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Complex networks and machine learning: From molecular to social sciences
OtherAbstract: Combining complex networks analysis methods with machine learning (ML) algorithms have become a veryPalabras claves:Biological networks, Clustering, complex networks, Connectome, Ensemble classification, Machine learning, Neural networks, Social and economic networks, Supervised and unsupervised learning, SUPPORT VECTOR MACHINES, Systems biology, TIME SERIESAutores:Duardo-Sanchez A., Fletcher T., González‐díaz H., Maykel Cruz-Monteagudo, Quesada D.Fuentes:scopusCell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity prediction
ArticleAbstract: The prediction of cell-lines sensitivity to a given set of compounds is a very important factor in tPalabras claves:Autores:Aminael Sánchez-Rodríguez, Eduardo Tejera, Iván Carrera Izurieta, Karina Beatríz Jimenes-Vargas, Maykel Cruz-Monteagudo, Vinicio Danilo Armijos-Jaramillo, Yunierkis Perez-CastilloFuentes:googlescopusEfficient and biologically relevant consensus strategy for Parkinson's disease gene prioritization
ArticleAbstract: Background: The systemic information enclosed in microarray data encodes relevant clues to overcomePalabras claves:Co-expression networks, Consensus strategy, early recognition, Gene prioritization, Parkinson's DiseaseAutores:A. Sanchez Rodriguez, Aminael Sánchez-Rodríguez, Borges F., Cesar Paz-y-Miño, Eduardo Tejera, Maykel Cruz-Monteagudo, Morales-Helguera A., Natalia Dias Soeiro Cordeiro M., Rebelo I., Y. Perez Castillo, Yunierkis Perez-CastilloFuentes:googlerraaescopusPredicting multiple drugs side effects with a general drug-target interaction thermodynamic Markov model
ArticleAbstract: Most of present molecular descriptors just consider the molecular structure. In the present articlePalabras claves:Drugs side effects, Markov Model, ThermodynamicsAutores:González‐díaz H., Maykel Cruz-Monteagudo, Molina R., Tenorio E., Uriarte E.Fuentes:scopusNet-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems
ArticleAbstract: Biological Ecosystem Networks (BENs) are webs of biological species (nodes) establishing trophic relPalabras claves:Autores:Barreiro E., González‐díaz H., Maykel Cruz-Monteagudo, Munteanu C.R., Sierra A.P.Fuentes:scopusNew experimental and computational tools for drug discovery: Medicinal chemistry, molecular docking, and machine learning - Part-VI
OtherAbstract:Palabras claves:Autores:González‐díaz H., Maykel Cruz-MonteagudoFuentes:scopus