Browsing by Author "Iturbe Urretxa, Mikel"

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Generalized SMOTE: A universal generation oversampling technique for all data types in imbalanced learning

Cernuda, Carlos; Reguera-Bakhache, Daniel; Aguirre, Aitor; Iturbe Urretxa, Mikel; Garitano, Iñaki; Zurutuza, Urko (CAEPIA, 2021)

A common problem that arises when facing classification tasks is the class imbalance problem, which happens when one or more classes are heavily underrepresented compared to the rest, being usually those minority classes ...
Software-Defined Networking Approaches for Intrusion Response in Industrial Control Systems

Etxezarreta, Xabier (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2024)

Since the introduction of the first Programmable Logic Controllers (PLCs) in the 1960s, Industrial Control Systems (ICSs) have evolved vastly. From the primitive isolated setups, ICSs have progressively become more ...