Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science,Theoretical Computer Science
Link
http://link.springer.com/content/pdf/10.1007/s11704-014-3105-y.pdf
Reference27 articles.
1. Domingos P, Hulten G. A general framework for mining massive data stream. Journal of Computational and Graphical Statistics, 2003, 12(4): 945–949
2. Aggarwal C C, Han J, Wang J Y, Yu P S. A framework for on-demand classification of evolving data streams. IEEE Transactions on Knowledge and Data Engineering, 2006, 18(5): 577–589
3. Elwell R, Polikar R. Incremental learning of concept drift in nonstationary environments. IEEE Transaction on Neural Networks, 2011, 22(10): 1517–1531
4. Lazar A A, Pnevatikakis E A. Video time encoding machines. IEEE Transaction on Neural Networks, 2011, 22(3): 461–473
5. Rogister P, Benosman R, Ieng S H, Lichtsteiner P, Delbruck T. Asynchronous event-based binocular stereo matching. IEEE Transactions on Neural Networks and Learning Systems, 2012, 23(2): 347–353
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