research
∙
04/15/2023
Gini-stable Lorenz curves and their relation to the generalised Pareto distribution
We study an iterative discrete information production process (IPP) wher...
share
research
∙
04/15/2023
Equivalence of inequality indices: Three dimensions of impact revisited
Inequality is an inherent part of our lives: we see it in the distributi...
research
∙
03/21/2023
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering
Community detection is a critical challenge in the analysis of real-worl...
research
∙
03/10/2023
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions
Agglomerative hierarchical clustering based on Ordered Weighted Averagin...
research
∙
03/10/2023
Clustering with minimum spanning trees: How good can it be?
Minimum spanning trees (MSTs) provide a convenient representation of dat...
research
∙
12/29/2022
Deep R Programming
Deep R Programming is a comprehensive course on one of the most popular ...
research
∙
11/09/2022
Minimalist Data Wrangling with Python
Minimalist Data Wrangling with Python is envisaged as a student's first ...
research
∙
09/20/2022
A Framework for Benchmarking Clustering Algorithms
The evaluation of clustering algorithms can be performed by running them...
research
∙
09/13/2022
Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm
The time needed to apply a hierarchical clustering algorithm is most oft...
research
∙
09/07/2022
Adjusted Asymmetric Accuracy: A Well-Behaving External Cluster Validity Measure
There is no, nor will there ever be, single best clustering algorithm, b...
research
∙
08/02/2022
Data Fusion: Theory, Methods, and Applications
A proper fusion of complex data is of interest to many researchers in di...
research
∙
08/02/2022