
A. Pievatolo, F. Ruggeri, R. Soyer, and S. Wilson - 2021, Journal article
Hypothesis testing in presence of adversaries
J. González-Ortega, D. Ríos Insua, F. Ruggeri, and R. Soyer - 2021, Journal article
Likelihood-free parameter estimation for dynamic queueing networks: Case study of passenger flow in an international airport terminal
A. Ebert, R. Dutta, K. Mengersen, A. Mira, F. Ruggeri, and P. Wu - 2021, Journal article
On a new class of multivariate prior distributions: Theory and application in reliability
F. Ruggeri, M. Sanchez-Sanchez, M.A. Sordo, and A. Suarez-Llorens - 2021, Journal article
Predicting PM2.5 and PM10 levels during critical episodes management in Santiago, Chile, with a bivariate Birnbaum-Saunders log-linear model
R. Puentes, C. Marchant, V. Leiva, J.I. Figueroa-Zuniga, and F. Ruggeri - 2020, Journal article
A robust cardinality-constrained model to address the machine loading problem
G. Lugaresi, E. Lanzarone, N. Frigerio, and A. Matta - 2020, Article review
Advances in Bayesian decision making in reliability
D.R.Insua, F. Ruggeri, R. Soyer, and S. Wilson - 2020, Journal article
Combining opinions for use in Bayesian networks: A measurement error approach
A.C. Farr, K. Mengersen, F. Ruggeri, D. Simpson, P. Wu, and P. Yarlagadda - 2020, Journal article
Modelling background seismicity components identified by nearest neighbour and stochastic declustering approaches: the case of Northeastern Italy
A. Benali, A. Peresan, E. Varini, and A. Talbi - 2020, Journal article
Topological Comparison Between the Stochastic and the Nearest-Neighbor Earthquake Declustering Methods Through Network Analysis
E. Varini, A. Peresan, and J. Zhuang - 2019, Journal article
Adversarial classification: An adversarial risk analysis approach
R.Naveiro, A. Redondo, D. Rios Insua, and F. Ruggeri - 2019, Journal article
Predicting hourly ozone concentrations using wavelets and ARIMA models
L. Salazar, O. Nicolis, F. Ruggeri, J. Kisel'ák, and M. Stehlík - 2019, Journal article
Recent developments of control charts, identification of big data sources and future trends of current research
R.G. Aykroyd, V. Leiva, and F. Ruggeri - 2019, Editorial in journal
Special issue of ASMBI for GDDR 2017 FOREWORD
A. Pievatolo, D. Rios Insua, and S. Wilson - 2018, Journal article
A new estimator for the covariance of the PLS coefficients estimator with applications to chemical data
J.L. Martinez, V. Leiva, H. Saulo, F. Ruggeri, and G.C. Arteaga - 2018, Journal article
Adversarial issues in reliability
D. Ríos Insua, F. Ruggeri, R. Soyer, and D.G. Rasines - 2018, Journal article
Computational challenges and temporal dependence in Bayesian nonparametric models
R. Argiento and M. Ruggiero - 2018, Journal article
Kriging with external drift in a Birnbaum-Saunders geostatistical model
F. Garcia-Papani, V. Leiva, F. Ruggeri, and M.A. Uribe-Opazo - 2018, Journal article
Prior and posterior linear pooling for combining expert opinions: uses and impact on Bayesian networks-The case of the wayfinding model
C. Farr, F. Ruggeri, and K. Mengersen - 2018, Journal article
Prior robustness for Bayesian implementation of the fault tree analysis
C. Joshi, F. Ruggeri, and S.P. Wilson - 2018, Journal article
Statistical medical fraud assessment: Exposition to an emerging field
T. Ekin, F. Ieva, F. Ruggeri, and R. Soyer - 2017, Journal article
A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions
F. Ruggeri, Z. Sawlan, M. Scavino, and R. Tempone - 2017, Journal article
A non-Gaussian option pricing model based on Kaniadakis exponential deformation
E. Moretto, S. Pasquali, and B. Trivellato - 2017, Journal article
Bayesian joint modelling of the health profile and demand of home care patients
R. Argiento, A. Guglielmi, E. Lanzarone, and I. Nawajah - 2017, Journal article
Defect detection in SEM images of nanofibrous materials
D. Carrera, F. Manganini, G. Boracchi, and E. Lanzarone - 2017, Journal article
Discussion of 'Environmental decision-making using Bayesian Networks: Creating an environmental report card'
A. Bodini - 2017, Journal article
Improved coral population estimation reveals trends at multiple scales on Australia's Great Barrier Reef
J. Vercelloni, K. Mengersen, F. Ruggeri, and M.J. Caley - 2017, Journal article
Modelling age replacement policy under multiple time scales and stochastic usage profiles
N. Diaz, R. Pascual, F. Ruggeri, and E. López Droguett - 2017, Letter
Note on "Frequentistic approximations to Bayesian prevision of exchangeable random elements" [Int. J. Approx. Reason. 78 (2016) 138-152]
D.M. Cifarelli, E. Dolera, and E. Regazzini - 2016, Journal article
Frequentistic approximations to Bayesian prevision of exchangeable random elements
D.M. Cifarelli, E. Dolera, and E. Regazzini - 2016, Journal article
Inequality and risk aversion in economies open to altruistic attitudes
E. Perversi and E. Regazzini - 2016, Journal article
Optimal storage scheduling using Markov decision processes
S. Grillo, A. Pievatolo, and E. Tironi - 2016, Journal article
Option pricing under deformed Gaussian distributions
E. Moretto, S. Pasquali, and B. Trivellato - 2015, Journal article
A robust Bayesian approach to an optimal replacement policy for gas pipelines
J.P. Arias-Nicolás, J. Martín, F. Ruggeri, and A. Suárez-Llorens - 2015, Journal article
Optimal strategies for interception, detection, and eradication in plant biosecurity
S. Pasquali, G. Gilioli, D. Janssen, and S. Winter - 2021, Essay or book chapter
Structured expert judgement issues in a supply chain cyber risk management system
A. Torres-Barrán, A. Redondo, D. Rios Insua, J. Domingo, and F. Ruggeri - 2019, Conference proceedings
A variable neighborhood search for home care scheduling under chargeable overtime and preference matching
Y. Zhu, A. Matta, E. Lanzarone, and N. Geng - 2019, Conference proceedings
Spatio-temporal earthquake clustering: insights and outlooks from Network Analysis
E. Varini, A. Peresan, and J. Zhuang - 2018, Conference proceedings
A recursive optimization-simulation approach for the ambulance location and dispatching problem
E. Lanzarone, E. Galluccio, V. Belanger, V. Nicoletta, and A. Ruiz - 2018, Conference proceedings
Clustering macroseismic fields by statistical data depth functions
C. Agostinelli, R. Rotondi, and E. Varini - 2017, Conference proceedings
A Bayesian model for describing and predicting the stochastic demand of emergency calls
V. Nicoletta, E. Lanzarone, A. Guglielmi, V. Bélanger, and A. Ruiz - 2017, Conference proceedings
Identification of patient-specific parameters in a kinetic model of fluid and mass transfer during dialysis
C. Bianchi, E. Lanzarone, G. Casagrande, and M.L. Costantino - 2022, Website
Sito web La Statistica al CNR al servizio del Paese 2022
Maria Teresa Artese, Tommaso Del Viscio - 2011, Website
Sito web del workshop GDRR 2011 organizzato da CNR IMATI - Sede di Milano in data maggio 2011
T. Del Viscio and F. Ruggeri - 2006, Website
Sito web del workshop BISP6 organizzato da CNR IMATI - Sede di Milano giugno 2009
T. Del Viscio and F. Ruggeri - 2006, Website
Sito web del workshop TED06 organizzato da CNR IMATI - Sede di Milano in data ottobre 2006
T. Del Viscio and F. Ruggeri - 2004, Website
Sito web del workshop BISP4 organizzato da CNR IMATI - Sede di Milano giugno 2004
T. Del Viscio and F. Ruggeri
Last update: Jul/2020