TY - JOUR AU - Peralta, Daniel AU - Río García, Sara del AU - Ramírez-Gallego, Sergio AU - Triguero, Isaac AU - Benítez Sánchez, José Manuel AU - Herrera Triguero, Francisco PY - 2015 SN - 1024-123X SN - 1563-5147 UR - http://hdl.handle.net/10481/39134 AB - Nowadays, many disciplines have to deal with big datasets that additionally involve a high number of features. Feature selection methods aim at eliminating noisy, redundant, or irrelevant features that may deteriorate the classification performance.... LA - eng PB - Hindawi Publishing Corporation KW - Algorithm KW - Datasets KW - Classification KW - Instance selection TI - Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach DO - 10.1155/2015/246139 ER -