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• 2022

  Inclusive Service Delivery

  Scerri, M. & Presbury, R., 2022, (Accepted/In press) Encyclopaedia of Tourism Management and Marketing. Buhalis, D. (ed.). Edward Elgar Publishing Ltd.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › peer-review

• Luxury Accommodation

  Manfreda, A., 2022, (Accepted/In press) Encyclopedia of Tourism Management and Marketing. Buhalis, D. (ed.). Edward Elgar Publishing Ltd.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › peer-review

• Networked Independent Traveller

  Harris, A., 2022, (Accepted/In press) Encyclopedia of Tourism Management and Marketing. Buhalis, D. (ed.). Edward Elgar Publishing Ltd.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › peer-review

• Service Language

  Scerri, M., 2022, (Accepted/In press) Encyclopedia of Tourism Management and Marketing. Buhalis, D. (ed.). Edward Elgar Publishing Ltd.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › peer-review
• 2021

  2019-20 Review of Natural Therapies: Information on nutrition curriculum NHMRC Natural Therapies review into Naturopathy

  Mitchell-Paterson, T. & Smith, C., 2021, National Health and Medical Research Council, p. Web based.

  Research output: Working paper

• 4-Aminoquinoline compounds from the Spanish flu to COVID-19

  Bazotte, R. B., Hirabara, S. M., Serdan, T. A. D., Gritte, R. B., Souza-Siqueira, T., Gorjao, R., Masi, L. N., Antunes, M. M., Cruzat, V., Pithon-Curi, T. C. & Curi, R., Mar 2021, In: Biomedicine and Pharmacotherapy. 135, 111138.

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

  Open Access

  • 4-aminoquinoline 100%
  • Quinine 73%
  • Pandemics 46%
  • Hydroxychloroquine 39%
  • Chloroquine 33%

• A bi-stage feature selection approach for COVID-19 prediction using chest CT images

  Sen, S., Saha, S., Chatterjee, S., Mirjalili, S. & Sarkar, R., 2021, (Accepted/In press) In: Applied Intelligence.

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

  • Tomography 100%
  • Feature extraction 79%
  • Convolutional neural networks 27%
  • Open access 19%
  • Viruses 17%
  2 Citations (Scopus)

• A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems

  Panagant, N., Pholdee, N., Bureerat, S., Yildiz, A. R. & Mirjalili, S., 2021, (Accepted/In press) In: Archives of Computational Methods in Engineering.

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

  • Metaheuristics 100%
  • Comparative Study 90%
  • Constrained optimization 87%
  • Optimization Problem 57%
  • Differential Evolution 47%
  1 Citation (Scopus)

• A comprehensive survey of sine cosine algorithm: variants and applications

  Gabis, A. B., Meraihi, Y., Mirjalili, S. & Ramdane-Cherif, A., 2021, (Accepted/In press) In: Artificial Intelligence Review.

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

  Open Access

  • Classification Image 100%
  • Image Processing 80%
  • Heuristic algorithms 64%
  • Robot 63%
  • Motion planning 62%

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

  Pablo, Z., London, K., Wong, P. S. P. & Khalfan, M., 2021, In: Construction Innovation.

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

• A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm

  Neshat, M., Nezhad, M. M., Abbasnejad, E., Mirjalili, S., Tjernberg, L. B., Astiaso Garcia, D., Alexander, B. & Wagner, M., 15 May 2021, In: Energy Conversion and Management. 236, 114002.

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

  • Offshore wind farms 100%
  • Deep learning 69%
  • Wind power 33%
  • LSI circuits 25%
  • Offshore wind turbines 24%
  2 Citations (Scopus)

• Advanced meta-heuristics, convolutional neural networks, and feature selectors for efficient COVID-19 X-ray chest image classification

  El-Kenawy, E. S. M., Mirjalili, S., Ibrahim, A., Alrahmawy, M., El-Said, M., Zaki, R. M. & Eid, M. M., 2021, In: IEEE Access. 9, p. 36019-36037 19 p., 9360538.

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

  Open Access

  • Image classification 100%
  • Convolutional neural networks 85%
  • X rays 85%
  • Multilayer 83%
  • X-Ray 56%
  1 Citation (Scopus)

• African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

  Abdollahzadeh, B., Gharehchopogh, F. S. & Mirjalili, S., Aug 2021, In: Computers and Industrial Engineering. 158, 107408.

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

  • Global optimization 100%
  • Navigation 6%

• A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics

  Abd Elaziz, M., Yousri, D. & Mirjalili, S., Apr 2021, In: Advances in Engineering Software. 154, 102973.

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

  • Population dynamics 100%
  • Chaos theory 68%
  • Mathematical operators 31%
  • Set theory 21%

• Aleatory uncertainty quantification of project resources and its application to project scheduling

  Zarghami, S. A. & Dumrak, J., Jul 2021, In: Reliability Engineering and System Safety. 211, 107637.

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

  • Scheduling 100%
  • Uncertainty 91%
  • Reliability theory 66%
  • Uncertainty analysis 59%
  • Project management 51%

• All you need are relationships: A theoretical account of the antecedents to social capital acquisition for regional entrepreneurs

  Bressan, A. & de Burgh-Woodman, H., 2021, 37th EGOS Colloquium. Amsterdam: European Group for Organisational Studies

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

• An efficient approach for damage identification based on improved machine learning using PSO-SVM

  Cuong-Le, T., Nghia-Nguyen, T., Khatir, S., Trong-Nguyen, P., Mirjalili, S. & Nguyen, K. D., 2021, (Accepted/In press) In: Engineering with Computers.

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

  • Damage Identification 100%
  • Particle Swarm Optimization 71%
  • Support Vector Machine 61%
  • Damage 57%
  • Machine Learning 54%

• An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection

  Abdel-Basset, M., Mohamed, R., Chakrabortty, R. K., Ryan, M. J. & Mirjalili, S., Mar 2021, In: Computers and Industrial Engineering. 153, 107078.

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

  • Feature extraction 100%
  • Transfer functions 33%
  • Machine learning 27%
  • Learning algorithms 15%
  • Data mining 15%
  2 Citations (Scopus)

• An efficient Marine Predators Algorithm for Solving Multi-objective Optimization Problems: Analysis and Validations

  Abdel-Basset, M., Mohamed, R., Mirjalili, S., Chakrabortty, R. K. & Ryan, M., 2021, In: IEEE Access. 9, p. 42817-42844 28 p., 9380355.

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

  Open Access

  • Prey Cleavage 100%
  • Multiobjective optimization 62%
  • Mutation 56%

• A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations

  Premkumar, M., Jangir, P., Kumar, B. S., Sowmya, R., Alhelou, H. H., Abualigah, L., Yildiz, A. R. & Mirjalili, S., 2021, (Accepted/In press) In: IEEE Access.

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

  Open Access

  • Chemical Engineering 100%
  • Constrained optimization 90%
  • Indicator 73%
  • Multiobjective optimization 21%
  • Chemical engineering 8%

• An improved Artificial Neural Network using Arithmetic Optimization Algorithm for damage assessment in FGM composite plates

  Khatir, S., Tiachacht, S., Le Thanh, C., Ghandourah, E., Mirjalili, S. & Abdel Wahab, M., 1 Oct 2021, In: Composite Structures. 273, 114287.

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

  • Functionally graded materials 100%
  • Plate Like Crystal 66%
  • Indicator 59%
  • Neural networks 51%
  • Composite materials 48%

• An improved grey wolf optimizer for solving engineering problems

  Nadimi-Shahraki, M. H., Taghian, S. & Mirjalili, S., 15 Mar 2021, In: Expert Systems with Applications. 166, 113917.

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

  • Statistical tests 100%
  • Global optimization 44%
  • Experiments 30%
  31 Citations (Scopus)

• An investigation of the health-promoting practices of Australian universities

  McDonald, H., Gould, R., Delaney, D. & Vecchio, N., 12 Feb 2021, (E-pub ahead of print) In: Health Promotion International. p. 1 14 p., daab004.

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

  • Health Promotion 100%
  • Workplace 97%
  • health promotion 96%
  • workplace 73%
  • Health 56%

• A novel enhanced whale optimization algorithm for global optimization

  Chakraborty, S., Kumar Saha, A., Sharma, S., Mirjalili, S. & Chakraborty, R., Mar 2021, In: Computers and Industrial Engineering. 153, 107086.

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

  • Global optimization 100%
  4 Citations (Scopus)

• A novel Whale Optimization Algorithm integrated with Nelder–Mead simplex for multi-objective optimization problems

  Abdel-Basset, M., Mohamed, R. & Mirjalili, S., 5 Jan 2021, In: Knowledge-Based Systems. 212, 106619.

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

  • Multi-objective Optimization 100%
  • Multiobjective optimization 78%
  • Optimization Problem 76%
  • Integrated 49%
  • Evolutionary Algorithms 17%
  4 Citations (Scopus)

• Artificial gorilla troops optimizer: A new nature-inspired metaheuristic algorithm for global optimization problems

  Abdollahzadeh, B., Soleimanian Gharehchopogh, F. & Mirjalili, S., 2021, (Accepted/In press) In: International Journal of Intelligent Systems.

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

  • Metaheuristics 100%
  • Global optimization 84%
  • Global Optimization 84%
  • Optimization Problem 57%
  • Benchmark 39%

• Artificial intelligence and fintech: An overview of opportunities and risks for banking, investments, and microfinance

  Ashta, A. & Herrmann, H., May 2021, In: Strategic Change. 30, 3, p. 211-222 12 p.

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

  • Fintech 100%
  • Investment Banking 96%
  • Microfinance 78%
  • Artificial Intelligence 76%
  • Fraud Detection 16%
  1 Citation (Scopus)

• Association of frailty with health service utilisation and health care expenditure in sub-Saharan Africa: evidence from Côte d’Ivoire

  Ambagtsheer, R. C. & Moussa, R. K., 2021, In: BMC Geriatrics. 21, 1

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

  • Facilities and Services Utilization 100%
  • Frailty 97%
  • Africa South of the Sahara 94%
  • Health Expenditures 86%
  • Health Services 75%

• A system dynamics model for social vulnerability to natural disasters: Disaster risk assessment of an Australian city

  Zarghami, S. A. & Dumrak, J., 2021, In: International Journal of Disaster Risk Reduction. 60, 102258.

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

  • disaster risk 100%
  • natural disaster 87%
  • risk assessment 83%
  • Disasters 80%
  • disaster 72%

• Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network

  Goel, T., Murugan, R., Mirjalili, S. & Chakrabartty, D. K., 2021, (Accepted/In press) In: Cognitive Computation.

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

  Open Access

  • Tomography 100%
  • Screening 96%
  • Datasets 41%
  • Whales 41%
  • SARS Virus 38%
  2 Citations (Scopus)

• Being Outdoors: Challenging and celebrating diverse outdoor leisure embodiments and experiences

  Baker, M. (ed.), Carr, N. (ed.) & Stewart, E. (ed.), 2021, (In preparation) Annals of Leisure Research.

  Research output: Contribution to specialist publication › Special issue

• Biomedical Beliefs Explain the Clinical Decisions Made by Exercise-Based Practitioners for People With Chronic Low Back Pain

  Gibbs, M. T., Morrison, N. M. V. & Marshall, P. W. M., 15 Jan 2021, In: Spine. 46, 2, p. 114-121 8 p.

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

• Blockchains and Provenance: How a Technical System for Tracing Origins, Ownership and Authenticity Can Transform Social Trust

  Batista, D., Kim, H., Lemieux, V., Stancic, H. & Unnithan, C., 5 Jan 2021, Provenance and trust can be seen as closely related concepts. This chapter explores the use of blockchain technology to trace provenance, taking as a framework the “taxonomy of trust” derived from the discipline of archival science. After considering the taxonomy’s three major requirements for trustworthy records—accuracy, reliability, and authenticity—the authors argue that tracing and documenting the provenance of data and records are at the nexus of how blockchains can be used to transform social trust, and that blockchain offers the potential to authenticate digital records. But if the provenance of digital objects is to be authenticated and trusted over time, blockchain systems must be designed with a view to the long-term preservation of the provenance information that such systems convey. The chapter concludes with a review of two “real world” use cases: the tracing of health data provenance using blockchain, and the authentication of assets in the world of banking and finance. Feng C. (ed.). 1 ed. Springer, Cham: Springer Science and Business Media Deutschland GmbH, p. 111-128 17 p.

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

  • authenticity 100%
  • banking 53%
  • taxonomy 47%
  • finance 42%
  • assets 42%

• Cardiac damage staging classification and prognosis in low-flow, low gradient severe aortic stenosis: Insights from the National Echo Database of Australia.

  Snir, A. D., Ng, M. K., Strange, G., Playford, D., Celermajer, D. S. & Stewart, S., 2021, (Accepted/In press) In: Journal of the American Society of Echocardiography.

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

• Cardiac Damage Staging Classification Predicts Prognosis in All the Major Subtypes of Severe Aortic Stenosis: Insights from the National Echo Database Australia

  National Echo Database of Australia, 2021, (Accepted/In press) In: Journal of the American Society of Echocardiography.

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

  • Aortic Valve Stenosis 100%
  • Databases 54%
  • Mortality 22%
  • Aortic Valve 7%
  • Information Storage and Retrieval 6%

• Challenges and solutions for collecting data in health research: experiences of Australian doctoral and early career researchers.

  Hamiduzzaman, M., Taylor, A., Lunnay, B., Kuot, A., Wechkunanukul, H., Smadi, O., Pillen, H. & Shifaza, F., 2021, Field Guide for Research in Community Settings: Tools, Methods, Challenges and Strategies. 1 ed. Cheltenham, United Kingdom: Edward Elgar Publishing Ltd., p. 11

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

• Change in Ejection Fraction and Long-Term mortality in adults referred for Echocardiography.

  the NEDA Investigators, 22 Mar 2021, In: European Journal of Heart Failure.

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

  • Stroke Volume 100%
  • Echocardiography 92%
  • Mortality 55%
  • Heart Failure 8%
  • Cardiovascular Diseases 8%
  2 Citations (Scopus)

• Changes in tobacco use patterns during covid-19 and their correlates among older adults in bangladesh

  Mistry, S. K., Ali, A. R. M. M., Rahman, M. A., Yadav, U. N., Gupta, B., Rahman, M. A. & Huque, R., 2 Feb 2021, In: International Journal of Environmental Research and Public Health. 18, 4, p. 1-11 11 p., 1779.

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

  Open Access

  • Bangladesh 100%
  • Tobacco Use 88%
  • nicotine 79%
  • Communication 76%
  • Pandemics 63%

• Chapter 6.5: Complex Naturopathic Interventions

  Care, J., Burgos-Arias, A., Smith, C. & Seely, D., 2022, World Naturopathic Federation.

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

• Characteristics of australian osteopaths managing tendinopathies: Analysis of a nationally representative survey of 989 practitioners

  Vaughan, B., Fleischmann, M., Mest, J., Fitzgerald, K. & Malliaris, P., 2021, In: Muscles, Ligaments and Tendons Journal. 11, 1, p. 151-160 10 p.

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

  • Osteopathic Physicians 100%
  • Tendinopathy 77%
  • Practice Management 50%
  • Musculoskeletal Manipulations 13%
  • Athletic Injuries 13%

• Characteristics of Bicuspid Aortic Valve (BAV) Disease and BAV Stenosis; the National Echo Database of Australia.

  Lim, M. S., Strange, G., Playford, D., Stewart, S. & Celermajer, D. S., 21 Jun 2021, (Accepted/In press) In: Journal of the American Heart Association.

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

• Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection

  Dey, S., Bhattacharya, R., Malakar, S., Mirjalili, S. & Sarkar, R., Aug 2021, In: Computers in Biology and Medicine. 135, 104585.

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

  • Datasets 100%
  • Computer Neural Networks 98%
  • Classifiers 88%
  • X-Rays 78%
  • Thorax 69%

• Classifying infective keratitis using a deep learning approach

  Sajeev, S. & Prem Senthil, M., 1 Feb 2021, Proceedings of the Australasian Computer Science Week Multiconference 2021, ACSW 2021. Stanger, N. & Joachim, V. L. (eds.). Association for Computing Machinery (ACM), 3437388. (ACM International Conference Proceeding Series).

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

  • Deep learning 100%
  • Electric lamps 82%
  • Convolution 36%
  • Experiments 13%

• Classifying multi-level stress responses from brain cortical EEG in Nurses and Non-health professionals using Machine Learning Auto Encoder

  Akella, A., Singh, A. K., Leong, D., Lal, S., Newton, P., Clifton-Bligh, R., McLachlan, C. S., Gustin, S. M., Maharaj, S., Lees, T., Cao, Z. & Lin, C. T., 2021, (Accepted/In press) In: IEEE Journal of Translational Engineering in Health and Medicine.

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

  Open Access

  • Machine Learning 100%
  • Electroencephalography 84%
  • Brain 72%
  • Machine learning 64%
  • Nurses 64%

• Co-Designing Evidence-Based Videos in Health Care: A Case Exemplar of Developing Creative Knowledge Translation "Evidence-Experience" Resources

  Archibald, M., Ambagtsheer, R., Lawless, M. T., Thompson, M. O., Shultz, T., Chehade, M. J., Whiteway, L., Sheppard, A., Pinero-De Plaza, M. & Kitson, A. L., 2021, In: International Journal of Qualitative Methods. 20, p. 1-10 10 p.

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

  • video 100%
  • health care 96%
  • knowledge 87%
  • resources 58%
  • evidence 56%

• Communicating with older adults with long-term conditions about self-management goals: A systematic review and thematic synthesis

  Lawless, M. T., Drioli-Phillips, P., Archibald, M. M., Ambagtsheer, R. C. & Kitson, A. L., 2021, (Accepted/In press) In: Patient Education and Counseling.

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

  • Self-Management 100%
  • Shared Decision Making 76%
  • Communication 69%
  • Systematic Reviews 68%
  • Delivery of Health Care 56%

• Construction Work Health and Safety Management Using Building Information Modelling

  London, K., Kaur, G., Feng, Y., Vårhammar, A., Wallace, G., Zhang, P., Saha, S. & Rahnamayiezekavat, P., 2021, Handbook of Research on Driving Transformational Change in the Digital Built Environment. Underwood, J. & Shelbourn, M. (eds.). IGI Global Publishing, p. 91-119 29 p.

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

• Contextual factors influencing talk in Australian residential aged care

  Scerri, M. A. & Presbury, R., 2021, In: Journal of Health, Organisation and Management. ahead-of-print, ahead-of-print

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

  • Caregivers 100%
  • home care 80%
  • resident 67%
  • Home Care Services 54%
  • staffing level 28%

• COVID-19 Emergency Education Policy and Learning Loss: A Comparative Study

  Vongalis-Macrow, A., De Souza, D., Littleton, C. & Sekhar, A., 2021, (Accepted/In press) Informing Science Press.

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

• Current Advancements and Future Prospect of Alternative Digital Credentials (ADCs) in and for Technology-Disrupted World

  Pour Mirza, A. & Davison, C., Dec 2021, (In preparation) Handbook of research on Innovations in the Use of Alternative Digital Credentials. Piedra, D. (ed.). Hamilton, Canada: IGI Global Publishing

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

  • education 100%
  • decision maker 39%
  • road 37%
  • Environmental technology 32%
  • employee 30%