SCRUCCA, LUCA
SCRUCCA, LUCA
DIPARTIMENTO DI SCIENZE STATISTICHE "PAOLO FORTUNATI"
Docenti di ruolo di Ia fascia
Mixture-based estimation of entropy
2023 Robin, S.; Scrucca, L.
Model-Based Clustering, Classification, and Density Estimation Using mclust in R
2023 Scrucca, L.; Fraley, C.; Murphy, T. B.; Raftery, A. E.
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy
2022 Scrucca, L.
Modal clustering on PPGMMGA projection subspace
2022 Scrucca, L.
A fast and efficient Modal EM algorithm for Gaussian mixtures
2021 Scrucca, L.
Better than the best? Answers via model ensemble in density-based clustering
2021 Casa, A.; Scrucca, L.; Menardi, G.
A transformation-based approach to Gaussian mixture density estimation for bounded data
2019 Scrucca, L.
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap
2019 O'Hagan, A.; Murphy, T. B.; Scrucca, L.; Gormley, I. C.
Model-based clustering with sparse covariance matrices
2019 Fop, M.; Murphy, T. B.; Scrucca, L.
Projection Pursuit Based on Gaussian Mixtures and Evolutionary Algorithms
2019 Scrucca, L.; Serafini, A.
Clustvarsel: A package implementing variable selection for Gaussian model-based clustering in R
2018 Scrucca, L.; Raftery, A. E.
On some extensions to GA package: Hybrid optimisation, parallelisation and islands evolution
2017 Scrucca, L.
Identifying connected components in Gaussian finite mixture models for clustering
2016 Scrucca, L.
Mclust 5: Clustering, classification and density estimation using Gaussian finite mixture models
2016 Scrucca, L.; Fop, M.; Murphy, T. B.; Raftery, A. E.
Improved initialisation of model-based clustering using Gaussian hierarchical partitions
2015 Scrucca, L.; Raftery, A. E.
Graphical tools for model-based mixture discriminant analysis
2014 Scrucca, L.
Dimension reduction for model-based clustering via mixtures of multivariate t-distributions
2013 Morris, K.; Mcnicholas, P. D.; Scrucca, L.
GA: A package for genetic algorithms in R
2013 Scrucca, L.
Model-based SIR for dimension reduction
2011 Scrucca, L.
Dimension reduction for model-based clustering
2010 Scrucca, L.