Mostrando 10 resultados de: 30
Publisher
Molecular Diversity(3)
Bioorganic and Medicinal Chemistry(2)
Journal of Chemical Information and Modeling(2)
Molecular Informatics(2)
SAR and QSAR in Environmental Research(2)
Área temáticas
Química física(5)
Farmacología y terapéutica(4)
Medicina y salud(4)
Funcionamiento de bibliotecas y archivos(3)
Ingeniería y operaciones afines(3)
Comparison of combinatorial clustering methods on pharmacological data sets represented by machine learning-selected real molecular descriptors
ArticleAbstract: Cluster algorithms play an important role in diversity related tasks of modern chemoinformatics, witPalabras claves:Autores:García-De La Vega J.M., Grau-Ábalo R.d.C., Rivera-Borroto O.M., Yovani Marrero-PonceFuentes:googlescopusComparison of novelproximity models in Chemoinformatics
ArticleAbstract: This work comprises the computational implementation in the Java environment of 21 proximity modelsPalabras claves:Machine-learning descriptor selection, Medicinal chemistry data set, Proximity model, Similarity searchingAutores:Del Corazón Grau Ábalo R., Díaz Y.H., García-De La Vega J.M., Rivera-Borroto O.M., Yovani Marrero-PonceFuentes:scopusComputational discovery of novel trypanosomicidal drug-like chemicals by using bond-based non-stochastic and stochastic quadratic maps and linear discriminant analysis
ArticleAbstract: Herein we present results of a quantitative structure-activity relationship (QSAR) studies to classiPalabras claves:Bond-based quadratic indices, Cytotoxicity, LDA-assisted QSAR model, ToMoCoMD-CARDD software, Trypanosomicidal, Virtual ScreeningAutores:Bello A., Garit J., Gómez-Barrio A., Kouznetsov V.V., Montero A., Pérez-Giménez F., Rolón M.S., Torrens F., Torres D., Vega M.C., Yovani Marrero-PonceFuentes:googlescopusAnalysis of proteasome inhibition pbkp_rediction using atom-based quadratic indices enhanced by machine learning classification techniques
ArticleAbstract: In this work the use of 2D atom-based quadratic indices is shown in the pbkp_rediction of proteasomePalabras claves:Atom-based quadratic index, Classification and regression model, Machine learning, Proteasome inhibition, QSAR, ToMoCoMD-CARDD softwareAutores:Abad C., Garit J., Gerardo M. Casañola-Martin, Pérez-Giménez F., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusA linear discrimination analysis based virtual screening of trichomonacidal lead-like compounds: Outcomes of in silico studies supported by experimental results
ArticleAbstract: A computational (virtual) screening test to identify potential trichomonacidals has been developed.Palabras claves:Atom-based quadratic indices, Cytotoxic properties, LDA-based model, ToMoCoMD-CARDD software, TrichomonacidalAutores:Arán V.J., García-Sánchez R.N., García-Trevijano J.A.E., Machado-Tugores Y., Martínez-Fernández A.R., Meneses-Marcel A., Montero-Torres A., Nogal-Ruiz J.J., Ochoa C., Pereira D.M., Yovani Marrero-PonceFuentes:googlescopusExploring the QSAR’s pbkp_redictive truthfulness of the novel N-tuple discrete derivative indices on benchmark datasets
ArticleAbstract: Graph derivative indices (GDIs) have recently been defined over N-atoms (N = 2, 3 and 4) simultaneouPalabras claves:CARDD suite, DIVATI module, feature selection, free and open source software, genetic algorithm, Friedman test for multiple comparisons, graph derivative indices, Keysfinder framework, Molecular descriptors, multiple linear regression, QSAR model, TOMOCOMD systemAutores:Hurtado E., Orozco-Ugarriza M.E., Oscar Martínez Santiago, Ramos Y., Rivera-Borroto O.M., Treto-Suarez M.A., Vergara-Murillo F., Vivas-Reyes R., Yoan Martínez López, Yovani Marrero-PonceFuentes:scopusEmerging Computational Approaches for Antimicrobial Peptide Discovery
ReviewAbstract: In the last two decades many reports have addressed the application of artificial intelligence (AI)Palabras claves:Amps, Artificial Intelligence, complex networks, Evolutionary algorithms, Machine learning, Molecular descriptors, proteogenomicsAutores:Agüero-Chapin G., Antunes A., Domínguez-Pérez D., Galpert-Cañizares D., Pérez-Machado G., Teijeira M., Yovani Marrero-PonceFuentes:googlescopusEnsemble Models Based on QuBiLS-MAS Features and Shallow Learning for the Pbkp_rediction of Drug-Induced Liver Toxicity: Improving Deep Learning and Traditional Approaches
ArticleAbstract: Drug-induced liver injury (DILI) is a key safety issue in the drug discovery pipeline and a regulatoPalabras claves:Autores:César R. García-Jacas, Jose R. Mora, Suarez Causado A., 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:scopusENTROPÍA DE SHANNON, MUTUA, CONDICIONAL Y UNIÓN BASADA EN LOS ÍNDICES DE INFORMACIÓN. GENERALIZACIÓN DE ÍNDICES GLOBALES DEFINIDOS POR LAS INVARIANTES DE VÉRTICES LOCALES
OtherAbstract: Se propone un nuevo enfoque matemático para la definición de descriptores moleculares (DMs) basado ePalabras claves:Autores:Yovani Marrero-PonceFuentes:google