w4k2/stream-learn

@InProceedings{Wozniak2013,
author="Wo{\'{z}}niak, Micha{\l}
and Kasprzak, Andrzej
and Cal, Piotr",
editor="Larsen, Henrik Legind
and Martin-Bautista, Maria J.
and Vila, Mar{\'i}a Amparo
and Andreasen, Troels
and Christiansen, Henning",
title="Weighted Aging Classifier Ensemble for the Incremental Drifted Data Streams",
booktitle="Flexible Query Answering Systems",
year="2013",
publisher="Springer Berlin Heidelberg",
address="Berlin, Heidelberg",
pages="579--588",
isbn="978-3-642-40769-7"
}

@ARTICLE{Wang2015,
author={S. {Wang} and L. L. {Minku} and X. {Yao}},
journal={IEEE Transactions on Knowledge and Data Engineering},
title={Resampling-Based Ensemble Methods for Online Class Imbalance Learning},
year={2015},
volume={27},
number={5},
pages={1356-1368},
ISSN={2326-3865},
month={May},}

@INPROCEEDINGS{Oza2005,
author={N. C. {Oza}},
booktitle={2005 IEEE International Conference on Systems, Man and Cybernetics},
title={Online bagging and boosting},
year={2005},
volume={3},
number={},
pages={2340-2345 Vol. 3},
ISSN={1062-922X},
month={Oct},}


@article{Krawczyk2017,
author = {Krawczyk, Bartosz and Minku, Leandro and Gama, João and Stefanowski, Jerzy and Wozniak, Michal},
year = {2017},
month = {09},
pages = {132–156},
title = {Ensemble learning for data stream analysis: A survey},
volume = {37},
journal = {Information Fusion},
}

@article{Street2001,
author = {Street, Nick and Kim, Y.},
year = {2001},
month = {01},
pages = {377-382},
title = {A streaming ensemble algorithm (SEA) for large-scale classification},
journal = {Proceedings of the 7Th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}
}