WEKA swMATH ID: 6435 Software Authors: Bouckaert, Remco R.; Frank, Eibe; Hall, Mark A.; Holmes, Geoffrey; Pfahringer, Bernhard; Reutemann, Peter; Witten, Ian H. Description: WEKA: Waikato Environment for Knowledge Analysis. WEKA is a popular machine learning workbench with a development life of nearly two decades. This article provides an overview of the factors that we believe to be important to its success. Rather than focussing on the software’s functionality, we review aspects of project management and historical development decisions that likely had an impact on the uptake of the project. Homepage: http://www.cs.waikato.ac.nz/ml/weka/ Programming Languages: Java Operating Systems: Linux/Gnome, MacOS Keywords: machine learning software; open source software Related Software: UCI-ml; C4.5; LIBSVM; R; PRMLT; Scikit; ElemStatLearn; LIBLINEAR; KEEL; SATzilla; caret; Matlab; MULAN; JStatCom; AdaBoost.MH; mlr; GitHub; OpenML; SMOTE; RWeka Cited in: 220 Publications Further Publications: http://www.cs.waikato.ac.nz/ml/publications.html Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year WEKA – experiences with a Java open-source project. Zbl 1242.68001Bouckaert, Remco R.; Frank, Eibe; Hall, Mark A.; Holmes, Geoffrey; Pfahringer, Bernhard; Reutemann, Peter; Witten, Ian H. 2010 all top 5 Cited by 615 Authors 5 Pfahringer, Bernhard 5 Vanschoren, Joaquin 4 Holmes, Geoffrey 3 Bazan, Jan G. 3 Bischl, Bernd 3 Cheng, Weiwei 3 Gao, Can 3 Hullermeier, Eyke 3 Jia, Xiuyi 3 Kotthoff, Lars 3 Li, Tianrui 3 Ma, Xiao 3 van Rijn, Jan N. 3 Yu, Hong 3 Zhou, Jie 2 Amadini, Roberto 2 Andonie, Răzvan 2 Bagnall, Anthony J. 2 Beetz, Michael 2 Bielza, Concha 2 Bonates, Tibérius O. 2 Brunetti, Sara 2 Casalicchio, Giuseppe 2 Chen, Hongmei 2 de Campos, Cassio Polpo 2 Dembczyński, Krzysztof 2 Dorado, Julian 2 Du, Wensheng 2 Dzemyda, Gintautas 2 Fernandez-Lozano, Carlos 2 Fürnkranz, Johannes 2 Gabbrielli, Maurizio 2 Gámez, José Antonio 2 Granata, Ilaria 2 Guarracino, Mario Rosario 2 Heras, Jónathan 2 Hornik, Kurt 2 Hu, Baoqing 2 Hu, Qinghua 2 Kanavos, Andreas 2 Kangas, Kustaa 2 Kasimbeyli, Refail 2 Kerschke, Pascal 2 Koivisto, Mikko 2 Komendantskaya, Ekaterina 2 Kurasova, Olga 2 Lang, Michel 2 Larrañaga, Pedro 2 Li, Weiwei 2 Lindauer, Marius 2 Lines, Jason 2 Livieris, Ioannis E. 2 Maddalena, Lucia 2 Manipur, Ichcha 2 Martínez, Ana M. 2 Mauro, Jacopo 2 Medvedev, Viktor 2 Munteanu, Cristian Robert 2 Ozturk, Gurkan 2 Pardalos, Panos M. 2 Park, Sang-Hyeun 2 Pintelas, Panagiotis E. 2 Read, Jesse 2 Reutemann, Peter 2 Rokach, Lior 2 Rusch, Thomas 2 Salonen, Sami 2 Samorani, Michele 2 Som, Tanmoy 2 Tampakas, Vassilis 2 Wang, Guoyin 2 Webb, Geoffrey I. 2 Wen, Jiajun 2 Zeileis, Achim 1 Abadeh, Mohammad Saniee 1 Abdulrahman, Salisu Mamman 1 Abelló, Alberto 1 Abpeykar, Shadi 1 Acar, Müge 1 Acid, Silvia 1 Aggarwal, Charu C. 1 Aggarwal, Manish 1 Aguilar-Ruiz, Jesus Salvador 1 Aguilera, Ana M. 1 Akleylek, Sedat 1 Alham, Nasullah Khalid 1 Alkhawaldeh, Abdullah A. K. 1 Alphonse, Erick 1 Alshomrani, Saleh 1 Amiel, H. 1 Amin, Talha 1 Amorim, Dinani 1 Antunes, Cláudia M. 1 Aranda-Abreu, Gonzalo E. 1 Arbabifard, Kamyar 1 Archetti, Francesco 1 Arias, Jacinto 1 Arribas-Ayllon, Michael 1 Artemiou, Andreas 1 Aryal, Sunil ...and 515 more Authors all top 5 Cited in 77 Serials 18 Information Sciences 16 Machine Learning 14 International Journal of Approximate Reasoning 11 Data Mining and Knowledge Discovery 9 Journal of Machine Learning Research (JMLR) 8 Artificial Intelligence 8 European Journal of Operational Research 8 Journal of Theoretical Biology 4 Applied Mathematics and Computation 4 Annals of Operations Research 4 Soft Computing 4 International Journal of Applied Mathematics and Computer Science 3 Discrete Applied Mathematics 3 Pattern Recognition 3 Annals of Mathematics and Artificial Intelligence 3 Statistical Analysis and Data Mining 2 ACM Computing Surveys 2 Mathematical Biosciences 2 Fuzzy Sets and Systems 2 Neural Computation 2 Computational Statistics 2 Computational Statistics and Data Analysis 2 Mathematical Problems in Engineering 2 PAA. 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Central European Journal of Operations Research 1 Fundamenta Informaticae 1 Theory and Practice of Logic Programming 1 Sādhanā 1 Natural Computing 1 Journal of Intelligent and Fuzzy Systems 1 ACM Transactions on Computational Logic 1 Internet Mathematics 1 Thai Journal of Mathematics 1 Series in Machine Perception and Artificial Intelligence 1 Advances in Data Analysis and Classification. ADAC 1 Risk and Decision Analysis 1 Advances in Fuzzy Systems 1 Mathematical Programming Computation 1 Journal of Computational and Graphical Statistics 1 International Journal of Advances in Engineering Sciences and Applied Mathematics 1 Frontiers of Computer Science 1 Universal Journal of Mathematics and Mathematical Sciences 1 Journal of Siberian Federal University. Mathematics & Physics 1 Advances in Data Science and Adaptive Analysis 1 SpringerBriefs in Statistics 1 SpringerBriefs in Optimization 1 Methods in Molecular Biology 1 Journal of Membrane Computing 1 Cognitive Technologies all top 5 Cited in 19 Fields 164 Computer science (68-XX) 91 Statistics (62-XX) 30 Operations research, mathematical programming (90-XX) 29 Biology and other natural sciences (92-XX) 13 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Information and communication theory, circuits (94-XX) 5 Numerical analysis (65-XX) 4 Mathematical logic and foundations (03-XX) 3 Combinatorics (05-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Measure and integration (28-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) 1 Mathematics education (97-XX) Citations by Year