Keel (software)

KEEL

KEEL SOFTWARE TOOL - Open Source - V2010-05-06
Developer(s) University of Granada under the Spanish National Project
Stable release 1.0. (Reference manual),2.0. (User Manual), 2010-05-06 (stable) / ((release date
Operating system Cross-platform
Type Machine Learning
License Copyright 2004-2010, KEEL (Knowledge Extraction based on Evolutionary Learning) in its beginning; GNU GPL v3 since 2010-07-13[1]
Website http://sci2s.ugr.es/keel/index.php

KEEL (Knowledge Extraction based on Evolutionary Learning) is a suite of machine learning software tools, developed under the Spanish National Project TIC2002-04036-C05, TIN2005-08386-C05 and TIN2008-06681-C06.

Contents

Description

KEEL is designed for solving data mining problems and assessing evolutionary algorithms. It has a collection of libraries for preprocessing and post-processing techniques for data manipulating, soft-computing methods in knowledge of extracting and learning, and providing scientific and research methods[2].

The implemented programs are applied in wide research and educational goals such as evolutionary fuzzy rule learning, Mamdani rule tuning, genetic artificial neural networks and Learning Classifier Systems [3].

See also

References

  1. ^ http://sci2s.ugr.es/keel/download.php#sub1
  2. ^ http://www.keel.es
  3. ^ KEEL description paper: J. Alcalá-Fdez, L. Sánchez, S. García, M.J. del Jesus, S. Ventura, J.M. Garrell, J. Otero, C. Romero, J. Bacardit, V.M. Rivas, J.C. Fernández, F. Herrera. KEEL: A Software Tool to Assess Evolutionary Algorithms to Data Mining Problems. Soft Computing 13:3 (2009) 307-318

External links