Jesús Maillo

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 10

Top Topics

Nearest Neighbour

Knn Classification

Top Venues

iThings/GreenCom/CPSCom/SmartData

WIREs Data Mining Knowl. Discov.

IEEE Trans. Fuzzy Syst.

Publications

Jesús Maillo, Salvador García, Julián Luengo, Francisco Herrera, Isaac Triguero
Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data. IEEE Trans. Fuzzy Syst. 28 (5) (2020)
Jesús Maillo, Isaac Triguero, Francisco Herrera
Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data. IEEE Access 8 (2020)
Besay Montesdeoca, Julián Luengo, Jesús Maillo, Diego García-Gil, Salvador García, Francisco Herrera
A First Approach on Big Data Missing Values Imputation. IoTBDS (2019)
Isaac Triguero, Diego García-Gil, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera
Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data. WIREs Data Mining Knowl. Discov. 9 (2) (2019)
Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera, Isaac Triguero
A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification. FUZZ-IEEE (2018)
Jesús Maillo, Sergio Ramírez-Gallego, Isaac Triguero, Francisco Herrera
kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data. Knowl. Based Syst. 117 (2017)
Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera, Isaac Triguero
Exact fuzzy k-nearest neighbor classification for big datasets. FUZZ-IEEE (2017)
Isaac Triguero, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera
From Big Data to Smart Data with the K-Nearest Neighbours Algorithm. iThings/GreenCom/CPSCom/SmartData (2016)
Isaac Triguero, Mikel Galar, D. Merino, Jesús Maillo, Humberto Bustince, Francisco Herrera
Evolutionary undersampling for extremely imbalanced big data classification under apache spark. CEC (2016)
Jesús Maillo, Isaac Triguero, Francisco Herrera
A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification. TrustCom/BigDataSE/ISPA (2) (2015)