TELKOMNIKA Telecommunication, Computing, Electronics and Control
Viterbi optimization for crime detection and identification
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Viterbi optimization for crime detection and identification
Viterbi optimization for crime detection and identification
Subject
Baum Welch algorithm, Decision tree, Hybridization, Viterbi algorithm
Description
In this paper, we introduce two types of hybridization. The first contribution is the hybridization between the Viterbi algorithm and Baum Welch in order to predict crime locations. While the second contribution considers the optimization based on decision tree (DT) in combination with the Viterbi algorithm for criminal identification using Iraq and India crime dataset. This work is based on our previous work [1]. The main goal is to enhance the results of the model in both consuming times and to get a more accurate model. The obtained results proved the achievement of both goals in an efficient way.
Creator
Reem Razzaq Abdul Hussein, Salih Mahdi Al-Qaraawi, Muayad Sadik Croock
Source
DOI: 10.12928/TELKOMNIKA.v18i5.13398
Publisher
Universitas Ahmad Dahlan
Date
October 2020
Contributor
Sri Wahyuni
Rights
ISSN: 1693-6930
Relation
http://journal.uad.ac.id/index.php/TELKOMNIKA
Format
PDF
Language
English
Type
Text
Coverage
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Files
Collection
Citation
Reem Razzaq Abdul Hussein, Salih Mahdi Al-Qaraawi, Muayad Sadik Croock, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Viterbi optimization for crime detection and identification,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4031.
Viterbi optimization for crime detection and identification,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4031.