Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
- J. Alcalá-Fdez, A. Fernández, J. Luengo, J. Derrac, S. García
- Computer Science
- J. Multiple Valued Log. Soft Comput.
- 2011
TLDR
Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study
- A. Fernández, S. García, J. Luengo, Ester Bernadó-Mansilla, Francisco Herrera
- Computer Science
- IEEE Transactions on Evolutionary Computation
- 1 December 2010
TLDR
Big data preprocessing: methods and prospects
- S. García, S. Ramírez-Gallego, J. Luengo, J. Benítez, F. Herrera
- Computer Science
- 1 November 2016
TLDR
Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation
- A. Gómez-Ríos, S. Tabik, J. Luengo, A. S. M. Shihavuddin, B. Krawczyk, Francisco Herrera
- Computer Science
- Expert Syst. Appl.
- 27 March 2018
TLDR
Enabling Smart Data: Noise filtering in Big Data classification
- D. García-Gil, J. Luengo, S. García, Francisco Herrera
- Computer Science
- Inf. Sci.
- 6 April 2017
TLDR
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
- S. Tabik, A. Gómez-Ríos, +10 authors F. Herrera
- Computer Science, Medicine
- IEEE Journal of Biomedical and Health Informatics
- 2 June 2020
TLDR
DILS: Constrained clustering through dual iterative local search
- Germán González-Almagro, J. Luengo, J. Cano, S. García
- Computer Science
- Comput. Oper. Res.
- 1 September 2020
TLDR
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, Jesús Maillo, J. Luengo, S. García, Francisco Herrera
- Computer Science
- Wiley Interdiscip. Rev. Data Min. Knowl. Discov.
- 1 March 2019
TLDR
A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost
- A. Gómez-Ríos, J. Luengo, Francisco Herrera
- Computer Science
- HAIS
- 21 June 2017
TLDR
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool
- A. Fernández, J. Luengo, J. Derrac, J. Alcalá-Fdez, Francisco Herrera
- Computer Science
- IDEAL
- 23 September 2009
TLDR