Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-49055-7_38
Reference25 articles.
1. Baccouche, M., Mamalet, F., Wolf, C., Garcia, C., Baskurt, A.: Spatio-temporal convolutional sparse auto-encoder for sequence classification. In: British Machine Vision Conference (BMVC) (2012)
2. Chockalingam, T., Emonet, R., Odobez, J.-M.: Localized anomaly detection via hierarchical integrated activity discovery. In: AVSS (2013)
3. Darken, C., Moody, J.E.: Note on learning rate schedules for stochastic optimization. In: NIPS, pp. 832–838 (1990)
4. Du, X., Jin, R., Ding, l., Lee, V.E., Thornton, J.H.: Migration motif: a spatial- temporal pattern mining approach for nancial markets. In: KDD, pp. 1135–1144. ACM (2009)
5. Emonet, R., Varadarajan, J., Odobez, J.-M.: Multi-camera open space human activity discovery for anomaly detection. In: IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Klagenfurt, Austria, August 2011
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