Uwe Aickelin

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 scoping review of supervised learning modelling and data-driven optimisation in monoclonal antibody process development

Tien Dung Pham, Chaitanya Manapragada, Yuan Sun, Robert Bassett, Uwe Aickelin

Journal article  |  2023  |  Digital Chemical Engineering

Background: Supervised learning modelling and data-driven optimisation (SLDO) methods have only recently gathered interest in the ..

Corrigendum to "Novel dynamic fuzzy Decision-Making framework for COVID-19 vaccine dose recipients" [J. Adv. Res. 37 (2022) 147-168].

OS Albahri, AA Zaidan, AS Albahri, HA Alsattar, Rawia Mohammed, Uwe Aickelin, Gang Kou, FM Jumaah, Mahmood M Salih, AH Alamoodi, BB Zaidan, Mamoun Alazab, Alhamzah Alnoor, Jameel R Al-Obaidie

Journal article  |  2023  |  J Adv Res

The authors regret that there was a mistake with the affiliations of the authors ‘A.H. Alamoodi, O.S. Albahri, A.S. Albahri’. The ..

Pharmaceutical process optimisation: Decision support under high uncertainty

TD Pham, C Manapragada, N Rajan, U Aickelin

Journal article  |  2023  |  Computers and Chemical Engineering

Optimisation of cell culture processes is an extremely challenging problem for the biomanufacturing industry. Limited data availab..

Energy valley optimizer: a novel metaheuristic algorithm for global and engineering optimization.

Mahdi Azizi, Uwe Aickelin, Hadi A Khorshidi, Milad Baghalzadeh Shishehgarkhaneh

Journal article  |  2023  |  Sci Rep

In this paper, Energy Valley Optimizer (EVO) is proposed as a novel metaheuristic algorithm inspired by advanced physics principle..

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..

Engineering Blockchain Based Software Systems: Foundations, Survey, and Future Directions

Mahdi Fahmideh, John Grundy, Aakash Ahmad, Jun Shen, Jun Yan, Davoud Mougouei, Peng Wang, Aditya Ghose, Anuradha Gunawardana, Uwe Aickelin, Babak Abedin

Journal article  |  2022  |  ACM Computing Surveys

Many scientific and practical areas have shown increasing interest in reaping the benefits of blockchain technology to empower sof..