Hadi Akbarzadeh Khorshidi

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 A Khorshidi

Journal article  |  2023  |  ACM COMPUTING SURVEYS

The Internet of Things (IoT) is enabled by the latest developments in smart sensors, communication technologies, and Internet prot..

A parametric similarity measure for extended picture fuzzy sets and its application in pattern recognition

B Farhadinia, U Aickelin, HA Khorshidi

Journal article  |  2022  |  Iranian Journal of Fuzzy Systems

This article advances the idea of extended picture fuzzy set (E-PFS), which is especially an augmentation of generalised spherical..

Expert-Machine Collaborative Decision Making: We Need Healthy Competition

Uwe Aickelin, Mansoureh Maadi, Hadi Akbarzadeh Khorshidi

Journal article  |  2022  |  IEEE INTELLIGENT SYSTEMS

Much has been written and discussed in previous years about human-AI interaction. However, the debate so far has mainly concentrat..

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

A Hafezalkotob, K Fardi, U Aickelin, S Chaharbaghi, H Akbarzadeh Khorshidi

Journal article  |  2022  |  Computers and Industrial Engineering

Similar to other human-made institutes, healthcare systems often experience post-disaster disruptions in performance, which can po..

Multi-objective Semi-supervised clustering for finding predictive clusters

Z Ghasemi, HA Khorshidi, U Aickelin

Journal article  |  2022  |  Expert Systems with Applications

This study concentrates on clustering problems and aims to find compact clusters that are informative regarding the outcome variab..

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

Saeed Aramesh, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

Journal article  |  2022  |  NEURAL COMPUTING & APPLICATIONS

Resource constraint project scheduling problem (RCPSP) is one of the most important problems in the scheduling environment. This p..

Call for Papers IEEE Transactions on Evolutionary Computation Special Issue on Multi-objective Evolutionary Optimization in Machine Learning

HA Khorshidi, U Aickelin, R Qu, H Charkhgard

Journal article  |  2022  |  IEEE Transactions on Evolutionary Computation

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

Yuxuan Yang, Hadi Khorshidi, Uwe Aickelin

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

In many real-life classification tasks, the issue of imbalanced data is commonly observed. The workings of mainstream machine lear..

Shape and size optimization of truss structures by Chaos game optimization considering frequency constraints

M Azizi, U Aickelin, HA Khorshidi, MB Shishehgarkhaneh

Journal article  |  2022  |  Journal of Advanced Research

Introduction: An engineering system consists of properly established activities and is put together to achieve a predefined goal. ..

A survey on Optimisation-based Semi-supervised Clustering Methods

Zahra Ghasemi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Conference Proceedings  |  2021  |  2021 IEEE International Conference on Big Knowledge (ICBK)

Clustering methods are developed for categorizing data points into different groups so that data points within each group have hig..