59 search results - page 1 / 12 » Time Series Compressibility and Privacy |
VLDB
2007
ACM
14 years 4 months ago
2007
ACM
In this paper we study the trade-offs between time series compressibility and partial information hiding and their fundamental implications on how we should introduce uncertainty ...
SMC
2007
IEEE
13 years 10 months ago
2007
IEEE
– We describe a technique for fast lossy compression of a time series based on the assignment of importance levels to its minima and maxima.
SDM
2009
SIAM
14 years 1 months ago
2009
SIAM
Most data mining operations include an integral search component at their core. For example, the performance of similarity search or classification based on Nearest Neighbors is ...
CIDM
2007
IEEE
13 years 11 months ago
2007
IEEE
— In this paper, we consider burst detection within the context of privacy. In our scenario, multiple parties want to detect a burst in aggregated time series data, but none of t...
ICDE
2007
IEEE
13 years 11 months ago
2007
IEEE
The search for unknown frequent pattern is one of the core activities in many time series data mining processes. In this paper we present an extension of the pattern discovery pro...