TY  - GEN 
AU  - Triguero, Isaac
AU  - García Gil, Diego Jesús
AU  - Maillo, Jesús
AU  - Luengo Martín, Julián
AU  - García López, Salvador
AU  - Herrera Triguero, Francisco
PY  - 2018
UR  - https://hdl.handle.net/10481/99393
AB  - The k-nearest neighbors algorithm is characterized as a simple yet effective data mining technique. The main drawback of this technique appears when massive amounts of data—likely to contain noise and imperfections—are involved, turning this algorithm...
LA  - eng
PB  - Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
KW  - big data
KW  - data preprocessing
KW  - instance reduction
KW  - K nearest neighbours
KW  - imperfect data
KW  - smart data
KW  - instance reduction
KW  - spark
TI  - Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data
DO  - https://doi.org/10.1002/widm.1289
ER  -