96 citations · 133 across the 4 of their papers we have counts for
4 papers
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…
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…
Real-time Top-K Predictive Query Processing over Event Streams
Saurav Acharya, Byung Suk Lee, Paul Hines
This paper addresses the problem of predicting the k events that are most likely to occur next, over historical real-time event streams. Existing approaches to causal prediction qu…
Progressive Processing of Continuous Range Queries in Hierarchical Wireless Sensor Networks
Jeong-Hoon Lee, Kyu-Young Whang, Hyo-Sang Lim +2
In this paper, we study the problem of processing continuous range queries in a hierarchical wireless sensor network. Contrasted with the traditional approach of building networks…