Office of the Vice Chancellor

Research output

Research output per year 2011 2023 2024

• 230 Citations
• 9 h-index
• 41 Article
• 7 Chapter
• 4 Conference contribution
• 2 Commissioned report
• 9 More
  • 2 Conference article
  • 1 Book
  • 1 Paper
  • 1 Poster
  • 1 Comment/debate
  • 1 Editorial
  • 1 Review article
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2024

  Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications

  Zhao, W., Wang, L., Zhang, Z., Fan, H., Zhang, J., Mirjalili, S., Khodadadi, N. & Cao, Q., 15 Mar 2024, In: Expert Systems with Applications. 238, 122200.

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

  • Evolutionary algorithms 100%
  • Accidents 21%

• Preface

  Hina, M. D., Ramdane-Cherif, A., Mirjalili, S. & Zitouni, R., 2024, In: EAI/Springer Innovations in Communication and Computing. p. v-vi

  Research output: Contribution to journal › Editorial
• 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%
  2 Citations (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 Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System

  Tubishat, M., Al-Obeidat, F., Sadiq, A. S. & Mirjalili, S., Oct 2023, In: Computers. 12, 10, 196.

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

  Open Access

  • Electronic mail 100%
  • Machine learning 7%
  • Population Density 6%
  • Normal distribution 5%
  • Seed 5%

• 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%
  3 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%
  5 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%
  18 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%
  1 Citation (Scopus)

• Be the ‘Guide in the Hive’ to enhance Problem-based learning

  Galvin, K., 20 Jun 2023.

  Research output: Contribution to conference › Poster

  Open Access

  • poster 100%
  • health science 63%
  • nursing 48%
  • learning 43%
  • Blended Learning 32%

• Clinical Reasoning Development: Enhancing Independent and Group Rational Decision Making

  Galvin, K., 2023

  Research output: Types of Thesis › Doctoral Thesis

  Open Access

  • decision making 100%
  • learning 53%
  • Group 47%
  • health science 31%
  • rationality 29%

• 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%
  3 Citations (Scopus)

• 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%
  1 Citation (Scopus)

• 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%

• Geyser Inspired Algorithm: A New Geological-inspired Meta-heuristic for Real-parameter and Constrained Engineering Optimization

  Ghasemi, M., Zare, M., Zahedi, A., Akbari, M. A., Mirjalili, S. & Abualigah, L., 2023, In: Journal of Bionic Engineering.

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

  • Heuristics 100%
  • Geological Phenomena 43%
  • Heuristic algorithms 11%
  • Efficiency 10%
  • Benchmarking 10%

• Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems

  Raza Moosavi, S. K., Zafar, M. H., Mirjalili, S. & Sanfilippo, F., 2023, Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Proceedings. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 427-438 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14125 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algorithm Design 100%
  • Optimization Algorithm 78%
  • Movement 73%
  • Performance 32%
  • Behavior Modeling 30%

• 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%

• Preconditions influencing the development of post-secondary training programs in universities for individuals with intellectual disabilities

  Sarker, D., De Souza, D., Pablo, Z., Aston, D., Shevlin, M., Banks, J., von Furstenberg Letelier, M. T., Urzua, A. R., Camedda, D. & Vongalis-Macrow, A., 26 Oct 2023, In: Journal of Intellectual and Developmental Disability. p. 1-12 12 p.

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

  Open Access

  • Intellectual Disability 100%
  • intellectual disability 71%
  • training program 57%
  • Education 45%
  • university 33%

• Progressing sustainable development goals through well designed workplace initiatives

  Baker, M., McDonald, H., De Souza, D., Pablo, Z., McLachlan, C., STEWART, SIMON. & Vongalis-Macrow, A., 1 Jan 2023, Leading Ethical Leaders: Higher Education, Business Schools and SDGs. 1 ed. Switzerland: Globethics Publications, Vol. 1. p. 99-168 69 p. (Globethics Education Ethics Series).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  Open Access

  • Sustainable development 100%
  • Education 47%
  • Health 41%
  • Industry 24%

• Quadratic Interpolation Optimization (QIO): A new optimization algorithm based on generalized quadratic interpolation and its applications to real-world engineering problems

  Zhao, W., Wang, L., Zhang, Z., Mirjalili, S., Khodadadi, N. & Ge, Q., 1 Dec 2023, In: Computer Methods in Applied Mechanics and Engineering. 417, 116446.

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

  • Optimization Algorithm 100%
  • interpolation 93%
  • Interpolation 79%
  • Engineering 76%
  • Interpolate 73%

• 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%
  2 Citations (Scopus)

• Retraction Note: An improved nature inspired meta-heuristic algorithm for 1-D bin packing problems (Personal and Ubiquitous Computing, (2018), 22, 5-6, (1117-1132), 10.1007/s00779-018-1132-7)

  Abdel-Basset, M., Manogaran, G., Abdel-Fatah, L. & Mirjalili, S., 2023, In: Personal and Ubiquitous Computing.

  Research output: Contribution to journal › Comment/debate

  Open Access

  • Ubiquitous Computing 100%
  • Personal computing 99%
  • Bin Packing Problem 93%
  • editor-in-chief 88%
  • Metaheuristics 73%

• 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%
  2 Citations (Scopus)

• Theoretical Framework and Practical Considerations for Achieving Superior Multi-Robot Exploration: Hybrid Cheetah Optimization with Intelligent Initial Configurations

  El Romeh, A. & Mirjalili, S., Oct 2023, In: Mathematics. 11, 20, 4239.

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

  Open Access

  • Multi-robot 100%
  • Hybrid Optimization 87%
  • Configuration 40%
  • Robots 32%
  • Framework 29%

• Time-series visual explainability for Alzheimer's disease progression detection for smart healthcare

  Rahim, N., Abuhmed, T., Mirjalili, S., El-Sappagh, S. & Muhammad, K., 1 Nov 2023, In: Alexandria Engineering Journal. 82, p. 484-502 19 p.

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

  Open Access

  • Time series 100%
  • Brain 47%
  • Magnetic resonance 45%
  • Neuroimaging 38%
  • Imaging techniques 33%

• 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 Field Guide to Managing Diversity, Equality and Inclusion in Organisations

  Dhakal, S. P., Burgess, J. & Cameron, R., 18 Oct 2022, Edward Elgar Publishing Ltd. 366 p.

  Research output: Book/Report › Book › peer-review

  • managing diversity 100%
  • Managing Diversity 97%
  • Equality 66%
  • Inclusion 55%
  • equality 55%

• An introduction to a field guide to managing diversity, equality and inclusion in organisations

  Burgess, J., Dhakal, S. P. & Cameron, R., 18 Oct 2022, A Field Guide to Managing Diversity, Equality and Inclusion in Organisations. Edward Elgar Publishing Ltd., p. 2-17 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• 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%
  16 Citations (Scopus)

• Developing Client Leadership to Drive BIM Adoption for WHS Management

  London, K., Pablo, Z., Feng, Y. & Vårhammar, A., 2022.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Information Modeling 100%
  • Health Management 93%
  • Safety Management 90%
  • Health and Safety 84%
  • Information Requirements 32%

• 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%
  2 Citations (Scopus)

• Implications for fieldworkers in diversity, equality, and inclusion research

  Dhakal, S. P., Burgess, J. & Cameron, R., 18 Oct 2022, A Field Guide to Managing Diversity, Equality and Inclusion in Organisations. Edward Elgar Publishing Ltd., p. 325-332 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• 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)

• Stressors in the multicultural construction working environment

  Liu, Q. J., Feng, Y. B., London, K. & Zhang, P., 2022, In: IOP Conference Series: Earth and Environmental Science. 1101, 4, 042010.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • mental health 100%
  • construction industry 30%
  • analysis 3%

• 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%
  3 Citations (Scopus)

• The Relationship between Mindfulness and Safety Performance of Building Repair and Maintenance: An Empirical Study in Australia

  Pilanawithana, N., Feng, Y., London, K. & Zhang, P., 2022, In: IOP Conference Series: Earth and Environmental Science. 1101, 4, 042026.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • repair and maintenance 100%
  • safety 50%
  • accident prevention 22%
  • questionnaire survey 16%
  • literature review 14%
• 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%
  3 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%
  10 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%
  76 Citations (Scopus)

• Conceptualising the circular economy potential of construction and demolition waste: An integrative literature review

  Papastamoulis, V., London, K., Feng, Y., Zhang, P., Crocker, R. & Patias, P., Sept 2021, In: Recycling. 6, 3, 61.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • demolition waste 100%
  • construction waste 96%
  • Demolition 95%
  • circular economy 94%
  • literature review 75%
  19 Citations (Scopus)