STAFF PROFILE
Dr Haydar Demirhan
Position:
Senior Lecturer
College / Portfolio:
STEM College
School / Department:
STEM|School of Science
Phone:
+61399252729
Email:
haydar.demirhan@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
Past academic experience
- 2020 - , Senior Lecturer of Analytics, RMIT University, School of Science, Mathematical Sciences.
- 2016 - 2020, Lecturer of Analytics, RMIT University, School of Science, Mathematical Sciences.
- 2013 - 2016, Docent, Hacettepe University, Faculty of Science, Department of Statistics.
- 2013 - 2016, Member of the Board of Directors, Hacettepe University, Psychometrics Research Center.
- FEB 2013 - SEP 2013, Assistant Professor, Hacettepe University, Faculty of Science, Department of Statistics.
- 2009 - 2013, Lecturer, Hacettepe University, Faculty of Science, Department of Statistics.
- 2002 - 2009, Research Assistant, Hacettepe University, Faculty of Science, Department of Statistics.
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.
Publication list on:
Project activity in the last five years
- 2015 - Ongoing, Determination of Statistical Performance of Tests Used to Examine Cryptographic Randomness, Coordinator, supported by The Scientific and Technological Research Council of Turkey.
- 2014 - 2016, The Antecedents and Outcomes of Mobbing: Hacetepe University Case, Researcher, supported by Hacettepe University.
- 2013 - 2016, Determination of Factors Affecting University Choices of 4th Year High School Students in Ankara, Researcher, supported by Hacettepe University.
- 2012 - 2016, Expectations of shareholders of Hacettepe University, and their corporate belonging, feelings and thoughts towards satisfaction, Researcher, supported by Hacettepe University.
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
Available by e-mail during working hours.
- Docent in Statistics, Inter-University Council, Turkey, 2013.
- Ph.D. in Statistics, Hacettepe University, Ankara, Turkey, 2004 – 2009. Dissertation title: Bayesian Approaches to the Mixed Logarithmic Linear Models. Supervisor: Prof. Dr. Canan Hamurkaroglu.
- M.Sc. in Statistics, Hacettepe University, Ankara, Turkey, 2002 – 2004. Dissertation title: Bayesian Approaches to the Mixed Logarithmic Linear Models. Supervisor: Prof. Dr. Canan Hamurkaroglu.
- B.Sc. in Statistics (with Hons.), Hacettepe University, Ankara, Turkey, 1997 – 2002.
Editorial Board
- Area Editor at Hacettepe Journal of Mathematics and Statistics
Reviews for
- See Web of Science page for details
Memberships
- Institute of Mathematical Statistics (IMS)
- International Society for Bayesian Analysis (ISBA)
- Turkish Statistical Association
- Informatics Association of Turkey
- European Network for Business and Industrial Statistics (ENBIS)
Committees
- First National Young Statisticians Symposium, 2013 – Member of Scientific Committee
- ISBA/Industrial Statistics Section – Member of Nominating Committee for the offices of program chair and treasurer, 2013
- Science Committee of Faculty of Science Hacettepe University, 2013, 2014
- ISBA/Industrial Statistics Section – Secretary, 2014-2016
- Turkish Statistical Association – Member of Board of Directors, 2014-2016
- Dokuz Eylul University International Symposium Series on Graduate Research, 2022 – Member of Organising Committee for Data Science Section
- Dokuz Eylul University International Symposium Series on Graduate Research, 2023 – Member of Organising Committee and Scientific Committee for Data Science Section
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.
- Charizanos, G.,Demirhan, H.,Icen, D. (2024). A Monte Carlo fuzzy logistic regression framework against imbalance and separation In: Information Sciences, 655, 1 - 24
- Charizanos, G.,Demirhan, H. (2023). Bayesian prediction of wildfire event probability using normalized difference vegetation index data from an Australian forest In: Ecological Informatics, 73, 1 - 16
- Demirhan, H.,Yilmaz, A. (2023). Detection of grey zones in inter-rater agreement studies In: BMC Medical Research Methodology, 23, 1 - 15
- Yilmaz, A.,Demirhan, H. (2023). Weighted kappa measures for ordinal multi-class classification performance In: Applied Soft Computing, 134, 1 - 16
- He, D.,Lin, L.,Artzy-Randrup, Y.,Demirhan, H.,Cowling, B.,Stone, L. (2023). Resolving the enigma of Iquitos and Manaus: A modeling analysis of multiple COVID-19 epidemic waves in two Amazonian cities In: Proceedings of the National Academy of Sciences, 120, 1 - 9
- Chakravarty, S.,Demirhan, H.,Baser, F. (2022). Modified fuzzy regression functions with a noise cluster against outlier contamination In: Expert Systems with Applications, 205, 1 - 19
- Chakravarty, S.,Demirhan, H.,Baser, F. (2022). Robust wind speed estimation with modified fuzzy regression functions with a noise cluster In: Energy Conversion and Management, 266, 1 - 18
- Lope, D.,Demirhan, H. (2022). Spatiotemporal Bayesian estimation of the number of under-reported COVID-19 cases in Victoria Australia In: PeerJ, 10, 1 - 22
- Lope, D.,Demirhan, H.,Dolgun, N. (2022). Bayesian estimation of the effect of health inequality in disease detection In: International Journal for Equity in Health, 21, 1 - 17
- Demirhan, H. (2022). Solar photovoltaic utilization in electricity generation to tackle climate change In: Journal of Environmental Informatics, 40, 41 - 55
Note: Supervision projects since 2004
5 PhD Current Supervisions7 PhD Completions and 1 Masters by Research Completions
Bayesian modelling, Categorical data analysis, Monte Carlo simulation, Environmental modelling, Cryptographic randomness, Probability, Mathematical statistics
- CMCRC Student Agreement in Health Analytics - Industry partner: Cabrini Health. Funded by: Rozetta Institute Limited Scholarship from (2017 to 2020)