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Computational strategies for the discovery of biological functions of health foods, nutraceuticals and cosmeceuticals: a review
ArticleAbstract: Scientific and consumer interest in healthy foods (also known as functional foods), nutraceuticals aPalabras claves:Cosmeceuticals, docking, Health foods, Machine learning, molecular dynamics, Nutraceuticals, QSARAutores:Carpio L.E., Gozalbes R., Sanz Y., Stephen Jones BarigyeFuentes:scopusExploring proteasome inhibition using atomic weighted vector indices and machine learning approaches
ArticleAbstract: Ubiquitin–proteasome system (UPS) is a highly regulated mechanism of intracellular protein degradatiPalabras claves:AWV, deep learning, Descriptor, GA, ML, UpsAutores:Garit J., Gerardo M. Casañola-Martin, Oscar Martínez Santiago, Rasulev B., Rodríguez-González A.Y., Stephen Jones Barigye, Yoan Martínez LópezFuentes:scopusIMMAN: free software for information theory-based chemometric analysis
ArticleAbstract: Abstract: The features and theoretical background of a new and free computational program for chemomPalabras claves:chemometric analysis, classification, Computational program, feature selection, IMMAN, Information-theoretic functionAutores:César R. García-Jacas, Pérez-Giménez F., Stephen Jones Barigye, Urias R.W.P., Valdés-Martiní J.R., Yovani Marrero-PonceFuentes:scopusTrends in information theory-based chemical structure codification
ReviewAbstract: This report offers a chronological review of the most relevant applications of information theory inPalabras claves:Chemical structure, Conditional and joint entropies, Information indices, information theory, Mutual, Shannon's entropy, Statistical patternAutores:Bonchev D., Pérez-Giménez F., Stephen Jones Barigye, Yovani Marrero-PonceFuentes:scopusWhen global and local molecular descriptors are more than the sum of its parts: Simple, But Not Simpler?
ArticleAbstract: Abstract: In this report, we introduce a set of aggregation operators (AOs) to calculate global andPalabras claves:aggregation operator, Atom weight vector, MD-LOVIs software, molecular descriptor, No free lunch theorem, PCa, QSP(A)R, Shannon entropyAutores:César H. Zambrano, Enrique Terán, Fernando Javier Torres, Oscar Martínez Santiago, Stephen Jones Barigye, Yoan Martínez López, Yovani Marrero-PonceFuentes:googlescopus