Demet Özgür-Ünlüakin

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Partially Observable

Multi Component

Partially Observable Markov Decision Processes

Top Venues

Reliab. Eng. Syst. Saf.

Int. J. Comput. Intell. Syst.

Appl. Soft Comput.

Publications

Ipek Kivanç, Demet Özgür-Ünlüakin, Taner Bilgiç
Maintenance policy analysis of the regenerative air heater system using factored POMDPs. Reliab. Eng. Syst. Saf. 219 (2022)
Demet Özgür-Ünlüakin, Busenur Türkali, S. Çaglar Aksezer
Cost-effective fault diagnosis of a multi-component dynamic system under corrective maintenance. Appl. Soft Comput. 102 (2021)
Demet Özgür-Ünlüakin, Busenur Türkali
Evaluation of proactive maintenance policies on a stochastically dependent hidden multi-component system using DBNs. Reliab. Eng. Syst. Saf. 211 (2021)
Demet Özgür-Ünlüakin, Busenur Türkali, Ayse Karacaörenli, S. Çaglar Aksezer
A DBN based reactive maintenance model for a complex system in thermal power plants. Reliab. Eng. Syst. Saf. 190 (2019)
Demet Özgür-Ünlüakin, Ipek Kivanç
Maintenance policy simulation for a factored partially observable system. SummerSim (2019)
Ipek Kivanç, Demet Özgür-Ünlüakin
An Effective Maintenance Policy for a Multi-component Dynamic System Using Factored POMDPs. ECSQARU (2019)
Demet Özgür-Ünlüakin, Taner Bilgiç
Performance analysis of an aggregation and disaggregation solution procedure to obtain a maintenance plan for a partially observable multi-component system. Reliab. Eng. Syst. Saf. 167 (2017)
Demet Özgür-Ünlüakin, Taner Bilgiç
Replacement policies for a complex system with unobservable components using dynamic Bayesian networks. Int. J. Comput. Intell. Syst. 7 (sup1) (2014)
Demet Özgür-Ünlüakin, Taner Bilgiç
Predictive Maintenance using Dynamic Probabilistic Networks. Probabilistic Graphical Models (2006)