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» Clustering Distributed Time Series in Sensor Networks
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ALGOSENSORS
2006
Springer
13 years 10 months ago
Computing Bridges, Articulations, and 2-Connected Components in Wireless Sensor Networks
Abstract. This paper presents a simple distributed algorithm to determine the bridges, articulation points, and 2-connected components in asynchronous networks with an at least onc...
Volker Turau
EDBT
2010
ACM
184views Database» more  EDBT 2010»
14 years 3 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...
SENSYS
2010
ACM
13 years 6 months ago
Meeting ecologists' requirements with adaptive data acquisition
Ecologists instrument ecosystems to collect time series representing the evolution in time and space of relevant abiotic and biotic factors. Sensor networks promise to improve on ...
Marcus Chang, Philippe Bonnet
KDD
1997
ACM
213views Data Mining» more  KDD 1997»
14 years 27 days ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
TKDE
2008
178views more  TKDE 2008»
13 years 8 months ago
Efficient Similarity Search over Future Stream Time Series
With the advance of hardware and communication technologies, stream time series is gaining ever-increasing attention due to its importance in many applications such as financial da...
Xiang Lian, Lei Chen 0002