JULIÁN
LUENGO MARTÍN
CATEDRÁTICO DE UNIVERSIDAD
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University of Nottingham
Nottingham, Reino UnidoPublicaciones en colaboración con investigadores/as de University of Nottingham (8)
2020
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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
2019
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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
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A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification
IEEE International Conference on Fuzzy Systems
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A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification
2018 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)
2017
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Exact Fuzzy k-Nearest Neighbor Classification for Big Datasets
2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)
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Exact fuzzy k-nearest neighbor classification for big datasets
IEEE International Conference on Fuzzy Systems
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KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining
International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 1238-1249
2016
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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