Proceedings of 2013 International Conference on Information Science and Computer Applications

An Improved KNN Algorithm in Text Classification

Authors
Xiaoni Wang, Zhenjiang Zhang, Wei Cao
Corresponding Author
Xiaoni Wang
Available Online October 2013.
DOI
https://doi.org/10.2991/isca-13.2013.45How to use a DOI?
Keywords
Ad Hoc network; AODV routing protocol; energy model; load balancing
Abstract
In Ad Hoc network, AODV routing protocol is an on-demand routing protocol of relative maturity and extensive application. Due to the fact that AODV routing protocol doesn’t consider the residual energy and the load situation of the nodes when choosing routes, its efficiency declines sharply in the case of the high load and fast moving velocity. To solve the above problems, we propose an improved protocol Advanced-AODV (Ad-AODV) of AODV routing algorithm based on a strategy of energy model and load balancing. When Ad-AODV routing protocol performs the routing request, it will consider the residual energy and the load situation of the nodes. According to the simulation results, the Ad-AODV routing protocol improves the efficiency of Ad Hoc network, and the packet delivery ratio, lowers the average end-to-end delay and reduces the routing load.
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Proceedings
2013 International Conference on Information Science and Computer Applications (ISCA 2013)
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2013
ISBN
978-90786-77-85-7
ISSN
1951-6851
DOI
https://doi.org/10.2991/isca-13.2013.45How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Xiaoni Wang
AU  - Zhenjiang Zhang
AU  - Wei Cao
PY  - 2013/10
DA  - 2013/10
TI  - An Improved KNN Algorithm in Text Classification
BT  - 2013 International Conference on Information Science and Computer Applications (ISCA 2013)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/isca-13.2013.45
DO  - https://doi.org/10.2991/isca-13.2013.45
ID  - Wang2013/10
ER  -