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Antityrosinase and Antimelanogenic Effects of Structurally Modified Kojic Acid Derivatives with Piperidine Side Chains

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In this study, eight QSAR models were constructed to develop novel compounds as tyrosinase inhibitors. The decision tables, Bagging, and Random Committee methods showed the best predictive abilities (q2 ≥ 0.5) among the models. Based on these models, twelve n... ...