“Local and 2-Local $\frac{1}{2}$-Derivations on Filiform-Type Associative Algebras”. Uzbek Mathematical Journal, vol. 70, no. 3, Oct. 2026, pp. 230-43, https://doi.org/10.29229/uzmj.2026-3-23.