All Stories

  1. Development of a Machine Learning Model for Predicting Treatment-Related Amenorrhea in Young Women with Breast Cancer

    Article • Bioengineering, October 2025, MDPI AG

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  2. Development of a Machine Learning Model for Predicting Treatment-Related Amenorrhea in Young Women with Breast Cancer

    Article • October 2025, MDPI AG

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  3. Understanding Delayed Diabetes Diagnosis: An Agent-Based Model of Health-Seeking Behavior

    Article • Medical Decision Making, April 2025, SAGE Publications

    Dr Hadi Akbarzadeh Khorshidi

  4. Integrating Multi-Cancer Early Detection (MCED) Tests with Standard Cancer Screening: System Dynamics Model Development and Feasibility Testing

    Article • PharmacoEconomics - Open, October 2024, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  5. Editorial: Special issue on operations research and machine learning

    Article • INFOR Information Systems and Operational Research, March 2024, Taylor & Francis

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  6. A Lightweight-Window-Portion-Based Multiple Imputation for Extreme Missing Gaps in IoT Systems

    Article • IEEE Internet of Things Journal, February 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  7. A Diversity-Based Synthetic Oversampling Using Clustering for Handling Extreme Imbalance

    Article • SN Computer Science, November 2023, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  8. Cloud model-based best-worst method for group decision making under uncertainty

    Article • INFOR Information Systems and Operational Research, October 2023, Taylor & Francis

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  9. System dynamics simulation for evaluating implementation strategies of genomic sequencing: tutorial and conceptual model

    Article • Expert Review of Pharmacoeconomics & Outcomes Research, October 2023, Taylor & Francis

    Dr Hadi Akbarzadeh Khorshidi

  10. Evaluation of the Early Intervention Physiotherapist Framework for Injured Workers in Victoria, Australia: Data Analysis Follow-Up

    Article • Healthcare, August 2023, MDPI AG

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  11. Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning

    Article • IEEE Transactions on Evolutionary Computation, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  12. Evaluation of the Early Intervention Physiotherapist Framework for Injured Workers in Victoria, Australia: Data Analysis Follow-up

    Article • July 2023, MDPI AG

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  13. Health Economic Evidence and Modeling Challenges for Liquid Biopsy Assays in Cancer Management: A Systematic Literature Review

    Article • PharmacoEconomics, June 2023, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  14. Mapping the State of the Art

    Article • May 2023, Taylor & Francis

    Dr Hadi Akbarzadeh Khorshidi

  15. A Comprehensive Survey on Imputation of Missing Data in Internet of Things

    Article • ACM Computing Surveys, December 2022, ACM (Association for Computing Machinery)

    Prof Uwe Aickelin, Dr Hadi Akbarzadeh Khorshidi

  16. Expert–Machine Collaborative Decision Making: We Need Healthy Competition

    Article • IEEE Intelligent Systems, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  17. A hybrid mathematical modelling approach for energy generation from hazardous waste during the COVID-19 pandemic

    Article • Journal of Cleaner Production, September 2021, Elsevier

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  18. Constructing classifiers for imbalanced data using diversity optimisation

    Article • Information Sciences, July 2021, Elsevier

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  19. A Review on Human–AI Interaction in Machine Learning and Insights for Medical Applications

    Article • International Journal of Environmental Research and Public Health, February 2021, MDPI AG

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  20. On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models

    Article • February 2021, ACM (Association for Computing Machinery)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  21. An interval-based aggregation approach based on Bagging and Interval Agreement Approach in ensemble learning

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  22. Multicriteria group decision-making under uncertainty using interval data and cloud models

    Article • Journal of the Operational Research Society, August 2020, Taylor & Francis

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  23. Similarity measure for aggregated fuzzy numbers from interval-valued data

    Article • Soft Computing Letters, August 2020, Elsevier

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  24. Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making

    Article • International Journal of Intelligent Systems, July 2020, Wiley

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  25. Machine learning with incomplete datasets using multi-objective optimization models

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  26. Methods of ranking for aggregated fuzzy numbers from interval-valued data

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  27. Missing data imputation using decision trees and fuzzy clustering with iterative learning

    Article • Knowledge and Information Systems, December 2019, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  28. An Interpretable Algorithm on Post-injury Health Service Utilization Patterns to Predict Injury Outcomes

    Article • Journal of Occupational Rehabilitation, October 2019, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  29. Multi-objective semi-supervised clustering to identify health service patterns for injured patients

    Article • Health Information Science and Systems, August 2019, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  30. Predictors of Return to Work for Occupational Rehabilitation Users in Work-Related Injury Insurance Claims: Insights from Mental Health

    Article • Journal of Occupational Rehabilitation, March 2019, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  31. A Hybrid Missing Data Imputation Method for Constructing City Mobility Indices

    Article • January 2019, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  32. Early Identification of Undesirable Outcomes for Transport Accident Injured Patients Using Semi-Supervised Clustering

    Article • January 2019, IOS Press

    Dr Hadi Akbarzadeh Khorshidi, Prof Uwe Aickelin

  33. A new iterative fuzzy clustering algorithm for multiple imputation of missing data

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  34. A new method for similarity measure of the generalized trapezoidal fuzzy numbers

    Article • Applied Soft Computing, March 2017, Elsevier

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  35. A maintenance waste risk appraisal model based on modified failure mode and effect analysis (FMEA)

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi

  36. A value-driven approach for optimizing reliability-redundancy allocation problem in multi-state weighted k-out-of-n system

    Article • Journal of Manufacturing Systems, July 2016, Elsevier

    Dr Hadi Akbarzadeh Khorshidi

  37. Data-Driven System Reliability and Failure Behavior Modeling Using FMECA

    Article • IEEE Transactions on Industrial Informatics, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  38. Reliability Optimization for Multi-state Systems Dynamically

    Article • Applied Stochastic Models in Business and Industry, May 2016, Wiley

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  39. Statistical process control application on service quality using SERVQUAL and QFD with a case study in trains’ services

    Article • The TQM Journal, March 2016, Emerald

    Associate Professor Indra Gunawan, Dr Hadi Akbarzadeh Khorshidi

  40. Fuzzy risk analysis by similarity-based multi-criteria approach to classify alternatives

    Article • International Journal of Systems Assurance Engineering and Management, January 2016, Springer Science + Business Media

    Dr Hadi Akbarzadeh Khorshidi

  41. An investigation on imperialist competitive algorithm for solving reliability-redundancy allocation problems

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh Khorshidi

  42. URPN measure for FMEA

    Article • Quality and Reliability Engineering International, June 2015, Wiley

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  43. Application of Fuzzy Risk Analysis for Selecting Critical Processes in Implementation of SPC with a Case Study

    Article • Group Decision and Negotiation, April 2015, Springer Science + Business Media

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  44. Reliability centered maintenance using system dynamics approach

    Article • March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  45. A new modified FMEA model for ranking the risk of maintenance waste considering hierarchy of root causes and effects

    Article • International Journal of Quality Engineering and Technology, January 2015, Inderscience Publishers

    Dr Hadi Akbarzadeh Khorshidi

  46. Reliability and Maintenance Planning for Multi-state Systems using Financial Concepts

    Article • The Engineering Economist, August 2014, Taylor & Francis

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  47. Financial view and profitability evaluation on multi-state weighted k-out-of-n:F system reliability

    Article • International Journal of Reliability and Safety, January 2014, Inderscience Publishers

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  48. Social impact assessment on metro development with a case study in Eastern District of Tehran

    Article • International Journal of Society Systems Science, January 2014, Inderscience Publishers

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  49. An optimization model for multi-state weighted kout-of-n system reliability value

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  50. Investigation on system reliability optimization based on classification of criteria

    Article • February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  51. Implementation of SPC with FMEA in less-developed industries with a case study in car battery manufactory

    Article • International Journal of Quality and Innovation, January 2013, Inderscience Publishers

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  52. System reliability optimization using time value of money

    Article • The International Journal of Advanced Manufacturing Technology, June 2012, Springer Science + Business Media

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  53. Optimising service quality translating via quantitative quality function deployment

    Article • International Journal of Services and Standards, January 2011, Inderscience Publishers

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi

  54. A new approach for fuzzy risk analysis based on similarity by using decision making approach

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hadi Akbarzadeh/A Khorshidi, Dr Hadi Akbarzadeh Khorshidi