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scopus(11)
2D-Discrete Fourier Transform: Generalization of the MIA-QSAR strategy in molecular modeling
ArticleAbstract: Adequate alignment of chemical structure images with respect to the basic scaffold in a series of chPalabras claves:2D-Discrete Fourier Transform, Magnitude spectrum, MIA-QSAR, multivariate imageAutores:Freitas M.P., Stephen Jones BarigyeFuentes:scopusCellular estimation Gaussian algorithm for continuous domain
ArticleAbstract: Optimization algorithms are important in problems of pattern recognition and artificial intelligencePalabras claves:Cellular EDA, GAUSSIAN networks, Learning, Probabilistic graph modelAutores:Quintana J.M., Rodríguez-González A.Y., Stephen Jones Barigye, Yoan Martínez LópezFuentes:scopusDerivatives in discrete mathematics: a novel graph-theoretical invariant for generating new 2/3D molecular descriptors. I. Theory and QSPR application.
ArticleAbstract: In this report, we present a new mathematical approach for describing chemical structures of organicPalabras claves:Autores:López Y.M., Santiago O.M., Stephen Jones Barigye, Torrens F., Yovani Marrero-PonceFuentes:scopusGenerative Adversarial Networks (GANs) Based Synthetic Sampling for Pbkp_redictive Modeling
ArticleAbstract: In the present report we evaluate the possible utility of the Generative Adversarial Networks (GANs)Palabras claves:Data Sparsity, Dengue Virus, Generative Adversarial Network, Machine learning, β-Secretase 1Autores:García-De La Vega J.M., Stephen Jones Barigye, Yunierkis Perez-CastilloFuentes: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: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: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:scopusMIA-plot: A graphical tool for viewing descriptor contributions in MIA-QSAR
ArticleAbstract: A major challenge faced with the MIA-QSAR (Multivariate Image Analysis applied to Quantitative StrucPalabras claves:Autores:Duarte M.H., Freitas M.P., Nunes C., Stephen Jones BarigyeFuentes: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:scopus