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» Streaming Queries over Streaming Data
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108
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ICDM
2010
IEEE
146views Data Mining» more  ICDM 2010»
15 years 1 months ago
Mining Sensor Streams for Discovering Human Activity Patterns over Time
Parisa Rashidi, Diane J. Cook
ICDE
2007
IEEE
123views Database» more  ICDE 2007»
16 years 4 months ago
Stream Monitoring under the Time Warping Distance
The goal of this paper is to monitor numerical streams, and to find subsequences that are similar to a given query sequence, under the DTW (Dynamic Time Warping) distance. Applica...
Yasushi Sakurai, Christos Faloutsos, Masashi Yamam...
164
Voted
APPROX
2004
Springer
108views Algorithms» more  APPROX 2004»
15 years 8 months ago
Estimating Frequency Moments of Data Streams Using Random Linear Combinations
The problem of estimating the kth frequency moment Fk for any nonnegative k, over a data stream by looking at the items exactly once as they arrive, was considered in a seminal pap...
Sumit Ganguly
137
Voted
HPCC
2007
Springer
15 years 9 months ago
Continuous Adaptive Outlier Detection on Distributed Data Streams
In many applications, stream data are too voluminous to be collected in a central fashion and often transmitted on a distributed network. In this paper, we focus on the outlier det...
Liang Su, Weihong Han, Shuqiang Yang, Peng Zou, Ya...
155
Voted
CIKM
2011
Springer
14 years 3 months ago
MTopS: scalable processing of continuous top-k multi-query workloads
A continuous top-k query retrieves the k most preferred objects in a data stream according to a given preference function. These queries are important for a broad spectrum of appl...
Avani Shastri, Di Yang, Elke A. Rundensteiner, Mat...