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• 2021

  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
  219 Citations (Scopus)

• An improved moth-flame optimization algorithm with adaptation mechanism to solve numerical and mechanical engineering problems

  Nadimi-Shahraki, M. H., Fatahi, A., Zamani, H., Mirjalili, S. & Abualigah, L., Dec 2021, In: Entropy. 23, 12, 1637.

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

  Open Access
  21 Citations (Scopus)

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

  McDonald, H., Gould, R., Delaney, D. & Vecchio, N., 12 Feb 2021, In: Health Promotion International. p. 1 14 p., daab004.

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

• 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
  3 Citations (Scopus)

• An optimistic solver for the mathematical model of the flow of johnson segalman fluid on the surface of an infinitely long vertical cylinder

  Khan, N. A., Alshammari, F. S., Romero, C. A. T., Sulaiman, M. & Mirjalili, S., 1 Dec 2021, In: Materials. 14, 24, 7798.

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

  Open Access
  10 Citations (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
  47 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, In: Physical and Engineering Sciences in Medicine.

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

• A novel method based on UNET for bearing fault diagnosis

  Soother, D. K., Kalwar, I. H., Hussain, T., Chowdhry, B. S., Ujjan, S. M. & Memon, T. D., 2021, In: Computers, Materials and Continua. 69, 1, p. 393-408 16 p.

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

  Open Access
  5 Citations (Scopus)

• A novel version of Cuckoo search algorithm for solving optimization problems

  Cuong-Le, T., Minh, H. L., Khatir, S., Wahab, M. A., Tran, M. T. & Mirjalili, S., 30 Dec 2021, In: Expert Systems with Applications. 186, 115669.

  Research output: Contribution to journal › Article › peer-review
  36 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
  37 Citations (Scopus)

• A pilot study: investigation into the reliability of Toyohari Meridian Therapy and potential correlations between primary sho and characteristics of tongue diagnosis

  Begg, F., Keen, E., Moore, A., Mirjalili, S., Adegboye, O., Birch, S. & O'Brien, K., 2021, In: Australian Journal of Chinese Medicine and Science. 8, 1, p. 31-43 13 p.

  Research output: Contribution to journal › Article

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

  Abdollahzadeh, B., Soleimanian Gharehchopogh, F. & Mirjalili, S., 2021, In: International Journal of Intelligent Systems.

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

• 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
  20 Citations (Scopus)

• Assessment of Knowledge and Practices Toward COVID-19 Prevention Among Healthcare Workers in Tigray, North Ethiopia

  Gebremeskel, T. G., Kiros, K., Gesesew, H. A. & Ward, P. R., 23 Jun 2021, In: Frontiers in Public Health. 9, 614321.

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

  Open Access
  4 Citations (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., Dec 2021, In: BMC Geriatrics. 21, 1, 446.

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

  Open Access
  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
  1 Citation (Scopus)

• 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 survey on dragonfly algorithm and its applications in engineering

  Rahman, C. M., Rashid, T. A., Alsadoon, A., Bacanin, N., Fattah, P. & Mirjalili, S., 2021, In: Evolutionary Intelligence.

  Research output: Contribution to journal › Review article › peer-review
  3 Citations (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
  9 Citations (Scopus)

• 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

• Auto-Completion of Queries

  Dandagi, V. S. & Sidnal, N., 2021, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 435-446 12 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 57).

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

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

  Goel, T., Murugan, R., Mirjalili, S. & Chakrabartty, D. K., 2021, In: Cognitive Computation.

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

  Open Access
  29 Citations (Scopus)

• Awareness, perceptions, and preventive practices of COVID-19 among health workers in Tigray, North Ethiopia

  Gebremeskel, T. G., Kiros, K., Gesesew, H. A. & Ward, P. R., 2021, (Accepted/In press) In: Journal of Public Health (Germany).

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

  Open Access
  2 Citations (Scopus)

• Barriers to digital health services among people living in areas of socioeconomic disadvantage: Research from hospital diabetes and antenatal clinics

  Freeman, T., Fisher, M., Foley, K., Boyd, M. A., Ward, P. R., McMichael, G., Zimmermann, A. & Dekker, G., 2021, (Accepted/In press) In: Health Promotion Journal of Australia.

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

• Barriers to employment of Australian cancer survivors living with geographic or socio-economic disadvantage: A qualitative study

  Kemp, E., Knott, V., Ward, P., Freegard, S., Olver, I., Fallon-Ferguson, J., Emery, J., Christensen, C., Bareham, M. & Koczwara, B., Jun 2021, In: Health Expectations. 24, 3, p. 951-966 16 p.

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

  Open Access
  1 Citation (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
  2 Citations (Scopus)

• Blended Teaching Practice: hyperbole, heuristics and holding patterns

  Aeschliman, C., 20 Sep 2021, 332 p.

  Research output: Types of Thesis › Doctoral Thesis

  Open Access

• 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
  35 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
  8 Citations (Scopus)

• 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
  2 Citations (Scopus)

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

  Ceylan, O., Neshat, M. & Mirjalili, S., 2021, In: Electrical Engineering.

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

• 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

• Challenges Faced by Healthcare Professionals During the COVID-19 Pandemic: A Qualitative Inquiry From Bangladesh

  Razu, S. R., Yasmin, T., Arif, T. B., Islam, M. S., Islam, S. M. S., Gesesew, H. A. & Ward, P., 10 Aug 2021, In: Frontiers in Public Health. 9, 647315.

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

  Open Access
  38 Citations (Scopus)

• Change in ejection fraction and long-term mortality in adults referred for echocardiography.

  Strange, G., Playford, D., Scalia, G. M., Celermajer, D. S., Prior, D. L., Codde, J., Kai Chan, Y., Bulsara, M., Stewart, S. & Investigators, . B. O. T. NEDA., 12 Apr 2021, In: European Journal of Heart Failure. 23, 4, p. 555-563 9 p.

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

  Open Access
  10 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
  11 Citations (Scopus)

• 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
  18 Citations (Scopus)

• 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
  2 Citations (Scopus)

• 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
  1 Citation (Scopus)

• 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
  5 Citations (Scopus)

• 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
  8 Citations (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
  5 Citations (Scopus)

• Collaboration in marketing regional tourism destinations: Constructing a business cluster formation framework through participatory action research

  Perkins, R., Khoo, C. & Arcodia, C., 2021, In: Journal of Hospitality and Tourism Management. 46, p. 347-359 13 p.

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

• 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
  1 Citation (Scopus)

• Community-level experiences, understandings, and responses to COVID-19 in low-and middle-income countries: A systematic review of qualitative and ethnographic studies

  Raymond, C. B. & Ward, P. R., 1 Nov 2021, In: International Journal of Environmental Research and Public Health. 18, 22, 12063.

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

  Open Access
  4 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., Sep 2021, In: Recycling. 6, 3, 61.

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

  Open Access
  5 Citations (Scopus)

• Conclusion: Disrupting Outdoor Leisure

  Baker, M., Stewart, E. J. & Carr, N., 1 Jan 2021, Leisure Activities in the Outdoors: Learning, Developing and Challenging. CABI International, p. 172-180 9 p.

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