INGENIERIA CIVIL
Departamento
Salvador
García López
Publicacións nas que colabora con Salvador García López (24)
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
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Tutorial on practical tips of the most influential data preprocessing algorithms in data mining
Knowledge-Based Systems, Vol. 98, pp. 1-29
2015
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A data mining software package including data preparation and reduction: Keel
Intelligent Systems Reference Library, Vol. 72, pp. 285-313
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Data Preprocessing in Data Mining
Intelligent Systems Reference Library, Vol. 72
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Data preparation basic models
Intelligent Systems Reference Library, Vol. 72, pp. 39-57
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Data reduction
Intelligent Systems Reference Library, Vol. 72, pp. 147-162
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Data sets and proper statistical analysis of data mining techniques
Intelligent Systems Reference Library, Vol. 72, pp. 19-38
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Dealing with missing values
Intelligent Systems Reference Library, Vol. 72, pp. 59-105
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Dealing with noisy data
Intelligent Systems Reference Library, Vol. 72, pp. 107-145
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Discretization
Intelligent Systems Reference Library, Vol. 72, pp. 245-283
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Feature selection
Intelligent Systems Reference Library, Vol. 72, pp. 163-193
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Instance selection
Intelligent Systems Reference Library, Vol. 72, pp. 195-243
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Introduction
Intelligent Systems Reference Library, Vol. 72, pp. 1-17
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Preface
Intelligent Systems Reference Library
2014
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Addressing imbalanced classification with instance generation techniques: IPADE-ID
Neurocomputing, Vol. 126, pp. 15-28
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Applying subgroup discovery based on evolutionary fuzzy systems for web usage mining in e-commerce: A case study on OrOlivesur.com
Advances in Intelligent Systems and Computing
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On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification
Neurocomputing, Vol. 132, pp. 30-41
2013
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A survey of discretization techniques: Taxonomy and empirical analysis in supervised learning
IEEE Transactions on Knowledge and Data Engineering, Vol. 25, Núm. 4, pp. 734-750
2012
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A preliminary study onselecting the optimal cut points in discretization by evolutionary algorithms
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods
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On the choice of the best imputation methods for missing values considering three groups of classification methods
Knowledge and Information Systems, Vol. 32, Núm. 1, pp. 77-108