Using unsupervised incremental learning to cope with gradual concept drift
Author:
Publisher
Informa UK Limited
Subject
Artificial Intelligence,Human-Computer Interaction,Software
Link
http://www.tandfonline.com/doi/pdf/10.1080/09540091.2011.575929
Reference37 articles.
1. The ART of adaptive pattern recognition by a self-organizing neural network
2. Chen, S. and He, H. SERA: Selectively Recursive Approach Towards Nonstationary Imbalanced Stream Data Mining. Neural Networks, 2009. IJCNN 2009. International Joint Conference on. pp.522–529.
3. Ditzler, G., Muhlbaier, M. and Polikar, R. 2010. “Incremental Learning of New Classes in Unbalanced Datasets: Learn++.UDNC”. Edited by: El Gayar, N., Kittler, J. and Roli, F. Vol. 5997, 33–42. Heidelberg: Springer Berlin.
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