Hadi Akbarzadeh Khorshidi

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

Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Conference Proceedings  |  2020  |  IEEE International Conference on Fuzzy Systems

This paper primarily presents two methods of ranking aggregated fuzzy numbers from intervals using the Interval Agreement Approach..

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

Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Journal article  |  2020  |  Journal of the Operational Research Society

In this study, we propose a multicriteria group decision-making (MCGDM) algorithm under uncertainty where data is collected as int..

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..

Similarity measure for aggregated fuzzy numbers from interval-valued data

Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Journal article  |  2020  |  Soft Computing Letters

This paper presents a method to compute the degree of similarity between two aggregated fuzzy numbers from intervals using the Int..

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

Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Journal article  |  2020  |  International Journal of Intelligent Systems

This contribution reviews critically the existing entropy measures for probabilistic hesitant fuzzy sets (PHFSs), and demonstrates..

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..