TY - GEN AU - Fernández Hilario, Alberto Luis AU - García López, Salvador AU - Herrera Triguero, Francisco AU - Chawla, Nitesh V. PY - 2018 SN - 1076-9757 SN - 1943-5037 UR - http://hdl.handle.net/10481/56411 AB - The Synthetic Minority Oversampling Technique (SMOTE) preprocessing algorithm is considered \de facto" standard in the framework of learning from imbalanced data. This is due to its simplicity in the design of the procedure, as well as its... LA - eng PB - AI Access Foundation TI - SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary ER -