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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:scopusColoured chemical image-based models for the prediction of soil sorption of herbicides
ArticleAbstract: Herbicides with high soil sorption profiles constitute important organic pollutants leading to detriPalabras claves:Autores:Freitas M.P., Freitas M.R., Stephen Jones BarigyeFuentes:scopusComputational modelling of the antischistosomal activity for neolignan derivatives based on the MIA-SAR approach
ArticleAbstract: Theoretical models for exploring the antischistosomal activity of a dataset of 18 synthetic neolignaPalabras claves:HCA, MIA-SAR, PCa, PLS-DA, Schistosoma mansoniAutores:da Mota E.G., Duarte M.H., Freitas M.P., Stephen Jones BarigyeFuentes: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: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: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:scopusIn silico antibacterial activity modeling based on the TOMOCOMD-CARDD approach
ArticleAbstract: In the recent times, the race to cope with the increasing multidrug resistance of pathogenic bacteriPalabras claves:Antibacterial activity, Atom-based bilinear index, linear discriminant analysis, QSAR, ToMoCoMD-CARDD software, Virtual ScreeningAutores:Acevedo-Barrios R., Arán V.J., García-Bernal M., García-De La Vega J.M., García-Domenech R., Garit J., Medina-Marrero R., Pérez-Giménez F., Stephen Jones Barigye, Torrens F., Yovani Marrero-PonceFuentes:scopusIs molecular alignment an indispensable requirement in the MIA-QSAR method?
ArticleAbstract: For a decade, the multivariate image analysis applied to quantitative structure-activity relationshiPalabras claves:2D-Discrete Fourier Transform, MCF-7 cells, multivariate image, Multivariate image analysis, quantitative structure activity relationshipAutores:Freitas M.P., Stephen Jones BarigyeFuentes:scopusQuBiLs-MAS method in early drug discovery and rational drug identification of antifungal agents
ArticleAbstract: The QuBiLs-MAS approach is used for the in silico modelling of the antifungal activity of organic moPalabras claves:Atom-based quadratic indices, linear discriminant analysis, QSAR model, QuBiLs-MAS software, virtual screening, antifungal agentAutores:Acevedo-Barrios R., Echeverría-Díaz Y., García-Bernal M., Gerardo M. Casañola-Martin, Medina-Marrero R., Pérez-Giménez F., Stephen Jones Barigye, Torrens F., Yovani Marrero-PonceFuentes:scopusMulti-server approach for high-throughput molecular descriptors calculation based on multi-linear algebraic maps
ArticleAbstract: The present report introduces a novel module of the QuBiLS-MIDAS software for the distributed computPalabras claves:3D N-linear algebraic descriptors, Distributed computing system, Multi-server architecture, Platform of distributed tasks, QuBiLS-MIDAS, T-arenal, ToMoCoMD-CARDDAutores:Acevedo-Martinez L., Aguilera-Mendoza L., Avdeenko T., César R. García-Jacas, González-Pérez R., Stephen Jones Barigye, Yovani Marrero-PonceFuentes:scopus