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Normalized feature importance score for KNN+bagging across attack types.

Normalized feature importance score for KNN+bagging across attack types.

<p>Normalized feature importance score for KNN+bagging across attack types.</p>

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Bibliographic Details
Main Author: Bekan Kitaw Mekonen (21955577) (author)
Other Authors: Lemi Bane (21955580) (author), Negasa Berhanu Fite (21955583) (author)
Published: 2025
Subjects:
Science Policy
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
proposed framework highlights
intelligent transportation systems
improve road safety
ensemble learning framework
leveraging decision tree
false position attacks
detect malicious behavior
highly complex scenarios
), enabling vehicle
decision tree
complex scenarios
ensemble techniques
complex patterns
knn ),
veremi dataset
traffic flow
study proposes
slight decline
simpler attacks
robust solution
results demonstrate
random forest
perfect performance
nearest neighbors
multilayer perceptron
maintaining near
hoc networks
f1 score
classifiers enhanced
bsms ).
attack 16
attack 1
100 %)
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