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Manuel Jesús Fernández-Gómez, Gualberto Asencio-Cortés, Alicia Troncoso and Francisco Martínez-Álvarez
This work presents a novel methodology to predict large magnitude earthquakes with horizon of prediction of five days. For the first time, imbalanced classification techniques are applied in this field by attempting to deal with the infrequent occurrence...
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Francisco Javier Duque-Pintor, Manuel Jesús Fernández-Gómez, Alicia Troncoso and Francisco Martínez-Álvarez
The occurrence of outliers in real-world phenomena is quite usual. If these anomalous data are not properly treated, unreliable models can be generated. Many approaches in the literature are focused on a posteriori detection of outliers. However, a new m...
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