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MOA

swMATH ID: 11966
Software Authors: Albert Bifet; Geoff Holmes; Bernhard Pfahringer
Description: MOA (Massive Online Analysis). MOA is the most popular open source framework for data stream mining, with a very active growing community (blog). It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation. Related to the WEKA project, MOA is also written in Java, while scaling to more demanding problems.
Homepage: http://moa.cs.waikato.ac.nz/
Related Software: UCI-ml; WEKA; Scikit; Scikit-multiflow; ElemStatLearn; OpenML; R; C4.5; Pegasos; SMOTE; PRTools; SparseFIS; VFML; StreamKM++; TorchDrift; Alibi Detect; Eurybia; NannyML; River; Menelaus
Referenced in: 35 Publications
Further Publications: http://moa.cms.waikato.ac.nz/publications/

Standard Articles

1 Publication describing the Software Year
MOA: A real-time analytics open source framework
Bifet, Albert; Holmes, Geoff; Pfahringer, Bernhard; Read, Jesse; Kranen, Philipp; Kremer, Hardy; Jansen, Timm; Seidl, Thomas
2011
all top 5

Referenced by 96 Authors

4 Bifet, Albert
3 Gama, João
2 Džeroski, Sašo
2 Holmes, Geoffrey
2 Jaworski, Maciej
2 Koh, Yun Sing
2 Krawczyk, Bartosz
2 Lughofer, Edwin
2 Osojnik, Aljaž
2 Panov, Panče
2 Pears, Russel
2 Pechenizkiy, Mykola
2 Pfahringer, Bernhard
2 Vanschoren, Joaquin
2 Zliobaite, Indre
1 Albertini, Marcelo Keese
1 Ali, Waqar
1 Aminian, Ehsan
1 Bain, Michael E.
1 Bakirov, Rashid
1 Barber, Stuart
1 Batista, Gustavo E. A. P. A.
1 Bernardo, Alessio
1 Bischl, Bernd
1 Bossek, Jakob
1 Bouchachia, Abdelhamid
1 Brzeziński, Dariusz W.
1 Cano, Alberto
1 Cao, Hong
1 Cao, Longbing
1 Casalicchio, Giuseppe
1 Della Valle, Emanuele
1 dos Reis, Denis M.
1 Duda, Piotr
1 Fay, Damien
1 Feng, Lin
1 Fernandes de Mello, Rodrigo
1 Frank, Eibe
1 Gabrys, Bogdan
1 Gao, Yang
1 Geilke, Michael
1 Gomes, Heitor Murilo
1 Grzenda, Maciej
1 Guimarães, Victor
1 Halstead, Ben
1 Hofner, Benjamin
1 Hullermeier, Eyke
1 Hyde, Roy
1 Karwath, Andreas
1 Kerschke, Pascal
1 Kirchhoff, Dominik
1 Kramer, Stefan
1 Kumar, Jay
1 Lang, Michel
1 Liew, Alan Wee-Chung
1 Liu, Jiaming
1 Maletzke, André G.
1 Mansoori, Eghbal G.
1 Milan, Zoka
1 Nguyen, Hai Long
1 Nguyen, Thi Thu Thuy
1 Nguyen, Tien Thanh
1 Paes, Aline
1 Petitjean, François
1 Pietruczuk, Lena
1 Razmjoo, Alaleh
1 Read, Jesse
1 Ribeiro, Rita P.
1 Riddle, Patricia J.
1 Rodrigues, Pedro Pereira
1 Rutkowski, Leszek
1 Sakthithasan, Sripirakas
1 Sebastião, Raquel
1 Seibold, Heidi
1 Shahparast, Homeira
1 Shaker, Ammar
1 Shao, Junming
1 Sharma, Rabi
1 Song, Ge
1 Souza, Vinicius M. A.
1 Srinivasan, Ashwin
1 Stefanowski, Jerzy
1 Taylor, Charles C.
1 van Rijn, Jan N.
1 Webb, Geoffrey I.
1 Xanthopoulos, Petros
1 Xu, Shuliang
1 Xu, Xiaofei
1 Yang, Rui
1 Ye, Yu
1 Ye, YunMing
1 Zaverucha, Gerson
1 Zhai, Tingting
1 Zhang, Haijun
1 Zhao, Xin
1 Zheng, Qipeng Phil

Referencing Publications by Year