Articles with public access mandates - Julián Luengo MartínLearn more
Not available anywhere: 6
From big to smart data: Iterative ensemble filter for noise filtering in big data classification
D García‐Gil, F Luque‐Sánchez, J Luengo, S García, F Herrera
International Journal of Intelligent Systems 34 (12), 3260-3274, 2019
Mandates: Government of Spain
A preliminary study on missing data imputation in evolutionary fuzzy systems of subgroup discovery
CJ Carmona, J Luengo, P González, MJ del Jesus
2012 IEEE International Conference on Fuzzy Systems, 1-7, 2012
Mandates: Government of Spain
The influence of noise on the evolutionary fuzzy systems for subgroup discovery
J Luengo, AM García-Vico, MD Pérez-Godoy, CJ Carmona
Soft Computing 20, 4313-4330, 2016
Mandates: Government of Spain
Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses
I Aguilera-Martos, J Luengo, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 39-48, 2023
Mandates: Government of Spain
Optimizing LIME Explanations Using REVEL Metrics
I Sevillano-Garcia, J Luengo, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 304-313, 2023
Mandates: Government of Spain
An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets
JA Sáez, M Galar, J Luengo, F Herrera
Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS …, 2013
Mandates: Government of Spain
Available somewhere: 51
Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
J Derrac, S Garcia, L Sanchez, F Herrera
J. Mult. Valued Logic Soft Comput 17, 255-287, 2015
Mandates: Government of Spain
Big data preprocessing: methods and prospects
S García, S Ramírez-Gallego, J Luengo, JM Benítez, F Herrera
Big data analytics 1, 1-22, 2016
Mandates: Government of Spain
A survey of discretization techniques: Taxonomy and empirical analysis in supervised learning
S Garcia, J Luengo, JA Sáez, V Lopez, F Herrera
IEEE transactions on Knowledge and Data Engineering 25 (4), 734-750, 2012
Mandates: Government of Spain
SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering
JA Sáez, J Luengo, J Stefanowski, F Herrera
Information Sciences 291, 184-203, 2015
Mandates: Government of Spain
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on chest X-ray images
S Tabik, A Gómez-Ríos, JL Martín-Rodríguez, I Sevillano-García, ...
IEEE journal of biomedical and health informatics 24 (12), 3595-3605, 2020
Mandates: European Commission, Government of Spain
On the choice of the best imputation methods for missing values considering three groups of classification methods
J Luengo, S García, F Herrera
Knowledge and information systems 32, 77-108, 2012
Mandates: Government of Spain
KEEL 3.0: an open source software for multi-stage analysis in data mining
I Triguero, S González, JM Moyano, S García, J Alcalá-Fdez, J Luengo, ...
International Journal of Computational Intelligence Systems 10 (1), 1238-1249, 2017
Mandates: Government of Spain
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
Mandates: Government of Spain
Addressing data complexity for imbalanced data sets: analysis of SMOTE-based oversampling and evolutionary undersampling
J Luengo, A Fernández, S García, F Herrera
Soft Computing 15, 1909-1936, 2011
Mandates: Government of Spain
Enabling smart data: noise filtering in big data classification
D García-Gil, J Luengo, S García, F Herrera
Information Sciences 479, 135-152, 2019
Mandates: Government of Spain
Analyzing the presence of noise in multi-class problems: alleviating its influence with the one-vs-one decomposition
JA Sáez, M Galar, J Luengo, F Herrera
Knowledge and information systems 38, 179-206, 2014
Mandates: Government of Spain
Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation
A Gómez-Ríos, S Tabik, J Luengo, ASM Shihavuddin, B Krawczyk, ...
Expert Systems with Applications 118, 315-328, 2019
Mandates: Government of Spain
Tackling the problem of classification with noisy data using multiple classifier systems: Analysis of the performance and robustness
JA Sáez, M Galar, J Luengo, F Herrera
Information Sciences 247, 1-20, 2013
Mandates: Government of Spain
Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification
JA Sáez, J Luengo, F Herrera
Pattern Recognition 46 (1), 355-364, 2013
Mandates: Government of Spain
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