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stat.ML2020
Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural Networks
Paul A. Parker, Scott H. Holan, Nalini Ravishanker
Time series classification using novel techniques has experienced a recent resurgence and growing interest from statisticians, subject-domain scientists, and decision makers in bus…
stat.ML2019★ 1 cited
Clustering Activity-Travel Behavior Time Series using Topological Data Analysis
Renjie Chen, Jingyue Zhang, Nalini Ravishanker +1
Over the last few years, traffic data has been exploding and the transportation discipline has entered the era of big data. It brings out new opportunities for doing data-driven an…