Nonlinear time series classification using bispectrum‐based deep convolutional neural networks
Author:
Affiliation:
1. Department of Statistics University of Missouri Columbia Missouri USA
2. U.S. Census Bureau 4600 Silver Hill Road Washington DC District of Columbia USA
3. Department of Statistics University of Connecticut Storrs Connecticut USA
Funder
Air Force Research Laboratory
National Science Foundation
Publisher
Wiley
Subject
Management Science and Operations Research,General Business, Management and Accounting,Modeling and Simulation
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/asmb.2536
Reference39 articles.
1. Modeling Complex Phenotypes: Generalized Linear Models Using Spectrogram Predictors of Animal Communication Signals
2. LinesJ BagnallA Caiger‐SmithP AndersonS. Classification of household devices by electricity usage profiles. Paper presented at: Proceedings of the International Conference on Intelligent Data Engineering and Automated Learning;2011:403‐412; Springer.
3. Discrimination and Clustering for Multivariate Time Series
4. KumarM PatelNR WooJ. Clustering seasonality patterns in the presence of errors. Paper presented at: Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ACM;2002:557‐563.
5. VlachosM LinJ KeoghE GunopulosD. A wavelet‐based anytime algorithm for k‐means clustering of time series. Paper presented at: Proceedings of the Workshop on Clustering High Dimensionality Data and Its Applications;2003; Citeseer.
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