96 citations · 133 across the 4 of their papers we have counts for
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cs.LG2020★ 96 cited
A Benchmark Study on Time Series Clustering
Ali Javed, Byung Suk Lee, Dona M. Rizzo
This paper presents the first time series clustering benchmark utilizing all time series datasets currently available in the University of California Riverside (UCR) archive -- the…
cs.LG2019★ 34 cited
Analysis of Hydrological and Suspended Sediment Events from Mad River Watershed using Multivariate Time Series Clustering
Ali Javed, Scott D. Hamshaw, Donna M. Rizzo +1
Hydrological storm events are a primary driver for transporting water quality constituents such as turbidity, suspended sediments and nutrients. Analyzing the concentration (C) of…