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• 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

• 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

• 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

• 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 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 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)

• 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

• 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

• 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

• 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)

• 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

• 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

• 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., 30 Aug 2021, In: Journal of the American Heart Association.

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

  Open Access

• 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

• Classification of reservoir recovery factor for oil and gas reservoirs: A multi-objective feature selection approach

  Al-Tashi, Q., Akhir, E. A. P., Abdulkadir, S. J., Mirjalili, S., Shami, T. M., Alhusssian, H., Alqushaibi, A., Alwadain, A., Balogun, A. O. & Al-Zidi, N., Aug 2021, In: Journal of Marine Science and Engineering. 9, 8, 888.

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

  Open Access

• 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

• 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

• Clinical and functional characteristics of a subsample of young people presenting for primary mental healthcare at headspace services across Australia

  Filia, K., Rickwood, D., Menssink, J., Gao, C. X., Hetrick, S., Parker, A., Hamilton, M., Hickie, I., Herrman, H., Telford, N., Sharmin, S., McGorry, P. & Cotton, S., Jul 2021, In: Social Psychiatry and Psychiatric Epidemiology. 56, 7, p. 1311-1323 13 p.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• 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., Plaza, M. P. D. & Kitson, A. L., 2021, In: International Journal of Qualitative Methods. 20, p. 1-10 10 p.

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

  Open Access

• 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

• Conclusion and Comparisons

  Nankervis, A., Burgess, J., Connell, J. & Montague, A., 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. 215-236 22 p.

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

• 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.). 1 ed. Hersey, PA: 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

• Cultivating social capital: an exploratory analysis of business postgraduates in Ghana

  Ayentimi, D. T., Hinson, R. E. & Burgess, J., 2021, (Accepted/In press) In: Education and Training.

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

• Cultural Differences in Reactions to Tics and Tic Severity

  Stiede, J. T., Woods, D. W., Anderson, S., Eapen, V., Gev, E., Latimer, R. & Bredesen, A. M., 28 Jun 2021, In: Child and Family Behavior Therapy. p. 161-180 21 p., 43.

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

• Cultural Differences in Reactions to Tics and Tic Severity: Child & Family Behavior Therapy

  Stiede, J. T., Woods, D. W., Anderson, S., Eapen, V., Gev, E., Latimer, R. & Bredesen, A. M., 2021, In: Child and Family Behavior Therapy. 43, 3, p. 161-180 20 p.

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