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2020 – today
- 2020
[j4]Jesús Maillo
, Isaac Triguero, Francisco Herrera:
Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data. IEEE Access 8: 87918-87928 (2020)- [j3]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): 874-886 (2020)
2010 – 2019
- 2019
- [j2]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) - [c6]Besay Montesdeoca, Julián Luengo, Jesús Maillo, Diego García-Gil, Salvador García, Francisco Herrera:
A First Approach on Big Data Missing Values Imputation. IoTBDS 2019: 315-323 - 2018
- [c5]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: 1-8 - 2017
- [j1]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: 3-15 (2017) - [c4]Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera, Isaac Triguero:
Exact fuzzy k-nearest neighbor classification for big datasets. FUZZ-IEEE 2017: 1-6 - 2016
- [c3]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: 640-647 - [c2]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: 859-864 - 2015
- [c1]Jesús Maillo, Isaac Triguero, Francisco Herrera:
A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification. TrustCom/BigDataSE/ISPA (2) 2015: 167-172
Coauthor Index
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