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Multistage tree model for crime dataset in Iraq
Joint Authors
Abd al-Husayn, Rim Razzaq
Karuk, Muayyad Sadiq
al-Qarawi, Salih Mahdi
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 19, Issue 2 (30 Apr. 2019), pp.1-8, 8 p.
Publisher
Publication Date
2019-04-30
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
This research deals with the using of correlation measurement that leads to describing the degree of relationship between variables, quantities or qualities.
therefore, we implement a simple correlation coefficient and conditional correlation to introduce a regular vine copula, which gives different tree structures.
two methods to select tree structures are introduced.
the first one adopts the partial correlation constant (PCC) with constant, while the second method depends on the estimation of summation pathway.
the proposed method makes modification on diβmann’s algorithm to increase the dependency on each level of the tree using rank correlation measurement.
both methods are adopted to construct the best model with more than three dimensions based on the available label crime dataset in Iraq.
the selected model is used for selecting the suitable tree model and generating a decision with the low dimensionality of variables.
American Psychological Association (APA)
Abd al-Husayn, Rim Razzaq& Karuk, Muayyad Sadiq& al-Qarawi, Salih Mahdi. 2019. Multistage tree model for crime dataset in Iraq. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 19, no. 2, pp.1-8.
https://search.emarefa.net/detail/BIM-898804
Modern Language Association (MLA)
Abd al-Husayn, Rim Razzaq…[et al.]. Multistage tree model for crime dataset in Iraq. Iraqi Journal of Computer, Communications and Control Engineering Vol. 19, no. 2 (Apr. 2019), pp.1-8.
https://search.emarefa.net/detail/BIM-898804
American Medical Association (AMA)
Abd al-Husayn, Rim Razzaq& Karuk, Muayyad Sadiq& al-Qarawi, Salih Mahdi. Multistage tree model for crime dataset in Iraq. Iraqi Journal of Computer, Communications and Control Engineering. 2019. Vol. 19, no. 2, pp.1-8.
https://search.emarefa.net/detail/BIM-898804
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 8
Record ID
BIM-898804