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Classical music pbkp_rediction and composition by means of variational autoencoders
ArticleAbstract: This paper proposes a new model for music pbkp_rediction based on Variational Autoencoders (VAEs). IPalabras claves:deep learning, Music composition, Variational autoencodersAutores:Ezquerra N., Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusAutomated early detection of drops in commercial egg production using neural networks
ArticleAbstract: 1. The purpose of this work was to support decision-making in poultry farms by performing automaticPalabras claves:Farming systems, Laying hens, Machine learning, modelling, production dropsAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusA multi-objective approach for anti-osteosarcoma cancer agents discovery through drug repurposing
ArticleAbstract: Osteosarcoma is the most common type of primary malignant bone tumor. Although nowadays 5-year surviPalabras claves:Drug repositioning, Machine learning, Multi-objective model, Osteosarcoma, Virtual ScreeningAutores:Alejandro Cabrera-Andrade, Andrés López-Cortés, Eduardo Tejera, Gabriela Fernanda Jaramillo-Koupermann, González‐díaz H., Munteanu C.R., Sierra A.P., Yunierkis Perez-CastilloFuentes:scopusDetection of bovine mastitis in raw milk, using a low-cost nir spectrometer and k-nn algorithm
ArticleAbstract: Among the bovine diseases, mastitis causes high economic losses in the dairy production system. NowaPalabras claves:CALIFORNIA MASTITIS TEST, Dairy, Health monitoring, Machine learning, Near infrared reflected spectraAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Jhonny E. Pérez, Lenin Aguilar, Rivero D., Sierra A.P.Fuentes:scopusDetermination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques
ArticleAbstract: Currently, consumers are more concerned about freshness and quality of food. Poultry egg storage timPalabras claves:Chemometrics, Freshness, Neural networks, Non-destructive, poultryAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Julian Coronel-Reyes, Rivero D., Sierra A.P.Fuentes:googlescopusCarbon nanotubes’ effect on mitochondrial oxygen flux dynamics: Polarography experimental study and machine learning models using star graph trace invariants of raman spectra
ArticleAbstract: This study presents the impact of carbon nanotubes (CNTs) on mitochondrial oxygen mass flux (Jm) undPalabras claves:carbon nanotubes, Cytotoxicity, Graph Theory, Mitochondria oxygen mass flux, Raman spectroscopy, Spectral momentsAutores:Barreiro Sorrivas J.M., Gerardo M. Casañola-Martin, González-Durruthy M., González‐díaz H., Maojo V., Monserrat J.M., Munteanu C.R., Paraíso-Medina S., Rasulev B., Sierra A.P.Fuentes:scopusGene prioritization through consensus strategy, enrichment methodologies analysis, and networking for osteosarcoma pathogenesis
ArticleAbstract: Osteosarcoma is the most common subtype of primary bone cancer, affecting mostly adolescents. In recPalabras claves:Communality analysis, early recognition, Gene prioritization, Osteosarcoma, pathogenesisAutores:Alejandro Cabrera-Andrade, Andrés López-Cortés, Cesar Paz-y-Miño, Eduardo Tejera, Gabriela Fernanda Jaramillo-Koupermann, González‐díaz H., Munteanu C.R., Sierra A.P., Yunierkis Perez-CastilloFuentes:scopusGene prioritization, communality analysis, networking and metabolic integrated pathway to better understand breast cancer pathogenesis
ArticleAbstract: Consensus strategy was proved to be highly efficient in the recognition of gene-disease association.Palabras claves:Autores:Alejandro Cabrera-Andrade, Andrés López-Cortés, Cesar Paz-y-Miño, Eduardo Tejera, González‐díaz H., Munteanu C.R., Sierra A.P., Stephen Jones Barigye, Yunierkis Perez-CastilloFuentes:googlescopusEarly warning in egg production curves from commercial hens: A SVM approach
ArticleAbstract: Artificial Intelligence allows the improvement of our daily life, for instance, speech and handwrittPalabras claves:Drop in egg production, Early warning, Machine learning, Poultry management, SUPPORT VECTOR MACHINESAutores:Fernández-Blanco E., Ivan Ramirez-Morales, Rivero D., Sierra A.P.Fuentes:googlescopusNet-Net Auto Machine Learning (AutoML) Pbkp_rediction 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:scopus