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SYRCODIS
2007
99views Database» more  SYRCODIS 2007»
13 years 10 months ago
Association Rules Discovery in Multivariate Time Series
A problem of association rules discovery in a multivariate time series is considered in this paper. A method for finding interpretable association rules between frequent qualitati...
Elena Lutsiv
EDBT
2010
ACM
184views Database» more  EDBT 2010»
14 years 4 months ago
Aggregation of asynchronous electric power consumption time series knowing the integral
More and more data mining algorithms are applied to a large number of long time series issued by many distributed sensors. The consequence of the huge volume of data is that data ...
Raja Chiky, Laurent Decreusefond, Georges Hé...
ICDE
2009
IEEE
148views Database» more  ICDE 2009»
14 years 11 months ago
Online Interval Skyline Queries on Time Series
In many applications, we need to analyze a large number of time series. Segments of time series demonstrating dominating advantages over others are often of particular interest. In...
Bin Jiang, Jian Pei
KDD
1994
ACM
407views Data Mining» more  KDD 1994»
14 years 1 months ago
Using Dynamic Time Warping to Find Patterns in Time Series
Donald J. Berndt, James Clifford
SAC
2004
ACM
14 years 3 months ago
Interval and dynamic time warping-based decision trees
This work presents decision trees adequate for the classification of series data. There are several methods for this task, but most of them focus on accuracy. One of the requirem...
Juan José Rodríguez, Carlos J. Alons...