Hadi Akbarzadeh Khorshidi

According to our database, Hadi Akbarzadeh Khorshidi authored at least 40 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Deepak Adhikari, Wei Jiang, Jinyu Zhan, Maregu Assefa, Hadi Akbarzade Khorshidi, Uwe Aickelin, Danda B. Rawat

IEEE Internet Things J., February, 2024

2023

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

Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

SN Comput. Sci., November, 2023

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

Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Rong Qu, Hadi Charkhgard

IEEE Trans. Evol. Comput., 2023

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

Deepak Adhikari, Wei Jiang, Jinyu Zhan, Zhiyuan He, Danda B. Rawat, Uwe Aickelin, Hadi Akbarzade Khorshidi

ACM Comput. Surv., 2023

Uncertainty in Selective Bagging: A Dynamic Bi-objective Optimization Model.

Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

An Uncertainty-Accuracy-Based Score Function for Wrapper Methods in Feature Selection.

Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

A hybrid projection method for resource-constrained project scheduling problem under uncertainty.

Saeed Aramesh, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Neural Comput. Appl., 2022

Expert-Machine Collaborative Decision Making: We Need Healthy Competition.

Uwe Aickelin, Mansoureh Maadi, Hadi Akbarzadeh Khorshidi

IEEE Intell. Syst., 2022

Multi-objective Semi-supervised clustering for finding predictive clusters.

Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Expert Syst. Appl., 2022

Modeling of Whole Genomic Sequencing Implementation using System Dynamics and Game Theory.

Marzieh Soltanolkottabi, Hadi Akbarzadeh Khorshidi, Maarten J. IJzerman

CoRR, 2022

A cooperative robust human resource allocation problem for healthcare systems for disaster management.

Ashkan Hafezalkotob, Keyvan Fardi, Uwe Aickelin, Samaneh Chaharbaghi, Hadi Akbarzadeh Khorshidi

Comput. Ind. Eng., 2022

Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data.

Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

2021

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

Hadi Akbarzadeh Khorshidi, Uwe Aickelin

J. Oper. Res. Soc., 2021

Constructing classifiers for imbalanced data using diversity optimisation.

Hadi Akbarzade Khorshidi, Uwe Aickelin

Inf. Sci., 2021

A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning.

Mansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

CoRR, 2021

A Robust Mathematical Model for Blood Supply Chain Network using Game Theory.

Jaber Valizadeh, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

A survey on Optimisation-based Semi-supervised Clustering Methods.

Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

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

Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Aditi Nevgi, Elif Ekinci

Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021

Collaborative Human-ML Decision Making Using Experts' Privileged Information Under Uncertainty.

Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, 2021

2020

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

Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi

Knowl. Inf. Syst., 2020

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

Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Int. J. Intell. Syst., 2020

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

Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

CoRR, 2020

Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values.

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

CoRR, 2020

Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making.

Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

CoRR, 2020

Synthetic Over-sampling with the Minority and Majority classes for imbalance problems.

Hadi Akbarzadeh Khorshidi, Uwe Aickelin

CoRR, 2020

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

Mansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

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

Hadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

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

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

Health Inf. Sci. Syst., 2019

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

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

Health Inf. Sci. Syst., 2019

2018

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

Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

2017

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

Hadi Akbarzade Khorshidi, Sanaz Nikfalazar

Appl. Soft Comput., 2017

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

Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzade Khorshidi

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

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

Hadi Akbarzade Khorshidi, Indra Gunawan, M. Yousef Ibrahim

IEEE Trans. Ind. Informatics, 2016

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

Sanaz Nikfalazar, Hadi Akbarzade Khorshidi, Ali Zeinal Hamadani

Int. J. Syst. Assur. Eng. Manag., 2016

Applying UGF Concept to Enhance the Assessment Capability of FMEA.

Hadi Akbarzade Khorshidi, Indra Gunawan, M. Yousef Ibrahim

Qual. Reliab. Eng. Int., 2016

2015

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

Hadi Akbarzade Khorshidi, Indra Gunawan, Agung Sutrisno, Sanaz Nikfalazar

Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

Reliability centered maintenance using system dynamics approach.

Hadi Akbarzadeh Khorshidi, Indra Gunawan, M. Yousef Ibrahim

Proceedings of the IEEE International Conference on Industrial Technology, 2015

2013

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

Hadi Akbarzadeh Khorshidi, Indra Gunawan, M. Yousef Ibrahim

Proceedings of the IECON 2013, 2013

2011

Optimising service quality translating via quantitative quality function deployment.

Hadi Akbarzade Khorshidi, Seyed Reza Hejazi

Int. J. Serv. Stand., 2011