Learning in Nonstationary Environments: A Hybrid Approach
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-59060-8_63
Reference22 articles.
1. Ditzler, G., Roveri, M., Alippi, C., Polikar, R.: Learning in nonstationary environments: a survey. IEEE Comput. Intell. Mag. 10(4), 12–25 (2015)
2. Gama, J., Žliobaitė, I., Bifet, A., Pechenizkiy, M., Bouchachia, A.: A survey on concept drift adaptation. ACM Comput. Surv. 46(4), 44 (2014)
3. Lindstrom, P., Mac Namee, B., Delany, S.J.: Drift detection using uncertainty distribution divergence. Evolving Syst. 4(1), 13–25 (2013)
4. Elwell, R., Polikar, R.: Incremental learning of concept drift in nonstationary environments. IEEE Trans. Neural Netw. 22(10), 1517–1531 (2011)
5. Alippi, C., Roveri, M.: Just-in-time adaptive classifiers–part I: detecting non-stationary changes. IEEE Trans. Neural Netw. 19(7), 1145–1153 (2008)
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