Detecting Novel Class for Sensor-Based Activity Recognition Using Reject Rule
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-45940-0_4
Reference24 articles.
1. Abdallah, Z.S., Gaber, M.M., Srinivasan, B., et al.: Adaptive mobile activity recognition system with evolving data streams. Neurocomputing 150, 304–317 (2015)
2. Polikar R., Udpa L., Udpa S., et al.: Learn++: an incremental learning algorithm for multilayer perceptrons. In: Proceedings of 25th. IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 6, pp. 3414–3417 (2000)
3. Ditzler G., Polikar R., Chawla N.: An incremental learning algorithm for non-stationary environments and class imbalance. In: 2010 20th International Conference on Pattern Recognition (ICPR), pp. 2997–3000. IEEE (2010)
4. Lecture Notes in Computer Science;G Ditzler,2010
5. Muhlbaier M., Topalis A., Polikar R.: Incremental learning from unbalanced data. In: Proceedings of 2004 IEEE International Joint Conference on Neural Networks, vol. 2, pp. 1057–1062. IEEE (2004)
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