Advances in Data Analysis and Classification

Papers
(The H4-Index of Advances in Data Analysis and Classification is 12. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Model-based clustering using a new multivariate skew distribution76
An enhanced version of the SSA-HJ-biplot for time series with complex structure25
Robust regression for interval-valued data based on midpoints and log-ranges20
Multivariate count time series segmentation with “sums and shares” and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub20
A link function specification test in the single functional index model17
QDA classification of high-dimensional data with rare and weak signals15
Considerations for robust ICA: a discussion of the PICARD framework15
Application of distance standard deviation in functional data analysis15
Applications of dual regularized Laplacian matrix for community detection14
Regularized sparse optimal discriminant clustering14
Joint quantile regression for multinomial outcomes14
Special issue on “New methodologies in clustering and classification for complex and/or big data”13
Nonparametric regression and classification with functional, categorical, and mixed covariates12
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