Hadi Akbarzadeh Khorshidi

43 papers A 1B 2C 2Misc 1Journal 29Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A synthetic over-sampling method with minority and majority classes for imbalance problems. Knowl. Inf. Syst. Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2025	—	`conf`	Turning Uncertainty to Information by Intervals in Ensemble Classifiers. PAKDD (6) Mansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Michael Kirley
2024	J	`jnl`	A review on over-sampling techniques in classification of multi-class imbalanced datasets: insights for medical problems. Frontiers Digit. Health Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2024	J	`jnl`	Cloud model-based best-worst method for group decision making under uncertainty. INFOR Inf. Syst. Oper. Res. Behzad Minaei, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Arash Geramian
2024	J	`jnl`	Editorial: Special issue on operations research and machine learning. INFOR Inf. Syst. Oper. Res. Hadi Akbarzadeh Khorshidi, Marzieh Soltanolkottabi, Richard Allmendinger, Uwe Aickelin
2023	J	`jnl`	A Diversity-Based Synthetic Oversampling Using Clustering for Handling Extreme Imbalance. SN Comput. Sci. Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2023	—	`conf`	An Uncertainty-Accuracy-Based Score Function for Wrapper Methods in Feature Selection. FUZZ Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2023	J	`jnl`	Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning. IEEE Trans. Evol. Comput. Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Rong Qu, Hadi Charkhgard
2023	A	`conf`	Uncertainty in Selective Bagging: A Dynamic Bi-objective Optimization Model. SDM Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2022	J	`jnl`	A cooperative robust human resource allocation problem for healthcare systems for disaster management. Comput. Ind. Eng. Ashkan Hafezalkotob, Keyvan Fardi, Uwe Aickelin, Samaneh Chaharbaghi, Hadi Akbarzadeh Khorshidi
2022	J	`jnl`	A hybrid projection method for resource-constrained project scheduling problem under uncertainty. Neural Comput. Appl. Saeed Aramesh, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2022	C	`conf`	Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data. IJCCI Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2022	J	`jnl`	Expert-Machine Collaborative Decision Making: We Need Healthy Competition. IEEE Intell. Syst. Uwe Aickelin, Mansoureh Maadi, Hadi Akbarzadeh Khorshidi
2022	J	`jnl`	Modeling of Whole Genomic Sequencing Implementation using System Dynamics and Game Theory. CoRR Marzieh Soltanolkottabi, Hadi Akbarzadeh Khorshidi, Maarten J. IJzerman
2022	J	`jnl`	Multi-objective Semi-supervised Clustering for Finding Predictive Clusters. CoRR Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2022	J	`jnl`	Multi-objective Semi-supervised clustering for finding predictive clusters. Expert Syst. Appl. Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2021	—	`conf`	A Robust Mathematical Model for Blood Supply Chain Network using Game Theory. ICBK Jaber Valizadeh, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2021	J	`jnl`	A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning. CoRR Mansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2021	—	`conf`	A survey on Optimisation-based Semi-supervised Clustering Methods. ICBK Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2021	—	`conf`	Collaborative Human-ML Decision Making Using Experts' Privileged Information Under Uncertainty. HUMAN@AAAI Fall Symposium Mansoureh Maadi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2021	J	`jnl`	Multicriteria group decision-making under uncertainty using interval data and cloud models. J. Oper. Res. Soc. Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2021	—	`conf`	On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models. ACSW Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Aditi Nevgi, Elif Ekinci
2020	—	`conf`	An interval-based aggregation approach based on Bagging and Interval Agreement Approach in ensemble learning. SSCI Mansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2020	J	`jnl`	Higher order hesitant fuzzy Choquet integral operator and its application to multiple criteria decision making. CoRR Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2020	J	`jnl`	Imputation techniques on missing values in breast cancer treatment and fertility data. CoRR Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
2020	B	`conf`	Machine learning with incomplete datasets using multi-objective optimization models. IJCNN Hadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin
2020	J	`jnl`	Machine learning with incomplete datasets using multi-objective optimization models. CoRR Hadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin
2020	B	`conf`	Methods of ranking for aggregated fuzzy numbers from interval-valued data. FUZZ-IEEE Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2020	J	`jnl`	Methods of ranking for aggregated fuzzy numbers from interval-valued data. CoRR Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2020	J	`jnl`	Missing data imputation using decision trees and fuzzy clustering with iterative learning. Knowl. Inf. Syst. Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi
2020	J	`jnl`	Multi-objective semi-supervised clustering to identify health service patterns for injured patients. CoRR Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Gholamreza Haffari, Behrooz Hassani-Mahmooei
2020	J	`jnl`	Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models. CoRR Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2020	J	`jnl`	On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models. CoRR Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Aditi Nevgi, Elif Ekinci
2020	J	`jnl`	Similarity measure for aggregated fuzzy numbers from interval-valued data. CoRR Justin Kane Gunn, Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2020	J	`jnl`	Synthetic Over-sampling with the Minority and Majority classes for imbalance problems. CoRR Hadi Akbarzadeh Khorshidi, Uwe Aickelin
2020	J	`jnl`	Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values. CoRR Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
2020	J	`jnl`	Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making. CoRR Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2020	J	`jnl`	Uncertainty measures for probabilistic hesitant fuzzy sets in multiple criteria decision making. Int. J. Intell. Syst. Bahram Farhadinia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi
2019	J	`jnl`	Imputation techniques on missing values in breast cancer treatment and fertility data. Health Inf. Sci. Syst. Xuetong Wu, Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Zobaida Edib, Michelle Peate
2019	J	`jnl`	Multi-objective semi-supervised clustering to identify health service patterns for injured patients. Health Inf. Sci. Syst. Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Gholamreza Haffari, Behrooz Hassani-Mahmooei
2018	Misc	`conf`	A Hybrid Missing Data Imputation Method for Constructing City Mobility Indices. AusDM Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi
2015	—	`conf`	Reliability centered maintenance using system dynamics approach. ICIT Hadi Akbarzadeh Khorshidi, Indra Gunawan, M. Yousef Ibrahim
2013	C	`conf`	An optimization model for multi-state weighted kout-of-n system reliability value. IECON Hadi Akbarzadeh Khorshidi, Indra Gunawan, M. Yousef Ibrahim