Office of the Vice Chancellor

Research output

Research output per year 2011 2021 2023 2023

• 172 Citations
• 8 h-index
• 34 Article
• 7 Chapter
• 3 Conference contribution
• 2 Commissioned report
• 7 More
  • 2 Conference article
  • 1 Book
  • 1 Paper
  • 1 Poster
  • 1 Review article
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2023

  A comparison performance analysis of eight meta-heuristic algorithms for optimal design of truss structures with static constraints

  Khodadadi, N., Çiftçioğlu, A. Ö., Mirjalili, S. & Nanni, A., Sept 2023, In: Decision Analytics Journal. 8, 100266.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Truss Structures 100%
  • Performance Analysis 76%
  • Metaheuristics 75%
  • Heuristic algorithm 72%
  • Heuristic Algorithm 69%
  1 Citation (Scopus)

• Air quality particulate-pollution prediction applying GAN network and the Neural Turing Machine

  Asaei-Moamam, Z. S., Safi-Esfahani, F., Mirjalili, S., Mohammadpour, R. & Nadimi-Shahraki, M. H., Nov 2023, In: Applied Soft Computing. 147, 110723.

  Research output: Contribution to journal › Article › peer-review

  • Turing machines 100%
  • Aerosols 86%
  • Air quality 78%
  • Pollution 66%
  • Long short-term memory 41%

• An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator

  Izci, D., Ekinci, S., Mirjalili, S. & Abualigah, L., 2023, In: Neural Computing and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Voltage regulators 100%
  • Tuning 65%
  • Controllers 22%
  • Transient analysis 13%
  • Cost functions 12%
  2 Citations (Scopus)

• Application of state-of-the-art multiobjective metaheuristic algorithms in reliability-based design optimization: a comparative study

  Meng, Z., Yıldız, B. S., Li, G., Zhong, C., Mirjalili, S. & Yildiz, A. R., Aug 2023, In: Structural and Multidisciplinary Optimization. 66, 8, 191.

  Research output: Contribution to journal › Article › peer-review

  • Metaheuristics 100%
  • Comparative Study 90%
  • Multiobjective optimization 54%
  • Differential Evolution 42%
  • Multi-objective Optimization 39%
  2 Citations (Scopus)

• A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty

  Goli, A., Ala, A. & Mirjalili, S., Sept 2023, In: Annals of Operations Research. 328, 1, p. 493-530 38 p.

  Research output: Contribution to journal › Article › peer-review

  • Programming 100%
  • Supply Chain 61%
  • Uncertainty 60%
  • Mathematical Model 58%
  • Organ Transplantation 43%
  13 Citations (Scopus)

• BAOA: Binary Arithmetic Optimization Algorithm with K-nearest Neighbor Classifier for Feature Selection

  Khodadadi, N., Khodadadii, E., Al-Tashi, Q., El-Kenawy, E. S. M., Abualigah, L., Abdulkadir, S. J., Alqushaibi, A. & Mirjalili, S., 2023, In: IEEE Access. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Classifier 100%
  • Feature extraction 56%
  • Classifiers 51%
  • Transfer functions 8%
  • Particle swarm optimization (PSO) 7%

• Coping strategies for work and cultural stressors in multicultural construction workplaces: a study in Australia

  Liu, Q., Feng, Y., London, K. & Zhang, P., 2023, In: Construction Management and Economics. p. 1-17 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Work Stressors 100%
  • Coping Strategies 77%
  • Stressors 75%
  • Work Place 65%
  • Mental Health 58%

• Crayfish optimization algorithm

  Jia, H., Rao, H., Wen, C. & Mirjalili, S., 2023, In: Artificial Intelligence Review.

  Research output: Contribution to journal › Article › peer-review

  • Foraging 100%
  • exploitation 85%
  • Exploitation 84%
  • Temperature 82%
  • Summer 74%

• DAerosol-NTM: applying deep learning and neural Turing machine in aerosol prediction

  Asaei-Moamam, Z. S., Safi-Esfahani, F., Mirjalili, S., Mohammadpour, R. & Nadimi-Shahraki, M. H., 2023, In: Neural Computing and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Turing machines 100%
  • Aerosols 86%
  • Deep learning 64%
  • Pollution 33%
  • Long short-term memory 27%

• Dr. Smartphone, can you support my trauma? An informatics analysis study of App Store apps for trauma- and stressor-related disorders

  Ting, A. & McLachlan, C., 2023, In: PeerJ. 11, e15366.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Trauma and Stressor Related Disorders 100%
  • mobile telephones 68%
  • Informatics 65%
  • Smartphone 62%
  • Disorder 44%

• Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection

  Hussein, N. K., Qaraad, M., Amjad, S., Farag, M. A., Hassan, S., Mirjalili, S. & Elhosseini, M. A., 1 Aug 2023, In: Journal of Computational Design and Engineering. 10, 4, p. 1363-1389 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Intrusion Detection 100%
  • Feature Selection 73%
  • Flame 70%
  • Machine Learning 60%
  • Optimization Algorithm 58%

• Form, Function and Monumentality: A Critical Analysis of Jørn Utzon’s Late Work on the Sydney Opera House

  Nobis, P., Komac, U. & London, K., 2023, In: Fabrications.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sydney Opera House 100%
  • Jorn Utzon 99%
  • opera 84%
  • Monumentality 82%
  • critical analysis 74%

• Framework for measuring resilience of safety management systems in Australian building repair and maintenance companies

  Pilanawithana, N. M., Feng, Y., London, K. & Zhang, P., 2023, In: Journal of Safety Research.

  Research output: Contribution to journal › Article › peer-review

  • Repair 100%
  • Industry 53%
  • Latent Class Analysis 14%
  • Knowledge management 12%
  • Personnel 8%

• Improved versions of crow search algorithm for solving global numerical optimization problems

  Sheta, A., Braik, M., Al-Hiary, H. & Mirjalili, S., 2023, In: Applied Intelligence.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Curbs 100%
  • Heuristic algorithms 74%
  • Artificial intelligence 66%

• Improving student learning outcomes using narrative virtual reality as pre-training

  Calvert, J. & Hume, M., 2023, In: Virtual Reality.

  Research output: Contribution to journal › Article › peer-review

  • Virtual reality 100%
  • Students 84%
  • Knowledge acquisition 20%
  • Climate change 9%
  • Ice 8%

• Influence of personal characteristics and environmental stressors on mental health for multicultural construction workplaces in Australia

  Liu, Q., Feng, Y., London, K. & Zhang, P., 2023, In: Construction Management and Economics.

  Research output: Contribution to journal › Article › peer-review

  • Stressors 100%
  • Personal Characteristics 92%
  • Work Place 87%
  • Mental Health 77%
  • Health 62%
  3 Citations (Scopus)

• No human mobility: how is knowledge mobile in a context of internationalisation at a distance? a case study

  Yue, Y., De Souza, D. & Townsin, L., 2023, In: Higher Education Research and Development. 42, 5, p. 1165-1181 17 p.

  Research output: Contribution to journal › Article › peer-review

  • internationalization 100%
  • virtual community 19%
  • Socialisation 19%
  • internalization 18%
  • communication technology 13%
  1 Citation (Scopus)

• Optimal hybrid feature selection technique for diabetic retinopathy grading using fundus images

  Mohan, N. J., Murugan, R., Goel, T., Mirjalili, S., Singh, Y. K., Deb, D. & Roy, P., Sept 2023, In: Sadhana - Academy Proceedings in Engineering Sciences. 48, 3, 102.

  Research output: Contribution to journal › Article › peer-review

  • Feature extraction 100%
  • Medical problems 47%
  • Redundancy 36%
  • Support vector machines 34%

• Recent advances in Grey Wolf Optimizer, its versions and applications: Review

  Makhadmeh, S. N., Al-Betar, M. A., Doush, I. A., Awadallah, M. A., Kassaymeh, S., Mirjalili, S. & Zitar, R. A., 2023, In: IEEE Access. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Application 100%
  • Swarm intelligence 76%
  • Bioinformatics 69%
  • Computer science 63%
  • Derivatives 52%

• The corona virus search optimizer for solving global and engineering optimization problems

  Golalipour, K., Faraji Davoudkhani, I., Nasri, S., Naderipour, A., Mirjalili, S., Abdelaziz, A. Y. & El-Shahat, A., 1 Sept 2023, In: Alexandria Engineering Journal. 78, p. 614-642 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Viruses 100%
  • Global optimization 88%
  • Trees (mathematics) 19%
  • Particle swarm optimization (PSO) 14%
  • Heuristic methods 9%

• The Deep Sleep Optimizer: A Human-Based Metaheuristic Approach

  Oladejo, S. O., Ekwe, S. O., Akinyemi, L. A. & Mirjalili, S. A., 2023, In: IEEE Access. 11, p. 83639-83665 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sleep 100%
  • Pressure 54%
  • Composite Material 23%
  • Time 16%
  • Traveling salesman problem 9%

• Transcriptomic Comparison of Human Peripartum and Dilated Cardiomyopathy Identifies Differences in Key Disease Pathways

  Taylor, J., Yeung, A. C. Y., Ashton, A., Faiz, A., Guryev, V., Fang, B., Lal, S., Grosser, M., dos Remedios, C. G., Braet, F., McLachlan, C. S. & Li, A., May 2023, In: Journal of Cardiovascular Development and Disease. 10, 5, 188.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Peripartum Period 100%
  • Dilated Cardiomyopathy 82%
  • Cardiomyopathies 73%
  • Heart Failure 27%
  • Heart Ventricles 22%
• 2022

  A novel chaotic Runge Kutta optimization algorithm for solving constrained engineering problems

  Ylldlz, B. S., Mehta, P., Panagant, N., Mirjalili, S. & Yildiz, A. R., 1 Dec 2022, In: Journal of Computational Design and Engineering. 9, 6, p. 2452-2465 14 p., qwac113.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Runge-Kutta 100%
  • Optimization Algorithm 97%
  • Engineering 74%
  • Chaotic Map 71%
  • Business Model 32%
  13 Citations (Scopus)

• Developing resilience for safety management systems in building repair and maintenance: A conceptual model

  Pilanawithana, N. M., Feng, Y., London, K. & Zhang, P., Aug 2022, In: Safety Science. 152, 105768.

  Research output: Contribution to journal › Article › peer-review

  • Safety Management 100%
  • resilience 68%
  • Repair 64%
  • Maintenance 55%
  • SMS 45%
  8 Citations (Scopus)

• Healthier Construction: Conceptualising Transformation of Mental Health Outcomes through an Integrated Supply Chain Model

  London, K. A., Meade, T. & McLachlan, C., Aug 2022, In: Sustainability (Switzerland). 14, 15, 9460.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • mental health 100%
  • Supply chains 74%
  • Construction industry 62%
  • Health 55%
  • Medical problems 49%
  1 Citation (Scopus)

• Stakeholder relationships in off-site construction: a systematic literature review

  Nguyen, B. N., London, K. & Zhang, P., 22 Nov 2022, In: Smart and Sustainable Built Environment. 11, 3, p. 765-791 27 p.

  Research output: Contribution to journal › Article › peer-review

  • stakeholder relationship 100%
  • off-site 75%
  • Literature Review 73%
  • literature review 63%
  • Scientometrics 58%
  11 Citations (Scopus)

• Sustainability through Resilient Collaborative Housing Networks: A Case Study of an Australian Pop-Up Shelter

  Pablo, Z. & London, K., 1 Feb 2022, In: Sustainability (Switzerland). 14, 3, 1271.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • shelter 100%
  • Sustainable development 83%
  • homelessness 79%
  • sustainability 70%
  • social housing 69%
  2 Citations (Scopus)
• 2021

  Actor-network theory and the evolution of complex adaptive supply networks

  Pablo, Z., London, K., Wong, P. S. P. & Khalfan, M., 21 Oct 2021, In: Construction Innovation. 21, 4, p. 668-684 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Network theory (graphs) 100%
  • Supply chains 32%
  • Complex networks 16%
  2 Citations (Scopus)

• An actor–network approach to developing a life cycle bim maturity model (Lcbmm)

  Edirisinghe, R., Pablo, Z., Anumba, C. & Tereno, S., 1 Dec 2021, In: Sustainability (Switzerland). 13, 23, 13273.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • life cycle 100%
  • maturity 98%
  • Life cycle 85%
  • modeling 41%
  • Electric grounding 26%
  9 Citations (Scopus)

• Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems

  Gupta, S., Abderazek, H., Yıldız, B. S., Yildiz, A. R., Mirjalili, S. & Sait, S. M., 30 Nov 2021, In: Expert Systems with Applications. 183, 115351.

  Research output: Contribution to journal › Article › peer-review

  • Swarm intelligence 100%
  • Atoms 86%
  • Genetic algorithms 58%
  57 Citations (Scopus)

• Explanatory defect causation model linking digital innovation, human error and quality improvement in residential construction

  London, K., Pablo, Z. & Gu, N., Mar 2021, In: Automation in Construction. 123, 103505.

  Research output: Contribution to journal › Article › peer-review

  • Defects 100%
  • Testing 12%
  6 Citations (Scopus)

• Significance of a software interoperability matrix for architectural engineering and construction industry

  Kalutara, P., London, K. & Claudelle, T., Oct 2021, In: Electronic Journal of Information Technology in Construction. 26, p. 739-757 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Construction industry 100%
  • Interoperability 91%
  • Geometry 16%
  • Project management 14%
  • Life cycle 11%
  1 Citation (Scopus)

• Theorizing to Improve Mental Health in Multicultural Construction Industries: An Intercultural Coping Model

  Liu, Q., Feng, Y. & London, K., 2021, In: Buildings.

  Research output: Contribution to journal › Article › peer-review

  • Construction industry 100%
  • Health 70%
  8 Citations (Scopus)
• 2019

  The unanticipated road to skills wastage for skilled migrants: the non-recognition of overseas qualifications and experience (ROQE)

  Cameron, R., Farivar, F. & Dantas, J., 2019, In: Labour & Industry: a journal of the social and economic relations of work. 29, 1, p. 80-97 18 p.

  Research output: Contribution to journal › Article › peer-review
  18 Citations (Scopus)