Listar Artículo en revista de investigación por autor "Martínez-Peláez, Rafael"
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Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off
García, Vicente; Mena, Luis; Felix, Vanessa; Ostos, Rodolfo; Martínez-Peláez, Rafael; Ochoa-Brust, Alberto; Velarde-Alvarado, Pablo (2024-11-14)Machine learning for financial risk prediction has garnered substantial interest in recent decades. However, the class imbalance problem and the dilemma of accuracy gain by loss interpretability have yet to be widely ... -
Risk Score Based on Critical Factors Associated with COVID-19
García, Vicente; Martínez-Peláez, Rafael; Ayala Herrera, José Luís; Rivera Enrique, Solange Ivette; Sánchez Ruíz, Abraham; Córdova Albore, Liliana Carolina (2020-11-21)The rapid spread of COVID-19 among Mexican population has had a great impact on the rates of infected people and the daily confirmed deaths by the new coronavirus. As a consequence, the public and private sector response ...