TY - JOUR AU - Arnaiz González, Álvar AU - Diez Pastor, José Francisco AU - Rodríguez Diez, Juan José AU - García Osorio, César PY - 2016 SN - 0950-7051 UR - http://hdl.handle.net/10259/4221 AB - Over recent decades, database sizes have grown considerably. Larger sizes present new challenges, because machine learning algorithms are not prepared to process such large volumes of information. Instance selection methods can alleviate this problem... LA - eng PB - Elsevier KW - Nearest neighbor KW - Data reduction KW - Instance selection KW - Hashing KW - Big data KW - Informática KW - Computer science TI - Instance selection of linear complexity for big data DO - 10.1016/j.knosys.2016.05.056 ER -