Advances in Data Analysis and Classification

Papers
(The H4-Index of Advances in Data Analysis and Classification is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Is there a role for statistics in artificial intelligence?36
Minimum adjusted Rand index for two clusterings of a given size21
An empirical comparison and characterisation of nine popular clustering methods14
PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning12
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood11
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification8
Robust logistic zero-sum regression for microbiome compositional data8
Assessing similarities between spatial point patterns with a Siamese neural network discriminant model8
Robust optimal classification trees under noisy labels8
Basis expansion approaches for functional analysis of variance with repeated measures8
Multivariate cluster weighted models using skewed distributions8
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