83 search results - page 1 / 17 » Optimal multi-scale patterns in time series streams |
SSDBM
2005
IEEE
13 years 10 months ago
2005
IEEE
Similarity-based querying of time series data can be categorized as pattern existence queries and shape match queries. Pattern existence queries find the time series data with ce...
SIGMOD
2006
ACM
14 years 5 months ago
2006
ACM
We introduce a method to discover optimal local patterns, which concisely describe the main trends in a time series. Our approach examines the time series at multiple time scales ...
SIGMOD
2002
ACM
14 years 5 months ago
2002
ACM
VLDB
2005
ACM
13 years 10 months ago
2005
ACM
In this paper, we introduce SPIRIT (Streaming Pattern dIscoveRy in multIple Timeseries). Given n numerical data streams, all of whose values we observe at each time tick t, SPIRIT...
IPMU
2010
Springer
13 years 9 months ago
2010
Springer
This article proposes knowledge-based short-time prediction methods for multivariate streaming time series, relying on the early recognition of local patterns. A parametric, well-i...