Dr. Haydar Demirhan
Details
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College: School of Science
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Department: School of Science
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Campus: City Campus Australia
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haydar.demirhan@rmit.edu.au
Open to
- Masters Research or PhD student supervision
About
Project activity:
10. 2017 - 2023, Design of Experiments and their Statistical Analysis, DSTG, multiple projects.
9. 2018 - 2019, Bayesian approaches to matchday physical performance, Essendon Football Club.
8. 2017 - 2019, Improving ICD coding quality, Cabrini Health and CMCRC.
7. 2014 - 2016, Determination of Statistical Performance of Tests Used to Examine Cryptographic Randomness, TUBITAK 3001, Coordinator.
6. 2014 - 2016, The Antecedents and Outcomes of Mobbing: Hacettepe University Case, Hacettepe University BAP, Researcher.
5. 2013 - 2016, Determination of Factors Affecting University Choices of 4th Year High School Students in Ankara, Hacettepe University BAP, Researcher.
4. 2012 - 2016, Expectations of shareholders of Hacettepe University, and their corporate belonging, feelings and thoughts towards satisfaction, Hacettepe University BAP, Researcher.
3. 2007 - 2009, Financing of Education and Education Expenditure Information System in Turkey, TUBITAK 1001, Researcher.
2. 2005 - 2007, Department of Statistics Qualitative Research Studio Project, Hacettepe University BAP, Project assistant.
1. 2005 - 2006, SPAC Soft Research and Software Development Project, TUBITAK, The responsibility of "Design of Experiments", "Analysis of Variance" and "General Linear Models" modules.
Industry Projects:
2017 - 2023, Design of Experiments and their Statistical Analysis, DSTG, Department and Defense, Australia - multiple projects.
2018 - 2019, Bayesian approaches to matchday physical performance, Essendon Football Club.
2017 - 2019, Improving ICD coding quality, Cabrini Health and CMCRC.
2014 - 2016, Determination of Statistical Performance of Tests Used to Examine Cryptographic Randomness, TUBITAK 3001.
2014 - 2016, The Antecedents and Outcomes of Mobbing: Hacettepe University Case, Hacettepe University BAP.
2013 - 2016, Determination of Factors Affecting University Choices of 4th Year High School Students in Ankara, Hacettepe University BAP.
2012 - 2016, Expectations of shareholders of Hacettepe University, and their corporate belonging, feelings and thoughts towards satisfaction, Hacettepe University BAP.
2007 - 2009, Financing of Education and Education Expenditure Information System in Turkey, TUBITAK 1001.
2005 - 2007, Department of Statistics Qualitative Research Studio Project, Hacettepe University BAP.
2005 - 2006, SPAC Soft Research and Software Development Project, TUBITAK, The responsibility of "Design of Experiments", "Analysis of Variance" and "General Linear Models" modules.
Editorial Boards:
* Scientific Reports, Springer Nature (Area Editor, 2025 - )
* Hacettepe Journal of Mathematics and Statistics (Area Editor, 2020 - 2025),
* Current Index to Statistics (Contributing Editor, 2015 - 2017),
Research fields
- 490501 Applied statistics
- 460204 Fuzzy computation
- 4611 Machine learning
- 490503 Computational statistics
- 490506 Probability theory
UN sustainable development goals
- 13 Climate Action
- 7 Affordable and Clean Energy
- 9 Industry, Innovation and Infrastructure
Academic positions
- Senior Lecturer of Analytics
- RMIT University
- School of Science, Mathematical Sciences
- Melbourne, Australia
- 1 Jan 2020 – Present
- Lecturer of Analytics
- RMIT University
- School of Science, Mathematical Sciences
- Melbourne, Australia
- 1 Jan 2016 – 1 Jan 2020
- Assistant Professor, Faculty of Science
- Hacettepe University
- Department of Statistics
- Ankara, Turkey
- 1 Feb 2013 – 30 Sep 2013
- Docent, Faculty of Science
- Hacettepe University
- Department of Statistics
- Ankara, Turkey
- 1 Jan 2013 – 31 Dec 2016
- Memeber of The Board of Drictors
- Hacettepe University
- Psychometrics Research Center
- Ankara, Turkey
- 2013 – 2016
- Lecturer, Faculty of Science
- Hacettepe University
- Department of Statistics
- Ankara, Turkey
- 1 Jan 2009 – 31 Jan 2013
- Research Assistant, Faculty of Science
- Hacettepe University
- Department of Statistics
- Ankara, Turkey
- 1 Jan 2002 – 31 Dec 2009
Non-academic positions
- Coordinator, Determination of Statistical Performance of Tests Used to Examine Cryptographic Randomness
- Scientific and Technological Research Council of Turkey
- Ankara, Turkey
- 1 Jan 2015 – 1 Feb 2016
Supervisor projects
- Fuzzy Approaches to the Regression Problem
- 20 Dec 2023
- Fuzzy Bayesian Regression Models for the Prediction of Wildfire Occurrence Probability
- 15 Nov 2022
- Model-based analysis of vaccination effectiveness across US states and Brazilian cities
- 4 Jul 2022
- Experimental Designs for Response Surface Methodology
- 1 Jul 2022
- Fuzzy Approaches to the Classification Problem
- 25 Feb 2022
- Causal Inference of Multiple Heterogeneous Responses Using Additive Gaussian Processes
- 10 Feb 2021
- Fuzzy Approaches against Outliers and Applications in Wind Energy
- 20 Feb 2020
- Central Composite Designs with Missing Observations: Evaluation and Comparisons
- 7 Nov 2019
- Bayesian Spatiotemporal Models for Infectious Diseases in Relation to Health Inequality
- 30 Aug 2019
- Bayesian Meta-Analysis for Rare Events
- 10 Jul 2019
- Inter-rater Agreement Measures for Ordinal Outcomes
- 1 Mar 2017
- Bayesian Approaches in Health Information Management
- 6 Feb 2017
- Bayesian Inference in Ecological and Epidemiological Models
- 17 Jan 2017
Teaching interests
Senior Lecturer of Analytics
Teaching in Statistics and Analytics
Research in Statistics, Machine Learning and Artificial Intelligence
Industry collaboration in modelling and decision support systems
Research interests
Research interests
Bayesian inference
fuzzy regression and classification
artificial intelligence
categorical data analysis
ecological informatics
For more information about Dr Haydar Demirhan's research activity, please visit his personal website.
