Dr Hadi Akbarzadeh Khorshidi

  • Room: Level: 08 Room: 12
  • Building: Doug McDonell Building
  • Campus: Parkville

Research interests

  • Artificial Intelligence
  • Data Mining
  • Machine Learning
  • Optimisation

Biography

Hadi is a Research Fellow in School of Computing and Information Systems (CIS). His research interests are Data mining, Optimisation, Machine learning and Uncertainty. He completed his PhD in Applied and Computational Mathematics at Monash University. Before joining CIS, He worked as a Senior Data Analyst in the Institute of Safety, Compensation and Recovery Research (ISCRR) at Monash University. He is a member of editorial board in International Journal of Quality and Reliability Management and The TQM Journal.

Recent publications

  1. Nikfalazar, S.; Yeh, CH.; Bedingfield, S.; Khorshidi, HA. A hybrid missing data imputation method for constructing city mobility indices. Communications in Computer and Information Science. Springer Singapore. 2019, Vol. 996, pp. 135-148. DOI: 10.1007/978-981-13-6661-1_11
  2. Khorshidi, HA.; Hassani-mahmooei, B.; Haffari, G. An Interpretable Algorithm on Post-injury Health Service Utilization Patterns to Predict Injury Outcomes. Journal of Occupational Rehabilitation. SPRINGER/PLENUM PUBLISHERS. 2019. DOI: 10.1007/s10926-019-09863-0
  3. Khorshidi, HA.; Haffari, G.; Aickelin, U.; Hassani-mahmooei, B. Early Identification of Undesirable Outcomes for Transport Accident Injured Patients Using Semi-Supervised Clustering.. Studies in Health Technology and Informatics. IOS Press. 2019, Vol. 266, pp. 1-6. DOI: 10.3233/SHTI190764
  4. Wu, X.; Akbarzadeh Khorshidi, H.; Aickelin, U.; Edib, Z.; Peate, M. Imputation techniques on missing values in breast cancer treatment and fertility data.. Health Information Science and Systems. Springer Science and Business Media LLC. 2019, Vol. 7, Issue 1, pp. 19-. DOI: 10.1007/s13755-019-0082-4
  5. Khorshidi, HA.; Aickelin, U.; Haffari, G.; Hassani-mahmooei, B. Multi-objective semi-supervised clustering to identify health service patterns for injured patients. Health Information Science and Systems. SPRINGER. 2019, Vol. 7, Issue 1. DOI: 10.1007/s13755-019-0080-6
  6. Nikfalazar, S.; Yeh, CH.; Bedingfield, S.; Akbarzadeh Khorshidi, H. Performance evaluation of city mobility supply and demand. Proceedings of the 32nd International Business Information Management Association Conference, IBIMA 2018 - Vision 2020: Sustainable Economic Development and Application of Innovation Management from Regional expansion to Global Growth. IBIMA. 2019, pp. 1688-1694.
  7. Akbarzadeh Khorshidi, H.; Marembo, M.; Aickelin, U. Predictors of Return to Work for Occupational Rehabilitation Users in Work-Related Injury Insurance Claims: Insights from Mental Health.. Journal of Occupational Rehabilitation. Springer Science and Business Media LLC. 2019, Vol. 29, Issue 4, pp. 740-753. DOI: 10.1007/s10926-019-09835-4
  8. Nikfalazar, S.; Yeh, C-H.; Bedingfield, S.; Khorshidi, HA. A new iterative fuzzy clustering algorithm for multiple imputation of missing data. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE. 2017. DOI: 10.1109/FUZZ-IEEE.2017.8015560
  9. Khorshidi, HA.; Nikfalazar, S. An improved similarity measure for generalized fuzzy numbers and its application to fuzzy risk analysis. Applied Soft Computing. ELSEVIER SCIENCE BV. 2017, Vol. 52, pp. 478-486. DOI: 10.1016/j.asoc.2016.10.020
  10. Khorshidi, HA.; Gunawan, I.; Ibrahim, Y. A dynamic unreliability assessment and optimal maintenance strategies for multistate weighted k-out-of-n:F systems. Applied Stochastic Models in Business and Industry. WILEY. 2016, Vol. 32, Issue 4, pp. 485-493. DOI: 10.1002/asmb.2173
  11. Sutrisno, A.; Gunawan, I.; Vanany, I.; Khorshidhi, HA. A Maintenance Waste Risk Appraisal Model Based on Modified Failure Mode and Effect Analysis (FMEA). 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE. 2016, Vol. 2016-December, pp. 1422-1425. DOI: 10.1109/IEEM.2016.7798112
  12. Khorshidi, HA.; Gunawan, I.; Ibrahim, MY. A value-driven approach for optimizing reliability-redundancy allocation problem in multi-state weighted k-out-of-n system. Journal of Manufacturing Systems. ELSEVIER SCI LTD. 2016, Vol. 40, pp. 54-62. DOI: 10.1016/j.jmsy.2016.06.002
  13. Khorshidi, HA.; Gunawan, I.; Nikfalazar, S. Application of Fuzzy Risk Analysis for Selecting Critical Processes in Implementation of SPC with a Case Study. Group Decision and Negotiation. SPRINGER. 2016, Vol. 25, Issue 1, pp. 203-220. DOI: 10.1007/s10726-015-9439-5
  14. Khorshidi, HA.; Gunawan, I.; Ibrahim, MY. Applying UGF Concept to Enhance the Assessment Capability of FMEA. Quality and Reliability Engineering International. WILEY. 2016, Vol. 32, Issue 3, pp. 1085-1093. DOI: 10.1002/qre.1817
  15. Khorshidi, HA.; Gunawan, I.; Ibrahim, MY. Data-Driven System Reliability and Failure Behavior Modeling Using FMECA. IEEE Transactions on Industrial Informatics. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2016, Vol. 12, Issue 3, pp. 1253-1260. DOI: 10.1109/TII.2015.2431224
  16. Nikfalazar, S.; Khorshidi, HA.; Hamadani, AZ. Fuzzy risk analysis by similarity-based multi-criteria approach to classify alternatives. International Journal of System Assurance Engineering and Management. SPRINGER INDIA. 2016, Vol. 7, Issue 3, pp. 250-256. DOI: 10.1007/s13198-016-0414-6
  17. Khorshidi, HA.; Nikfalazar, S.; Gunawan, I. Statistical process control application on service quality using SERVQUAL and QFD with a case study in trains' services. The TQM Journal. Emerald. 2016, Vol. 28, Issue 2, pp. 195-215. DOI: 10.1108/TQM-02-2014-0026
  18. Khorshidi, HA.; Gunawan, I.; Ibrahim, MY. A bi-objective dynamic model for multi-state weighted k-out-of-n system reliability. Safety and Reliability of Complex Engineered Systems - Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015. 2015, pp. 2229-2234.
  19. Sutrisno, A.; Gunawan, I.; Khorshidi, HA.; Tangkuman, S. A new modified FMEA model for ranking the risk of maintenance waste considering hierarchy of root causes and effects. International Journal of Quality Engineering and Technology. Inderscience Publishers. 2015, Vol. 5, Issue 3-4, pp. 217-237. DOI: 10.1504/IJQET.2015.075776
  20. Khorshidi, HA.; Gunawan, I.; Sutrisno, A.; Nikfalazar, S. An Investigation on Imperialist Competitive Algorithm for Solving Reliability-Redundancy Allocation Problems. 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE. 2015, Vol. 2016-January, pp. 1041-1045. DOI: 10.1109/IEEM.2015.7385807

View a full list of publications on the University of Melbourne’s ‘Find An Expert’ profile