Advances in Data Analysis and Classification

Papers
(The H4-Index of Advances in Data Analysis and Classification is 10. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
A link function specification test in the single functional index model60
Model-based clustering using a new multivariate skew distribution24
An enhanced version of the SSA-HJ-biplot for time series with complex structure19
Robust regression for interval-valued data based on midpoints and log-ranges19
Multivariate count time series segmentation with “sums and shares” and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub15
Application of distance standard deviation in functional data analysis14
Applications of dual regularized Laplacian matrix for community detection13
On mathematical optimization for clustering categories in contingency tables13
QDA classification of high-dimensional data with rare and weak signals11
Special issue on “New methodologies in clustering and classification for complex and/or big data”11
Nonparametric regression and classification with functional, categorical, and mixed covariates10
Statistical jump model for mixed-type data with missing data imputation10
Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks10
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