Michael Fop

mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

Luca Scrucca, Michael Fop, Thomas Brendan Murphy · The R Journal · 2016 · 3K citations · Full text

Computing, Biostatistics, Data Science +17

Variable selection methods for model-based clustering

Michael Fop, Thomas Brendan Murphy · Statistics Surveys · 2018 · 123 citations · Full text

Computing, Data Science, Data Analytics +14

Variable selection for latent class analysis with application to low back pain diagnosis

Michael Fop, Keith M. Smart, Thomas Brendan Murphy · The Annals of Applied Statistics · 2017 · 68 citations · Full text

Public Health, Biostatistics, Categorical Data Analysis +16

Model-based clustering with sparse covariance matrices

Michael Fop, Thomas Brendan Murphy, Luca Scrucca · Statistics and Computing · 2018 · 49 citations · Full text

Computing, Computer Science, Data Science +12

Model-based clustering for multidimensional social networks

Silvia D’Angelo, Marco Alfò, Michael Fop · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2023 · 13 citations · Full text

Social Sciences, Organizational Behavior, Group Dynamics +14