Doug Creighton

Doug Creighton

Deakin University

H-index: 41

Oceania-Australia

About Doug Creighton

Doug Creighton, With an exceptional h-index of 41 and a recent h-index of 30 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Simulation, Optimisation, Computational Intelligence, Industrial Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

HSViT: Horizontally Scalable Vision Transformer

Autonomous Vehicle Path Tracking with Unreliable Reference Path

Towards designing a generic and comprehensive deep reinforcement learning framework

Optimisation of Multi-objective Rolling Stock Maintenance Scheduling with Harris’ Hawk Optimiser

Feature Selection for Cycle Life Prediction of Fast-Charged Lithium-ion Batteries

Evolution of cyber-physical-human water systems: Challenges and gaps

Light Insight Trial (LiT) Research Report

Enhancing the Harris’ Hawk optimiser for single-and multi-objective optimisation

Doug Creighton Information

University

Position

___

Citations(all)

7421

Citations(since 2020)

3996

Cited By

5187

hIndex(all)

41

hIndex(since 2020)

30

i10Index(all)

125

i10Index(since 2020)

70

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Doug Creighton Skills & Research Interests

Simulation

Optimisation

Computational Intelligence

Industrial Systems

Top articles of Doug Creighton

Title

Journal

Author(s)

Publication Date

HSViT: Horizontally Scalable Vision Transformer

arXiv preprint arXiv:2404.05196

Chenhao Xu

Chang-Tsun Li

Chee Peng Lim

Douglas Creighton

2024/4/8

Autonomous Vehicle Path Tracking with Unreliable Reference Path

Mohammad Rokonuzzaman

Navid Mohajer

Ibrahim Hossain

Douglas Creighton

2024/2/1

Towards designing a generic and comprehensive deep reinforcement learning framework

Applied Intelligence

Ngoc Duy Nguyen

Thanh Thi Nguyen

Nhat Truong Pham

Hai Nguyen

Dang Tu Nguyen

...

2023/2

Optimisation of Multi-objective Rolling Stock Maintenance Scheduling with Harris’ Hawk Optimiser

Yit Hong Choo

Vu Le

Michael Johnstone

Douglas Creighton

Himanshu Jindal

...

2023/7/13

Feature Selection for Cycle Life Prediction of Fast-Charged Lithium-ion Batteries

Rehan Mohammed

Vu Le

Douglas Creighton

Anwar Hosen

2023/7/13

Evolution of cyber-physical-human water systems: Challenges and gaps

Pratik Bhandari

Douglas Creighton

Jinzhe Gong

Carol Boyle

Kris MY Law

2023/6/1

Light Insight Trial (LiT) Research Report

Ashim Debnath

Vu Le

A Medvedev

W Soro

CP Lim

...

2023/4/30

Enhancing the Harris’ Hawk optimiser for single-and multi-objective optimisation

Soft Computing

Yit Hong Choo

Zheng Cai

Vu Le

Michael Johnstone

Douglas Creighton

...

2023/11

Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging

Haafizah Rameeza Shaukat

Bruce Gunn

Michael Johnstone

Douglas Creighton

2023/2/17

Deep Learning Techniques for Video Instance Segmentation: A Survey

arXiv preprint arXiv:2310.12393

Chenhao Xu

Chang-Tsun Li

Yongjian Hu

Chee Peng Lim

Douglas Creighton

2023/10/19

Participatory research with a rural Aboriginal Community Controlled Health Organisation: lessons learned using the CONSIDER statement

Rural and Remote Health

Hannah Beks

Tamika Amos

John Bell

Joleen Ryan

Josh Hayward

...

2022/1/1

GMIX: Graph-based spatial–temporal multi-agent reinforcement learning for dynamic electric vehicle dispatching system

Transportation Research Part C: Emerging Technologies

Tao Zhou

MY Law Kris

Douglas Creighton

Changzhi Wu

2022/11/1

Multi-objective flexible job-shop scheduling with an ensemble optimisation model

Yit Hong Choo

Zheng Cai

Vu Le

Michael Johnstone

Wei Kui Chan

...

2022/10/3

A weakly-supervised graph-based joint sentiment topic model for multi-topic sentiment analysis

Information Sciences

Tao Zhou

Kris Law

Douglas Creighton

2022/9/1

Digital transformation in water organizations

Carol Boyle

Greg Ryan

Pratik Bhandari

Kris MY Law

Jinzhe Gong

...

2022/7/1

Improving high value manufacturing with simulation-based Bayesian Optimisation

Bruce Gunn

Imali T Hettiarachchi

Michael Johnstone

Vu Le

Douglas Creighton

...

2022/4/25

Genomic mutations and changes in protein secondary structure and solvent accessibility of SARS-CoV-2 (COVID-19 virus)

Scientific Reports

Thanh Thi Nguyen

Pubudu N Pathirana

Thin Nguyen

Quoc Viet Hung Nguyen

Asim Bhatti

...

2021/2/10

Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling

Expert Systems with Applications

James Zhang

Michael Johnstone

Vu Le

Burhan Khan

Mohammad Anwar Hosen

...

2021/12/30

Ongoing transformation of critical infrastructure systems as cyberphysical-human systems

Pratik Bhandari

Carol Boyle

Jinzhe Gong

Kris MY Law

Doug Creighton

2021/10/17

NN-based prediction interval for nonlinear processes controller

International Journal of Control, Automation and Systems

Mohammad Anwar Hosen

Abbas Khosravi

HM Dipu Kabir

Michael Johnstone

Douglas Creighton

...

2021/9

See List of Professors in Doug Creighton University(Deakin University)

Co-Authors

H-index: 86
Distinguished Professor Saeid Nahavandi

Distinguished Professor Saeid Nahavandi

Deakin University

H-index: 84
Dipti Srinivasan

Dipti Srinivasan

National University of Singapore

H-index: 63
CP Lim

CP Lim

Deakin University

H-index: 47
Gleb Beliakov

Gleb Beliakov

Deakin University

H-index: 34
Thanh Thi Nguyen

Thanh Thi Nguyen

Deakin University

H-index: 21
Asim Bhatti

Asim Bhatti

Deakin University

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