OOIR: Observatory of International Research

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 2020-09-01 to 2024-09-01.)

Article	Citations
A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C	45
Is there a role for statistics in artificial intelligence?	31
Minimum adjusted Rand index for two clusterings of a given size	21
An empirical comparison and characterisation of nine popular clustering methods	13
PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning	12
Editable machine learning models? A rule-based framework for user studies of explainability	11
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood	11
Notes on the H-measure of classifier performance	10
Robust optimal classification trees under noisy labels	8
Multivariate cluster weighted models using skewed distributions	8
Assessing similarities between spatial point patterns with a Siamese neural network discriminant model	8
Robust logistic zero-sum regression for microbiome compositional data	8
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification	8