TY  - JOUR 
AU  - Maillo Hidalgo, Jesús
AU  - Ramírez-Gallego, Sergio
AU  - Triguero, Isaac
AU  - Herrera Triguero, Francisco
PY  - 2017
UR  - http://hdl.handle.net/10481/64867
AB  - The k-Nearest Neighbors classifier is a simple yet effective widely renowned method in data mining. The actual application of this model in the big data domain is not feasible due to time and memory restrictions. Several distributed alternatives based...
LA  - eng
PB  - Elsevier
KW  - K-nearest neighbors
KW  - Big Data
KW  - Apache Hadoop
KW  - Apache spark
KW  - MapReduce
TI  - kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors Classifier for Big Data
DO  - 10.1016/j.knosys.2016.06.012
ER  -