A Fuzzy System Classification Approach for QSAR Modeling of α- Amylase and α-Glucosidase Inhibitors

Introduction This report proposes the application of a new Machine Learning algorithm called Fuzzy Unordered Rules Induction Algorithm (FURIA)-C in the classification of drug-like compounds with antidiabetic inhibitory ability toward the main two pharmacological targets: α-amylase and α-glucosidase....

• 1. Verfasser: Diéguez Santana, Karel (author)
• Weitere Verfasser: Puris, Amilkar (author), Rivera Borroto, Oscar M (author), Casanola Martin, Gerardo M (author), Rasulev, Bakhtiyor (author), González Díaz, Humberto (author)
• Format: article
• Veröffentlicht: 2022
• Schlagworte: Anti-diabetic agents; FURIA-C; LDA; QSAR; Induction rule; Machine learning techniques
• Online Zugang: https://doi.org/10.2174/1573409918666220929124820; http://repositorio.ikiam.edu.ec/jspui/handle/RD_IKIAM/637