Departamento de Informática y Análisis Numérico: Envíos recientes
Mostrando ítems 1-5 de 248
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Aplicación de flujos de trabajo científicos en dominios con procesamiento intensivo de datos
(Universidad de Córdoba, UCOPress, 2024)En la actualidad estamos inmersos en un entorno de continua generación de datos provenientes de diversas fuentes, como dispositivos IoT, redes sociales, transacciones comerciales y más. Esta explosión de datos ha dado lugar ... -
Cooperative coevolutionary instance selection for multilabel problems
(Elsevier, 2021)Multilabel classification as a data mining task has recently attracted greater research interest. Many current data mining applications address problems having instances that belong to more than one class, which requires ... -
Effective Feature Selection Method for Class-Imbalance Datasets Applied to Chemical Toxicity Prediction
(American Chemical Society, 2021)During the drug development process, it is common to carry out toxicity tests and adverse effect studies, which are essential to guarantee patient safety and the success of the research. The use of in silico quantitative ... -
Democratization of advanced models for data science
(Universidad de Córdoba, UCOPress, 2024)En las últimas décadas, la mayoría de las empresas y organizaciones han generado y almacenado enormes cantidades de datos procedentes de diversas fuentes como transacciones financieras, interacciones con clientes, registros ... -
Graph-Based Feature Selection Approach for Molecular Activity Prediction
(American Chemical Society, 2022)In the construction of QSAR models for the prediction of molecular activity, feature selection is a common task aimed at improving the results and understanding of the problem. The selection of features allows elimination ...