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KEEL

swMATH ID: 6791
Software Authors: Alcalá-Fdez, J.; Sánchez, L.; García, S.; del Jesus, M.J.; Ventura, S.; Garrell, J.M.; Otero, J.; Romero, C.; Bacardit, J.; Rivas, V.M.; Fernández, J.C.; Herrera, F.
Description: KEEL: a software tool to assess evolutionary algorithms for data mining problems. This paper introduces a software tool named KEEL which is a software tool to assess evolutionary algorithms for Data Mining problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning algorithms based on different approaches: Pittsburgh, Michigan and IRL, as well as the integration of evolutionary learning techniques with different pre-processing techniques, allowing it to perform a complete analysis of any learning model in comparison to existing software tools. Moreover, KEEL has been designed with a double goal: research and educational.
Homepage: http://www.keel.es/
Keywords: Keywords: Computer-based education; Data mining; Evolutionary computation; Experimental design; Graphical programming; Java; Knowledge extraction; Machine learning
Related Software: JStatCom; UCI-ml; C4.5; SMOTE; R; SPEA2; WEKA; LIBSVM; JCLEC; FURIA; MOEA/D; SMOTEBoost; PRMLT; Scikit; Genocop; ADASYN; LMNN; ABC; ElemStatLearn; MWMOTE
Cited in: 88 Publications

Standard Articles

1 Publication describing the Software Year
KEEL: a software tool to assess evolutionary algorithms for data mining problems
Alcalá-Fdez, J.; Sánchez, L.; García, S.; del Jesus, M. J.; Ventura, S.; Garrell, J. M.; Otero, J.; Romero, C.; Bacardit, J.; Rivas, V. M.; Fernández, J. C.; Herrera, F.
2009
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Cited by 229 Authors

6 Bustince, Humberto
6 Herrera, Francisco
5 Sanz, José Antonio
3 Barrenechea, Edurne
3 Couso, Inés
3 Dimuro, Graçaliz Pereira
3 Fernández, Alberto
3 García, David
3 Gonzalez Muñoz, Antonio
3 Sánchez, Luciano
2 Alanazi, Fadhah Amer
2 Bedregal, Benjamín René Callejas
2 Cai, Zhihua
2 Chakraborty, Saptarshi
2 Das, Swagatam
2 Galar, Mikel
2 Gámez, Juan Carlos
2 Garcia, Salvador G.
2 Gong, Wenyin
2 Lasota, Tadeusz
2 Lin, Qiuzhen
2 Mesiar, Radko
2 Paternain, Daniel
2 Pedrycz, Witold
2 Sussner, Peter
2 Trawiński, Bogdan
2 Wang, Zhe
1 Ab Aziz, Nor Azlina
1 Abdul Aziz, Nor Hidayati
1 Abellán, Joaquín
1 Alcalá-Fdez, Jesús
1 Alcalá, Rafael
1 Alshomrani, Saleh
1 Aminian, Ehsan
1 Ananthakumar, Usha
1 Antonelli, Michela
1 Arauzo, Antonio
1 Aydemir, Salih Berkan
1 Aznarte, José Luis
1 Baatar, Davaatseren
1 Bellinger, Colin
1 Benítez-Peña, Sandra
1 Benítez, José Manuel
1 Bielza, Concha
1 Blanquero, Rafael
1 Boström, Henrik
1 Calderón, María
1 Camacho-Nieto, Oscar
1 Cano, Jose Ramón
1 Cao, Chenjie
1 Carrizosa, Emilio
1 Casillas, Jorge
1 Castellano, Javier G.
1 Ceyhan, Elvan
1 Chaudhuri, Arindam
1 Chen, Jianyong
1 Chen, Minrong
1 Chen, Xu
1 Chen, Zhi
1 Cheng, Jiujun
1 Cui, Laizhong
1 da Cruz Asmus, Tiago
1 De Baets, Bernard
1 De Miguel, Laura
1 Devaraj, D.
1 Díaz, Irene
1 Drosou, Krystallenia
1 Du, Bo
1 Du, Wenli
1 Duan, Jiang
1 Dubnov, Yury A.
1 Ducange, Pietro
1 Düzenli, Timur
1 Eftekhari, Mahdi
1 Elkano, Mikel
1 Esmi, Estevão Laureano
1 Evangelidis, Georgios D.
1 Fan, Qi
1 Feng, Yun
1 Fernández Fernández, Francisco Javier
1 Ferri, Francesc J.
1 Figueiras-Vidal, Aníbal Ramón
1 Flores, M. Julia
1 Gama, João
1 Gámez, José Antonio
1 Gao, Daqi
1 Gao, Shangce
1 Gao, Weifeng
1 Gao, Xiaoli
1 Geng, Xiaojiao
1 Gomez, Daniel
1 González-Almagro, Germán
1 Gorecki, Tomasz T.
1 Han, Qinglong
1 Hashemzadeh, Mahdi
1 Hoos, Holger H.
1 Huang, Keke
1 Hühn, Jens Christian
1 Hullermeier, Eyke
1 Ibrahim, Zuwairie
...and 129 more Authors
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Cited in 41 Serials

19 Information Sciences
6 Fuzzy Sets and Systems
6 International Journal of Approximate Reasoning
6 Machine Learning
3 Data Mining and Knowledge Discovery
3 Journal of Applied Statistics
3 Algorithms
2 Journal of Computer and System Sciences
2 Statistics & Probability Letters
2 Neural Networks
2 International Journal of Applied Mathematics and Computer Science
2 Advances in Data Analysis and Classification. ADAC
1 Artificial Intelligence
1 Computer Methods in Applied Mechanics and Engineering
1 Chaos, Solitons and Fractals
1 Applied Mathematics and Computation
1 International Journal of Mathematics and Mathematical Sciences
1 Journal of Computational and Applied Mathematics
1 Mathematics and Computers in Simulation
1 Journal of Classification
1 Econometric Reviews
1 Computers & Operations Research
1 Annals of Operations Research
1 Automation and Remote Control
1 Pattern Recognition
1 Foundations of Computing and Decision Sciences
1 Annals of Mathematics and Artificial Intelligence
1 Complexity
1 Soft Computing
1 Discrete Dynamics in Nature and Society
1 Journal of Discrete Mathematical Sciences & Cryptography
1 Journal of Applied Mathematics
1 Journal of Machine Learning Research (JMLR)
1 Sādhanā
1 International Journal of Computational Intelligence and Applications
1 Mathematical Biosciences and Engineering
1 International Journal of Hybrid Intelligent Systems
1 Advances in Fuzzy Systems
1 Journal of Probability and Statistics
1 Axioms
1 SN Operations Research Forum

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