Advanced search
Publication Cover
International Journal of General Systems Volume 42, 2013 - Issue 6: Data Mining and Soft Computing
Submit an article Journal homepage
271
Views
17
CrossRef citations to date
0
Altmetric
Articles

Optimization and analysis of decision trees and rules: dynamic programming approach

Abdulaziz Alkhalid Department of Systems and Computer Engineering, Carleton University Ottawa, Ontario, Canada
,
Talha Amin Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
,
Igor Chikalov Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
,
Shahid Hussain Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
,
Mikhail Moshkov Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi ArabiaCorrespondence[email protected]
&
Beata Zielosko Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia; Institute of Computer Science, University of Silesia, Sosnowiec, Poland
Pages 614-634 | Received 29 Sep 2011, Accepted 18 Feb 2013, Published online: 30 May 2013

Citations (17)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (1)

Joaquín Abellán, Griselda López, Laura Garach & Javier G. Castellano. (2017) Extraction of decision rules via imprecise probabilities. International Journal of General Systems 46:4, pages 313-331.
Read now

Articles from other publishers (16)

Monther Busbait, Mikhail Moshkov, Albina Moshkova & Vladimir ShevtchenkoMonther Busbait, Mikhail Moshkov, Albina Moshkova & Vladimir Shevtchenko. 2023. Decision Trees for Fault Diagnosis in Circuits and Switching Networks. Decision Trees for Fault Diagnosis in Circuits and Switching Networks 87 117 .
Beata Zielosko & Krzysztof Żabiński. (2021) Selected approaches for decision rules construction-comparative study. Procedia Computer Science 192, pages 3667-3676.
Crossref
Fawaz Alsolami, Mohammad Azad, Igor Chikalov & Mikhail MoshkovFawaz Alsolami, Mohammad Azad, Igor Chikalov & Mikhail Moshkov. 2020. Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions. Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions 121 139 .
Fawaz Alsolami, Mohammad Azad, Igor Chikalov & Mikhail Moshkov. 2019. CSR und Social Enterprise. CSR und Social Enterprise 105 119 .
Fawaz Alsolami, Mohammad Azad, Igor Chikalov & Mikhail MoshkovFawaz Alsolami, Mohammad Azad, Igor Chikalov & Mikhail Moshkov. 2020. Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions. Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions 1 14 .
Mengmeng Cai & Honglin Wang. (2019) Research on Intrusion Detection Method base on Cloud Computing. IOP Conference Series: Materials Science and Engineering 612:4, pages 042006.
Crossref
Beata Zielosko & Krzysztof Żabiński. 2019. Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018. Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018 351 360 .
Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain & Mikhail MoshkovHassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain & Mikhail Moshkov. 2019. Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining. Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining 85 104 .
Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain & Mikhail MoshkovHassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain & Mikhail Moshkov. 2019. Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining. Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining 35 48 .
Mohammad Azad & Mikhail Moshkov. 2019. Artificial Intelligence and Soft Computing. Artificial Intelligence and Soft Computing 319 326 .
Beata Zielosko & Krzysztof Żabiński. 2018. Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety. Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety 171 181 .
Mohammad Azad & Mikhail Moshkov. (2017) Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions. European Journal of Operational Research 263:3, pages 910-921.
Crossref
Michal Mankowski & Mikhail Moshkov. 2017. Rough Sets. Rough Sets 123 130 .
Igor Chikalov, Shahid Hussain & Mikhail Moshkov. (2016) Totally optimal decision trees for Boolean functions. Discrete Applied Mathematics 215, pages 1-13.
Crossref
Jan Kozak & Urszula Boryczka. (2015) Multiple Boosting in the Ant Colony Decision Forest meta-classifier. Knowledge-Based Systems 75, pages 141-151.
Crossref
Ping Zhao & Laifeng Li. (2014) Analysis based on the shortest path method of equipment replacement. Analysis based on the shortest path method of equipment replacement.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.