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IMMAN: 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:scopusElucidating the aryl hydrocarbon receptor antagonism from a chemical-structural perspective
ArticleAbstract: The aryl hydrocarbon receptor (AhR) plays an important role in several biological processes such asPalabras claves:AhR antagonist, CALUX, linear discriminant analysis, POP, QSAR, toxicophoreAutores:Doan T.Q., Giner R.M., Gozalbes R., Jorge E.G., Muller M., Scippo M.L., Stephen Jones BarigyeFuentes:scopusExploring MIA-QSARs' for antimalarial quinolon-4(1H)-imines
ArticleAbstract: A series of quinolon-4(1H)-imines have been recently discovered as antimalarials, targeting both thePalabras claves:MALARIA, multiple linear regression, Multivariate image analysis, PLS-DA, QSAR, Quinolon-4(1H)-iminesAutores:Duarte M.H., Freitas M.P., Stephen Jones BarigyeFuentes:scopusExploring MIA-QSPR's for the modeling of biomagnification factors of aromatic organochlorine pollutants
ArticleAbstract: Biomagnification of organic pollutants in food webs has been usually associated to hydrophobicity anPalabras claves:Biomagnification, MIA-QSPR, MLR, Organochlorine pollutants, ValidationAutores:da Mota E.G., Duarte M.H., Freitas M.P., Ramalho T., 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:scopusExtended GT-STAF information indices based on Markov approximation models
ArticleAbstract: A series of novel information theory-based molecular parameters derived from the insight of a molecuPalabras claves:Autores:Alfonso-Reguera V., Pérez-Giménez F., Stephen Jones Barigye, Yovani Marrero-PonceFuentes:scopusExtending graph (discrete) derivative descriptors to N-tuple atom-relations
ArticleAbstract: In the present manuscript, an extension of the previously defined Graph Derivative Indices (GDIs) isPalabras claves:Autores:Cabrera R.M., De León J.O.G., Martínez L.M.A., Pérez-Giménez F., Santiago O.M., Stephen Jones Barigye, Torrens F., Yoan Martínez López, Yovani Marrero-PonceFuentes:scopusEvent-based criteria in GT-STAF information indices: Theory, exploratory diversity analysis and QSPR applications
ArticleAbstract: Versatile event-based approaches for the definition of novel information theory-based indices (IFIs)Palabras claves:CLÚSTER ANALYSIS, conditional and joint entropy, Event, GT-STAF, magnitude criterion, QSPR, Shannon's, mutual, ToMoCoMD-CARDDAutores:Domenech R.G., Gálvez J., Santiago O.M., Stephen Jones Barigye, Torrens F., Yoan Martínez López, Yovani Marrero-PonceFuentes:scopusEvolutionary algorithm-based generation of optimum peptide sequences with dengue virus inhibitory activity
ArticleAbstract: Background: There is currently no effective dengue virus (DENV) therapeutic. We aim to develop a genPalabras claves:Dengue Virus, Genetic Algorithm, MM-GBSA, peptide-protein docking, PeptidesAutores:García-De La Vega J.M., Garit J., Stephen Jones Barigye, Yunierkis Perez-CastilloFuentes:scopusExamining the predictive accuracy of the novel 3D N-linear algebraic molecular codifications on benchmark datasets
ArticleAbstract: Background: Recently, novel 3D alignment-free molecular descriptors (also known as QuBiLS-MIDAS) basPalabras claves:3D-QSAR, multiple linear regression, QuBiLS-MIDAS, ToMoCoMD-CARDDAutores:César R. García-Jacas, Ernesto Contreras-Torres, Lisset Cabrera-Leyva, Pupo-Meriño M., Stephen Jones Barigye, Yovani Marrero-PonceFuentes:scopus