Hadi Akbarzadeh Khorshidi

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

S Nikfalazar, CH Yeh, S Bedingfield, HA Khorshidi

Journal article  |  2020  |  Knowledge and Information Systems

Various imputation approaches have been proposed to address the issue of missing values in data mining and machine learning applic..

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

Hadi Akbarzadeh Khorshidi, Miriam Marembo, Uwe Aickelin

Journal article  |  2019  |  Journal of Occupational Rehabilitation

Purpose This study evaluates the Occupational Rehabilitation (OR) initiatives regarding return to work (RTW) and sustaining at wor..

Imputation techniques on missing values in breast cancer treatment and fertility data.

Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate

Journal article  |  2019  |  Health Information Science and Systems

Clinical decision support using data mining techniques offers more intelligent way to reduce the decision error in the last few ye..

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

Hadi Akbarzadeh Khorshidi, Behrooz Hassani-Mahmooei, Gholamreza Haffari

Journal article  |  2019  |  Journal of Occupational Rehabilitation

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

Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Gholamreza Haffari, Behrooz Hassani-Mahmooei

Journal article  |  2019  |  Health Information Science and Systems

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

Hadi A Khorshidi, Gholamreza Haffari, Uwe Aickelin, Behrooz Hassani-Mahmooei

Journal article  |  2019  |  Studies in Health Technology and Informatics

Identifying those patient groups, who have unwanted outcomes, in the early stages is crucial to providing the most appropriate lev..

A hybrid missing data imputation method for constructing city mobility indices

S Nikfalazar, CH Yeh, S Bedingfield, HA Khorshidi

Conference Proceedings  |  2019  |  Communications in Computer and Information Science

Performance evaluation of city mobility supply and demand

S Nikfalazar, CH Yeh, S Bedingfield, H Akbarzadeh Khorshidi

Conference Proceedings  |  2019  |  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

Copyright © 2018 International Business Information Management Association (IBIMA). City mobility is an essential strategic decisi..

An improved similarity measure for generalized fuzzy numbers and its application to fuzzy risk analysis

Hadi Akbarzade Khorshidi, Sanaz Nikfalazar

Journal article  |  2017  |  Applied Soft Computing

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

Sanaz Nikfalazar, Chung-Hsing Yeh, Susan Bedingfield, Hadi A Khorshidi

Conference Proceedings  |  2017  |  2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

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

Sanaz Nikfalazar, Hadi Akbarzade Khorshidi, Ali Zeinal Hamadani

Journal article  |  2016  |  International Journal of System Assurance Engineering and Management

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

Hadi Akbarzade Khorshidi, Indra Gunawan, M Yousef Ibrahim

Journal article  |  2016  |  Journal of Manufacturing Systems

A dynamic unreliability assessment and optimal maintenance strategies for multistate weighted k-out-of-n:F systems

Hadi Akbarzade Khorshidi, Indra Gunawan, Yousef Ibrahim

Journal article  |  2016  |  Applied Stochastic Models in Business and Industry

Data-Driven System Reliability and Failure Behavior Modeling Using FMECA

Hadi Akbarzade Khorshidi, Indra Gunawan, M Yousef Ibrahim

Journal article  |  2016  |  IEEE Transactions on Industrial Informatics

Applying UGF Concept to Enhance the Assessment Capability of FMEA

Hadi Akbarzade Khorshidi, Indra Gunawan, M Yousef Ibrahim

Journal article  |  2016  |  Quality and Reliability Engineering International

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

HA Khorshidi, S Nikfalazar, I Gunawan

Journal article  |  2016  |  The TQM Journal

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

Hadi Akbarzade Khorshidi, Indra Gunawan, Sanaz Nikfalazar

Journal article  |  2016  |  Group Decision and Negotiation

A Maintenance Waste Risk Appraisal Model Based on Modified Failure Mode and Effect Analysis (FMEA)

Agung Sutrisno, Indra Gunawan, Iwan Vanany, Hadi Akbarzadeh Khorshidhi

Conference Proceedings  |  2016  |  2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

On Reliability Evaluation of Multistate Weighted k-out-of-n System Using Present Value

Hadi Akbarzade Khorshidi, Indra Gunawan, M Yousef Ibrahim

Journal article  |  2015  |  The Engineering Economist

Reliability centered maintenance using System Dynamics Approach

Hadi A Khorshidi, Indra Gunawan, M Yousef Ibrahim

Conference Proceedings  |  2015  |  2015 IEEE International Conference on Industrial Technology (ICIT)

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

A Sutrisno, I Gunawan, HA Khorshidi, S Tangkuman

Journal article  |  2015  |  International Journal of Quality Engineering and Technology

A bi-objective dynamic model for multi-state weighted k-out-of-n system reliability

HA Khorshidi, I Gunawan, MY Ibrahim

Conference Proceedings  |  2015  |  Safety and Reliability of Complex Engineered Systems - Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015

System dynamics modeling for multi-state systems

HA Khorshidi, I Gunawan, MY Ibrahim

Conference Proceedings  |  2015  |  Safety and Reliability of Complex Engineered Systems - Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015

An Investigation on Imperialist Competitive Algorithm for Solving Reliability-Redundancy Allocation Problems

HA Khorshidi, I Gunawan, A Sutrisno, S Nikfalazar

Conference Proceedings  |  2015  |  2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

Financial view and profitability evaluation on multistate weighted k-out-of-n:F system reliability

HA Khorshidi, I Gunawan, MY Ibrahim

Journal article  |  2014  |  International Journal of Reliability and Safety

System reliability optimization using time value of money

Ali Zeinal Hamadani, Hadi Akbarzade Khorshidi

Journal article  |  2013  |  The International Journal of Advanced Manufacturing Technology

An optimization model for multi-state weighted k-out-of-n system reliability value

HA Khorshidi, I Gunawan, M Yousef Ibrahim

Conference Proceedings  |  2013  |  IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society

Investigation on System Reliability Optimization Based on Classification of Criteria

HA Khorshidi, I Gunawan, M Yousef Ibrahim

Conference Proceedings  |  2013  |  2013 IEEE International Conference on Industrial Technology (ICIT)

Optimising service quality translating via quantitative quality function deployment

HA Khorshidi, SR Hejazi

Journal article  |  2011  |  International Journal of Services and Standards

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

H Haleh, H Akbrzade Khorshidi, SM Hoseini

Conference Proceedings  |  2010  |  2010 IEEE International Conference on Management of Innovation & Technology