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CORR
2008
Springer
107views Education» more  CORR 2008»
13 years 10 months ago
Model Checking Probabilistic Timed Automata with One or Two Clocks
Probabilistic timed automata are an extension of timed automata with discrete probability distributions. We consider model-checking algorithms for the subclasses of probabilistic t...
Marcin Jurdzinski, François Laroussinie, Je...
KDD
2009
ACM
192views Data Mining» more  KDD 2009»
14 years 10 months ago
Time series shapelets: a new primitive for data mining
Classification of time series has been attracting great interest over the past decade. Recent empirical evidence has strongly suggested that the simple nearest neighbor algorithm ...
Lexiang Ye, Eamonn J. Keogh
SDM
2009
SIAM
291views Data Mining» more  SDM 2009»
14 years 7 months ago
Detection and Characterization of Anomalies in Multivariate Time Series.
Anomaly detection in multivariate time series is an important data mining task with applications to ecosystem modeling, network traffic monitoring, medical diagnosis, and other d...
Christopher Potter, Haibin Cheng, Pang-Ning Tan, S...
ICDM
2009
IEEE
121views Data Mining» more  ICDM 2009»
14 years 4 months ago
Finding Time Series Motifs in Disk-Resident Data
—Time series motifs are sets of very similar subsequences of a long time series. They are of interest in their own right, and are also used as inputs in several higher-level data...
Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Sham...
TELETRAFFIC
2007
Springer
14 years 4 months ago
Modeling and Predicting End-to-End Response Times in Multi-tier Internet Applications
Many Internet applications employ multi-tier software architectures. The performance of such multi-tier Internet applications is typically measured by the end-toend response times...
Sandjai Bhulai, Swaminathan Sivasubramanian, Rober...