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; NSGA-II; LIBSVM; Scikit; SPEA2; FURIA; MOEA/D; ADASYN; WEKA; XGBoost; PRMLT; Genocop; SMOTEBoost; JCLEC; LMNN; ElemStatLearn Cited in: 135 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 361 Authors 10 Bustince Sola, Humberto 7 Herrera, Francisco 5 Sanz, José Antonio 4 Fernández, Alberto 4 Galar, Mikel 4 Paternain, Daniel 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 Bi, Wenhao 2 Blanquero, Rafael 2 Cai, Zhihua 2 Carrizosa, Emilio 2 Chakraborty, Saptarshi 2 Das, Swagatam 2 Demirarslan, Mert 2 Feng, Yun 2 Gámez, Juan Carlos 2 Gao, Fei 2 Gao, Weifeng 2 Garcia, Salvador G. 2 Gómez, Daniel Armando 2 Gong, Wenyin 2 Ji, Jingyu 2 Jiang, Liangxiao 2 Kluska, Jacek 2 Lasota, Tadeusz 2 Li, Chaoqun 2 Li, Guoquan 2 Li, Hanxiong 2 Li, Yangxue 2 Lin, Qiuzhen 2 Mesiar, Radko 2 Morente-Molinera, Juan Antonio 2 Pedrycz, Witold 2 Ramírez-Cobo, Pepa 2 Rodríguez, J. Tinguaro 2 Simiński, Krzysztof 2 Suner, Aslı 2 Sussner, Peter 2 Trawiński, Bogdan 2 Uriz, Mikel 2 Wang, Bing-Chuan 2 Wong, Man Leung 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 Amaldi, Edoardo 1 Amaral, Renan P. Finotti 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 Baydogan, Mustafa Gokce 1 Bellinger, Colin 1 Benítez-Peña, Sandra 1 Benítez, José Manuel 1 Bielza, Concha 1 Borah, Parashjyoti 1 Boström, Henrik 1 Cabrerizo, Francisco Javier 1 Calderano, Pedro H. S. 1 Calderón, María 1 Camacho-Nieto, Oscar 1 Cano, Jose Ramón 1 Cao, Chenjie 1 Carrasco-Ochoa, Jesús Ariel 1 Casillas, Jorge 1 Castellano, Javier G. 1 Ceyhan, Elvan 1 Chang, Wenjun 1 Chaudhuri, Arindam 1 Chen, Argon 1 Chen, Chun Lung Philip 1 Chen, Jianyong 1 Chen, Long 1 Chen, Minrong 1 Chen, Xingchi 1 Chen, Xu 1 Chen, Zhi 1 Cheng, Jiujun 1 Consolo, Antonio 1 Cooper, Martin C. 1 Cortés, Manuel S. Lazo 1 Cui, Laizhong 1 Czmil, Anna 1 Czmil, Sylwester ...and 261 more Authors all top 5 Cited in 50 Serials 41 Information Sciences 9 Fuzzy Sets and Systems 9 International Journal of Approximate Reasoning 6 Machine Learning 6 Data Mining and Knowledge Discovery 3 Journal of Applied Statistics 3 International Journal of Applied Mathematics and Computer Science 3 Algorithms 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Computer and System Sciences 2 Statistics & Probability Letters 2 Computers & Operations Research 2 Neural Networks 2 Annals of Operations Research 2 Communications in Statistics. Simulation and Computation 2 Advances in Data Analysis and Classification. 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Central European Journal of Operations Research 1 Journal of Applied Mathematics 1 Journal of Machine Learning Research (JMLR) 1 Sādhanā 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Fuzzy Optimization and Decision Making 1 International Journal of Computational Intelligence and Applications 1 Journal of Industrial and Management Optimization 1 International Journal of Hybrid Intelligent Systems 1 Journal of the Korean Statistical Society 1 Advances in Fuzzy Systems 1 Journal of Computational and Graphical Statistics 1 Journal of Probability and Statistics 1 Axioms 1 SN Operations Research Forum all top 5 Cited in 12 Fields 86 Computer science (68-XX) 66 Statistics (62-XX) 31 Operations research, mathematical programming (90-XX) 8 Numerical analysis (65-XX) 5 Systems theory; control (93-XX) 4 Measure and integration (28-XX) 2 Mathematical logic and foundations (03-XX) 2 Biology and other natural sciences (92-XX) 1 Combinatorics (05-XX) 1 Probability theory and stochastic processes (60-XX) 1 Mechanics of deformable solids (74-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year