430 search results - page 36 / 86 » Online summarization of dynamic time series data |
115
Voted
IDA
2002
Springer
15 years 1 months ago
2002
Springer
Most classification methods are based on the assumption that the data conforms to a stationary distribution. However, the real-world data is usually collected over certain periods...
125
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ICANN
2009
Springer
15 years 6 months ago
2009
Springer
Recurrent neural networks serve as black-box models for nonlinear dynamical systems identification and time series prediction. Training of recurrent networks typically minimizes t...
111
Voted
SIGKDD
2008
15 years 1 months ago
2008
Wide-area sensor infrastructures, remote sensors, RFIDs, and wireless sensor networks yield massive volumes of disparate, dynamic, and geographically distributed data. As such sen...
107
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DAC
2010
ACM
15 years 5 months ago
2010
ACM
In this paper we summarize recent developments in compact dynamical modeling for both linear and nonlinear systems arising in analog applications. These techniques include methods...
104
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ICONIP
2004
15 years 3 months ago
2004
Abstract. A signature verification algorithm based on static and dynamic features of online signature data is presented. Texture and topological features are the static features of...