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Gaseb N. Alotibi

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Open access Jul 2026

A Sign-Symmetric Reformulation of the Hassanat Distance for Data with Negative Feature Values

The Sign-Symmetric Hassanat Distance (SHasD), a single branch-free formula D(a,b)=|a−b|/(1+max(|a|,|b|)) that is invariant under the reflection x↦−x, coincides exactly with HasD on non-negative data, and removes the conditional shift entirely.

Mohammad Saad Alaydaa, Gaseb N. Alotibi, Ahmad S. Tarawneh et al. · Symmetry · 0 citations