Luca Scrucca

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
A model-based approach to shot charts estimation in basketball.
Comput. Stat.
Luca Scrucca, Dimitris Karlis
2025 J jnl
An algorithm aiming at unimodal density-based clustering using Gaussian mixture models.
Stat. Comput.
Daniele Tancini, Luca Scrucca, Francesco Bartolucci
2024 J jnl
Entropy-Based Volatility Analysis of Financial Log-Returns Using Gaussian Mixture Models.
Entropy
Luca Scrucca
2023 J jnl
Entropy-Based Anomaly Detection for Gaussian Mixture Modeling.
Algorithms
Luca Scrucca
2023 J jnl
Mixture-based estimation of entropy.
Comput. Stat. Data Anal.
Stéphane Robin, Luca Scrucca
2023 J jnl
On the Influence of Data Imbalance on Supervised Gaussian Mixture Models.
Algorithms
Luca Scrucca
2021 J jnl
A fast and efficient Modal EM algorithm for Gaussian mixtures.
Stat. Anal. Data Min.
Luca Scrucca
2021 J jnl
Better than the best? Answers via model ensemble in density-based clustering.
Adv. Data Anal. Classif.
Alessandro Casa, Luca Scrucca, Giovanna Menardi
2020 J jnl
Handling missing data in model-based clustering.
CoRR
Alessio Serafini, Thomas Brendan Murphy, Luca Scrucca
2019 J jnl
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap.
Comput. Stat.
Adrian O'Hagan, Thomas Brendan Murphy, Luca Scrucca, Isobel Claire Gormley
2019 J jnl
Model-based clustering with sparse covariance matrices.
Stat. Comput.
Michael Fop, Thomas Brendan Murphy, Luca Scrucca
2019 J jnl
Projection pursuit based on Gaussian mixtures and evolutionary algorithms.
CoRR
Luca Scrucca, Alessio Serafini
2017 J jnl
On Some Extensions to GA Package: Hybrid Optimisation, Parallelisation and Islands EvolutionOn some extensions to GA package: hybrid optimisation, parallelisation and islands evolution.
R J.
Luca Scrucca
2016 J jnl
Identifying connected components in Gaussian finite mixture models for clustering.
Comput. Stat. Data Anal.
Luca Scrucca
2016 J jnl
mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models.
R J.
Luca Scrucca, Michael Fop, Thomas Brendan Murphy, Adrian E. Raftery
2015 J jnl
Improved initialisation of model-based clustering using Gaussian hierarchical partitions.
Adv. Data Anal. Classif.
Luca Scrucca, Adrian E. Raftery
2014 J jnl
Graphical tools for model-based mixture discriminant analysis.
Adv. Data Anal. Classif.
Luca Scrucca
2013 J jnl
Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions.
Adv. Data Anal. Classif.
Katherine Morris, Paul D. McNicholas, Luca Scrucca
2011 J jnl
Model-based SIR for dimension reduction.
Comput. Stat. Data Anal.
Luca Scrucca
2010 J jnl
Dimension reduction for model-based clustering.
Stat. Comput.
Luca Scrucca
2007 J jnl
Class prediction and gene selection for DNA microarrays using regularized sliced inverse regression.
Comput. Stat. Data Anal.
Luca Scrucca