output
19982026
most citedClustering and Community Detection in Directed Networks: A Survey

599 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024 · stat.MEShow all

4 papers · 2 filters

stat.ME2024

Bayesian Cluster Weighted Gaussian Models

Panagiotis Papastamoulis, Konstantinos Perrakis

We introduce a novel class of Bayesian mixtures for normal linear regression models which incorporates a further Gaussian random component for the distribution of the predictor var…

stat.ME2024★ 1 cited

Directional data analysis using the spherical Cauchy and the Poisson kernel-based distribution

Michail Tsagris, Panagiotis Papastamoulis, Shogo Kato

In 2020, two novel distributions for the analysis of directional data were introduced: the spherical Cauchy distribution and the Poisson kernel-based distribution. This paper provi…

stat.ME2024★ 7 cited

A Model-Based Approach to Shot Charts Estimation in Basketball

Luca Scrucca, Dimitris Karlis

Shot charts in basketball analytics provide an indispensable tool for evaluating players' shooting performance by visually representing the distribution of field goal attempts acro…

stat.ME2024

Multinomial mixture for spatial data

Anna Nalpantidi, Dimitris Karlis, Panagiotis Papastamoulis

The purpose of this paper is to extend standard finite mixture models in the context of multinomial mixtures for spatial data, in order to cluster geographical units according to d…