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• 2021

  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 enhanced evolutionary student performance prediction model using whale optimization algorithm boosted with sine-cosine mechanism

  Thaher, T., Zaguia, A., Al Azwari, S., Mafarja, M., Chantar, H., Abuhamdah, A., Turabieh, H., Mirjalili, S. & Sheta, A., 1 Nov 2021, In: Applied Sciences (Switzerland). 11, 21, 10237.

  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

• A new robust flexibility index for structural damage identification and quantification

  Khatir, S., Tiachacht, S., Le Thanh, C., Tran-Ngoc, H., Mirjalili, S. & Abdel Wahab, M., Nov 2021, In: Engineering Failure Analysis. 129, 105714.

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

• 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 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

• 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 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
  2 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)

• 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

• 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 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

• 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 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

• 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 survey on dragonfly algorithm and its applications in engineering

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

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

• 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)

• 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

• 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
  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.

  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

• 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

• 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