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Information Sciences 621, 227–247

Theoretical derivation of interval principal component analysis · 2022 · DOI 10.1016/j.ins.2022.11.093

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Explainable Outlier Detection for Interval-valued Data

stat.ME · 2026-06-24 · unverdicted · novelty 6.0

Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.

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  • Explainable Outlier Detection for Interval-valued Data stat.ME · 2026-06-24 · unverdicted · none · ref 12

    Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.