10 search results - page 1 / 2 » Space-efficient Online Approximation of Time Series Data: St... |
95
Voted
ICDE
2010
IEEE
16 years 1 months ago
2010
IEEE
In this paper, we present an abstract framework for online approximation of time-series data that yields a unified set of algorithms for several popular models: data streams, amnes...
204
Voted
ICDE
2004
IEEE
16 years 3 months ago
2004
IEEE
The past decade has seen a wealth of research on time series representations, because the manipulation, storage, and indexing of large volumes of raw time series data is impractic...
227
Voted
VLDB
2006
ACM
16 years 2 months ago
2006
ACM
Managing large-scale time series databases has attracted significant attention in the database community recently. Related fundamental problems such as dimensionality reduction, tr...
105
Voted
ICPR
2008
IEEE
15 years 8 months ago
2008
IEEE
A fast online algorithm was developed for polygonal approximation of signals and curves with a minimum number of line segments for a given constraint on the standard deviation of ...
112
Voted
TKDE
2008
15 years 1 months ago
2008
The past decade has seen a wealth of research on time series representations, because the manipulation, storage, and indexing of large volumes of raw time series data is impractica...