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Seventh International Conference on Networking (icn 2008)
Applying Distributed Classification Algorithms to Wireless Sensor Networks ? A Brief View into the Application of the SPRINT Algorithm Family
April 13-April 18
ISBN: 978-0-7695-3106-9
ASCII Text
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Birger Lantow, "Applying Distributed Classification Algorithms to Wireless Sensor Networks ? A Brief View into the Application of the SPRINT Algorithm Family," International Conference on Networking, pp. 52-59, Seventh International Conference on Networking (icn 2008), 2008.
 
 
BibTex
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@article{ 10.1109/ICN.2008.73,
author = {Birger Lantow},
title = {Applying Distributed Classification Algorithms to Wireless Sensor Networks ? A Brief View into the Application of the SPRINT Algorithm Family},
journal ={International Conference on Networking},
volume = {0},
year = {2008},
isbn = {978-0-7695-3106-9},
pages = {52-59},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICN.2008.73},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - International Conference on Networking
TI - Applying Distributed Classification Algorithms to Wireless Sensor Networks ? A Brief View into the Application of the SPRINT Algorithm Family
SN - 978-0-7695-3106-9
SP52
EP59
A1 - Birger Lantow,
PY - 2008
KW - WSN
KW - SPRINT
KW - classification
KW - tree construction
VL - 0
JA - International Conference on Networking
ER -
 
The SPRINT algorithm describes a distributed way to construct a decision tree for classification in large data sets. It can be applied to in-network classification tree construction. The costly data transfer of sensor data to the sink can be avoided while execution time is still acceptable. The SPRINT algorithm and its extensions are introduced. Furthermore, different scenarios that implement classification tree construction based on WSN data are evaluated. A WSN-Model is given. Special characteristics of WSN are implied. Tools for a task specific selection of WSN data processing organisation are sketched.
Index Terms:
WSN, SPRINT, classification, tree construction
Citation:
Birger Lantow, "Applying Distributed Classification Algorithms to Wireless Sensor Networks ? A Brief View into the Application of the SPRINT Algorithm Family," icn, pp.52-59, Seventh International Conference on Networking (icn 2008), 2008
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