@misc{10481/63912,
year = {2015},
month = {5},
url = {http://hdl.handle.net/10481/63912},
abstract = {The big data term is used to describe the exponential data growth that has recently occurred and represents
an immense challenge for traditional learning techniques. To deal with big data classification problems
we propose the Chi-FRBCS-BigData algorithm, a linguistic fuzzy rule-based classification system that
uses the MapReduce framework to learn and fuse rule bases. It has been developed in two versions with
different fusion processes. An experimental study is carried out and the results obtained show that the
proposal is able to handle these problems providing competitive results},
organization = {Spanish Government

TIN2011-28488},
organization = {Andalusian Research Plans 	
P12-TIC-2958
P11-TIC-7765
P10-TIC-6858},
publisher = {ATLANTIS PRESS},
keywords = {Fuzzy rule based classification systems},
keywords = {Big data},
keywords = {MapReduce},
keywords = {Hadoop},
keywords = {Rules fusion},
title = {A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules},
doi = {10.1080/18756891.2015.1017377},
author = {Río García, Sara del and López, Victoria and Benítez Sánchez, José Manuel and Herrera Triguero, Francisco},
}