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• 2022

  Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications

  Zhao, W., Wang, L. & Mirjalili, S., 1 Jan 2022, In: Computer Methods in Applied Mechanics and Engineering. 388, 114194.

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

  Open Access
• 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

• 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
  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
  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

• A cost-efficient-based cooperative allocation of mining devices and renewable resources enhancing blockchain architecture

  Mohamed, M. A., Mirjalili, S., Dampage, U., Salmen, S. H., Obaid, S. A. & Annuk, A., 1 Sep 2021, In: Sustainability (Switzerland). 13, 18, 10382.

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

  Open Access

• A Critical Overview of Social Marketing in Asia

  Pang, B., Deshpande, S. A., Nguyen, T. M., Kim, J., Almosa, Y. A., Arif, A., Arli, D., Bakpayev, M., Erdogan, B. Z., Fujihira, H., Gallage, H. P. S., Kadir, M. A., Ong Lai Teik, D., Satawedin, P., Weinreich, N. K. & Yousef, M., 14 Nov 2021, In: Social Marketing Quarterly.

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

• A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives

  Gharehbaghi, V. R., Noroozinejad Farsangi, E., Noori, M., Yang, T. Y., Li, S., Nguyen, A., Málaga-Chuquitaype, C., Gardoni, P. & Mirjalili, S., 2021, (Accepted/In press) In: Archives of Computational Methods in Engineering.

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

• Active commuting and leisure-time physical activity among adults in western Nepal: A cross-sectional study

  Paudel, S., Subedi, N., McLachlan, C. S., Smith, B. J., Kallestrup, P. & Neupane, D., 12 Aug 2021, In: BMJ Open. 11, 8, e051846.

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

  Open Access

• 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
  2 Citations (Scopus)

• Advanced Ensemble Model for Solar Radiation Forecasting using Sine Cosine Algorithm and Newton’s Laws

  El-kenawy, E. S. M., Mirjalili, S., Ghoneim, S. S. M., Eid, M. M., El-Said, M., Khan, Z. S. & Ibrahim, A., 2021, (Accepted/In press) In: IEEE Access.

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

  Open Access

• 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
  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

• Agriculture, Construction and Mining

  Cameron, R. & Vishal, R., 2021, The Fourth Industrial Revolution: What does it mean for Australian Industry?. Nankervis, A., Connell, J., Montague, A. & Burgess, J. (eds.). London: Springer Netherlands, p. 21-38 18 p.

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

• 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

• AI and Meaningful work: exploring the challenges for HR Professionals

  Larkin, R., Connell, J. & Burgess, J., 2021, University of Newcastle.

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

  Open Access

• A KKM approach for inverse capacitated transportation problem in neutrosophic environment

  Khalifa, H. A. E. W., Kumar, P. & Mirjalili, S., Sep 2021, In: Sadhana - Academy Proceedings in Engineering Sciences. 46, 3, 166.

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

• 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

• 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

• 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
  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

• An Evaluation of Education-Based Interventions for Students with Autism Spectrum Disorders Without Intellectual Disability: a Systematic Review

  Macmillan, C. M., Pecora, L. A., Ridgway, K., Hooley, M., Thomson, M., Dymond, S., Donaldson, E., Mesibov, G. B. & Stokes, M. A., 2021, (Accepted/In press) In: Review Journal of Autism and Developmental Disorders.

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

• 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

• An Exploratory Study of IT Risk Management Implementation

  Azizi, N., Haass, O., Davison, C. & Akhavan, P., 2021, An Exploratory Study of IT Risk Management Implementation.

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

• An extensive dataset of handwritten central Kurdish isolated characters

  Ahmed, R. M., Rashid, T. A., Fatah, P., Alsadoon, A. & Mirjalili, S., Dec 2021, In: Data in Brief. 39, 107479.

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

  Open Access

• 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
  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

• Announcing the call for the Special Issue on “The Australian Society for Biophysics (ASB) – 2021 Meeting”

  Cranfield, C., Whelan, D., Cox, C., Shearwin, K., Ho, J., Allen, T., Shibuya, R., Hibino, E., Hayashi, K., dos Remedios, C. & Li, A., Aug 2021, In: Biophysical Reviews. 13, 4, p. 485-486 2 p.

  Research output: Contribution to journal › Comment/debate

  Open Access
  1 Citation (Scopus)

• 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
  4 Citations (Scopus)

• A novel four-step feature selection technique for diabetic retinopathy grading

  Jagan Mohan, N., Murugan, R., Goel, T., Mirjalili, S. & Roy, P., 2021, (Accepted/In press) In: Physical and Engineering Sciences in Medicine.

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

• 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
  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

• 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
  1 Citation (Scopus)

• Association of traditional risk factors with carotid intima-media thickness and carotid plaque in asymptomatic individuals with a family history of premature cardiovascular disease

  Azcui Aparicio, R. E., Carrington, M. J., Ball, J., Abhayaratna, W., Stewart, S., Haluska, B. & Marwick, T. H., 2021, (Accepted/In press) In: International Journal of Cardiovascular Imaging.

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

• Associations of the initial covid-19 lockdown on self-reported happiness and worry about developing loneliness: A cross-sectional analysis of rural, regional, and urban australian communities

  Isaac, V., Cheng, T., Townsin, L., Assareh, H., Li, A. & McLachlan, C. S., Sep 2021, In: International Journal of Environmental Research and Public Health. 18, 18, 9501.

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

  Open Access

• 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

• Authority Magazine: Social Impact Authors: How & Why Sarah Lahey Is Helping To Change Our World

  Lahey, S., Sep 2021, In: Authority Magazine .

  Research output: Contribution to journal › Article

• 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
  2 Citations (Scopus)

• 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

• B-MFO: A binary moth-flame optimization for feature selection from medical datasets

  Nadimi-Shahraki, M. H., Banaie-Dezfouli, M., Zamani, H., Taghian, S. & Mirjalili, S., Nov 2021, In: Computers. 10, 11, 136.

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

  Open Access
  2 Citations (Scopus)

• BookLife Industry Reviews: Nostalgia Is Heartless

  Lahey, S., Sep 2021, In: Publishers Weekly Booklife Industry Reviews.

  Research output: Contribution to journal › Review 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, 31 May 2021, In: Journal of the American Society of Echocardiography.

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

• Carotid ultrasound screening programs in rural communities: A systematic review

  Petrova, M., Kiat, H., Gavino, A. & McLachlan, C., Sep 2021, In: Journal of Personalized Medicine. 11, 9, 897.

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

  Open Access

• Cascaded H-bridge multilevel inverters optimization using adaptive grey wolf optimizer with local search

  Ceylan, O., Neshat, M. & Mirjalili, S., 2021, (Accepted/In press) In: Electrical Engineering.

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

• 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
  2 Citations (Scopus)