Publicaciones (11) Publicaciones de JESÚS MAILLO HIDALGO

2020

  1. Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data

    IEEE Transactions on Fuzzy Systems, Vol. 28, Núm. 5, pp. 874-886

  2. Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data

    IEEE Access, Vol. 8, pp. 87918-87928

2019

  1. A first approach on big data missing values imputation

    IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security

  2. Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 2

2018

  1. A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification

    IEEE International Conference on Fuzzy Systems

  2. Un enfoque aproximado para acelerar el algoritmo de clasificación Fuzzy kNN para Big Data

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. Exact fuzzy k-nearest neighbor classification for big datasets

    IEEE International Conference on Fuzzy Systems

  2. kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data

    Knowledge-Based Systems, Vol. 117, pp. 3-15

2016

  1. Evolutionary undersampling for extremely imbalanced big data classification under apache spark

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

  2. From Big Data to Smart Data with the K-Nearest Neighbours Algorithm

    Proceedings - 2016 IEEE International Conference on Internet of Things; IEEE Green Computing and Communications; IEEE Cyber, Physical, and Social Computing; IEEE Smart Data, iThings-GreenCom-CPSCom-Smart Data 2016

2015

  1. A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification

    Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015