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; R; SMOTE; SPEA2; WEKA; LIBSVM; Scikit; FURIA; JCLEC; MOEA/D; SMOTEBoost; PRMLT; Genocop; ADASYN; LMNN; XGBoost; GWO; ABC Cited in: 94 Documents 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 all top 5 Cited by 244 Authors 6 Bustince, Humberto 6 Herrera, Francisco 5 Sanz, José Antonio 4 Fernández, Alberto 3 Barrenechea, Edurne 3 Couso, Inés 3 Dimuro, Graçaliz Pereira 3 García, David 3 Gonzalez Muñoz, Antonio 3 Sánchez, Luciano 2 Alanazi, Fadhah Amer 2 Bedregal, Benjamín René Callejas 2 Blanquero, Rafael 2 Cai, Zhihua 2 Carrizosa, Emilio 2 Chakraborty, Saptarshi 2 Das, Swagatam 2 Galar, Mikel 2 Gámez, Juan Carlos 2 Garcia, Salvador G. 2 Gomez, Daniel 2 Lasota, Tadeusz 2 Li, Guoquan 2 Lin, Qiuzhen 2 Mesiar, Radko 2 Paternain, Daniel 2 Pedrycz, Witold 2 Ramírez-Cobo, Pepa 2 Rodríguez, J. Tinguaro 2 Sussner, Peter 2 Trawiński, Bogdan 2 Wang, Zhe 2 Yang, Linxi 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 Bäck, Thomas H. W. 1 Bellinger, Colin 1 Benítez-Peña, Sandra 1 Benítez, José Manuel 1 Bielza, Concha 1 Boström, Henrik 1 Calderón, María 1 Camacho-Nieto, Oscar 1 Cano, Jose Ramón 1 Cao, Chenjie 1 Casillas, Jorge 1 Castellano, Javier G. 1 Ceyhan, Elvan 1 Chang, Wenjun 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 Dai, Guangming 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 Ghiringhelli, Luca M. 1 Gong, Wenyin 1 González-Almagro, Germán ...and 144 more Authors all top 5 Cited in 43 Serials 19 Information Sciences 6 Fuzzy Sets and Systems 6 International Journal of Approximate Reasoning 6 Machine Learning 5 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 Annals of Operations Research 2 International Journal of Applied Mathematics and Computer Science 2 Advances in Data Analysis and Classification. 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