Tutorial on practical tips of the most influential data preprocessing algorithms in data mining

By Salvador Garcia, Julián Luengo, Francisco Herrera. 2016

299 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Information Systems

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Francisco Herrera
2. Salvador Garcia
3. M. J. Jesús
4. Francisco Charte
5. David Charte
6. Alberto Fernández
7. Enrique Herrera-Viedma
8. Julián Luengo

In Information Systems

1. Salvador Garcia
2. Francisco Herrera
3. M. J. Jesús
4. Francisco Charte

Citations in the corpus

• A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines (2018, background): “Feature selection is overall an essential strategy in the data preprocessing [27, 22] phase.”