Jesús Maillo Hidalgo
Jesús Maillo Hidalgo
Ph.D. Department of Computer Science and Artificial Intelligence, University of Granada
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kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data
J Maillo, S Ramírez, I Triguero, F Herrera
Knowledge-Based Systems 117, 3-15, 2017
1772017
A mapreduce-based k-nearest neighbor approach for big data classification
J Maillo, I Triguero, F Herrera
2015 IEEE Trustcom/BigDataSE/ISPA 2, 167-172, 2015
662015
Evolutionary undersampling for extremely imbalanced big data classification under apache spark
I Triguero, M Galar, D Merino, J Maillo, H Bustince, F Herrera
2016 IEEE Congress on Evolutionary Computation (CEC), 640-647, 2016
412016
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data
I Triguero, D García‐Gil, J Maillo, J Luengo, S García, F Herrera
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (2 …, 2019
262019
Exact fuzzy k-nearest neighbor classification for big datasets
J Maillo, J Luengo, S García, F Herrera, I Triguero
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
182017
From big data to smart data with the k-nearest neighbours algorithm
I Triguero, J Maillo, J Luengo, S García, F Herrera
2016 IEEE International Conference on Internet of Things (iThings) and IEEE …, 2016
102016
Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data
J Maillo, S García, J Luengo, F Herrera, I Triguero
IEEE Transactions on Fuzzy Systems 28 (5), 874-886, 2019
52019
A preliminary study on hybrid spill-tree fuzzy k-nearest neighbors for big data classification
J Maillo, J Luengo, S García, F Herrera, I Triguero
2018 IEEE international conference on fuzzy systems (fuzz-IEEE), 1-8, 2018
52018
Un enfoque MapReduce del algoritmo k-vecinos más cercanos para Big Data
J Maillo, I Triguero, F Herrera
1er Workshop en Big Data y Análisis de Datos Escalable (BigDADE I), Albacete …, 2015
3*2015
Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data
J Maillo, I Triguero, F Herrera
IEEE Access 8, 87918-87928, 2020
22020
A First Approach on Big Data Missing Values Imputation
B Montesdeoca, J Luengo, J Maillo, D García-Gil, S García, F Herrera
4th International Conference on Internet of Things, Big Data and Security. 2 …, 2019
12019
Fast k-nearest neighbors for Big Data and Smart Data
J Maillo
University of Granada, 2020
2020
Un enfoque aproximado para acelerar el algoritmo de clasificacion Fuzzy kNN para Big Data
J Maillo, J Luengo, S Garcıa, F Herrera, I Triguero
II Workshop en Big Data y Análisis de Datos Escalable (BigDADE 2018 …, 2018
2018
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