Advances in Data Analysis and Classification

Papers
(The H4-Index of Advances in Data Analysis and Classification is 9. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C41
Is there a role for statistics in artificial intelligence?26
Robust archetypoids for anomaly detection in big functional data15
Minimum adjusted Rand index for two clusterings of a given size12
Kappa coefficients for dichotomous-nominal classifications10
Notes on the H-measure of classifier performance10
An empirical comparison and characterisation of nine popular clustering methods10
The GNG neural network in analyzing consumer behaviour patterns: empirical research on a purchasing behaviour processes realized by the elderly consumers10
Gaussian mixture modeling and model-based clustering under measurement inconsistency9
PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning9
Semiparametric mixtures of regressions with single-index for model based clustering9
Editable machine learning models? A rule-based framework for user studies of explainability9
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