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» Grid-Based Indexing for Large Time Series Databases
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IDEAL
2003
Springer
14 years 3 months ago
Grid-Based Indexing for Large Time Series Databases
Jiyuan An, Hanxiong Chen, Kazutaka Furuse, Nobuo O...
SSDBM
1999
IEEE
124views Database» more  SSDBM 1999»
14 years 2 months ago
An Indexing Scheme for Fast Similarity Search in Large Time Series Databases
We address the problem of similarity search in large time series databases. We introduce a novel indexing algorithm that allows faster retrieval. The index is formed by creating b...
Eamonn J. Keogh, Michael J. Pazzani
SIGMOD
2001
ACM
184views Database» more  SIGMOD 2001»
14 years 10 months ago
Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases
Similarity search in large time series databases has attracted much research interest recently. It is a difficult problem because of the typically high dimensionality of the data....
Eamonn J. Keogh, Kaushik Chakrabarti, Sharad Mehro...
DEXA
1998
Springer
124views Database» more  DEXA 1998»
14 years 2 months ago
Indexing Time-Series Databases for Inverse Queries
Abstract. In this paper we examine the problem of indexing time sequences in order to answer inverse queries. An inverse query computes all the time points at which the sequence co...
Alexandros Nanopoulos, Yannis Manolopoulos
SIGMOD
2008
ACM
236views Database» more  SIGMOD 2008»
14 years 10 months ago
Approximate embedding-based subsequence matching of time series
A method for approximate subsequence matching is introduced, that significantly improves the efficiency of subsequence matching in large time series data sets under the dynamic ti...
Vassilis Athitsos, Panagiotis Papapetrou, Michalis...