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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

  • 4-aminoquinoline
  • Quinine
  • Pandemics
  • Hydroxychloroquine
  • Chloroquine

• 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
  • Comparative Study
  • Constrained optimization
  • Optimization Problem
  • Multiobjective optimization

• 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

• 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
  • Transfer functions
  • Machine learning
  • Learning algorithms
  • Data mining

• 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
  • Global optimization
  • Experiments
  9 Citations (Scopus)

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

  McDonald, H., Gould, R., Delaney, D. & Vecchio, N., 10 Jan 2021, (Accepted/In press) p. 1. 14 p.

  Research output: Contribution to conference › Paper › peer-review

  • Health Promotion
  • Workplace
  • health promotion
  • workplace
  • Health

• 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

• 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
  • Multiobjective optimization
  • Optimization Problem
  • Integrated
  • Evolutionary Algorithms
  1 Citation (Scopus)

• 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
  • Screening
  • Datasets
  • Whales
  • Deep Learning

• 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. Springer Science and Business Media Deutschland GmbH, p. 111-128

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

  • authenticity
  • banking
  • taxonomy
  • finance
  • assets

• 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
  • Tobacco Use
  • Pandemics
  • Smokeless Tobacco
  • Widowhood

• 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
  • Electric lamps
  • Convolution
  • Experiments

• Differences in temporal relapse characteristics between affective and non-affective psychotic disorders: Longitudinal analysis

  Immanuel, S. A., Schrader, G. & Bidargaddi, N., 2021, In: Frontiers in Psychiatry. 12

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

• Dynamic Salp swarm algorithm for feature selection

  Tubishat, M., Ja'afar, S., Alswaitti, M., Mirjalili, S., Idris, N., Ismail, M. A. & Omar, M. S., Feb 2021, In: Expert Systems with Applications. 164, 113873.

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

  • Feature extraction
  1 Citation (Scopus)

• Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD)

  Yousaf, A., Umer, M., Sadiq, S., Ullah, S., Mirjalili, S., Rupapara, V. & Nappi, M., 2021, In: IEEE Access. 9, p. 6286-6295 10 p., 9309291.

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

  Open Access

  • Sentiment analysis
  • Classifiers
  • Machine learning
  • Industry

• Explanatory defect causation model linking digital innovation, human error and quality improvement in residential construction

  London, K., Pablo, Z. & Gu, N., Mar 2021, In: Automation in Construction. 123, 103505.

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

  • Defects
  • Testing

• Forecasting the Impact of Population Growth on Robustness of Water Distribution Networks: A System Dynamics Approach

  Zarghami, S. A. & Gunawan, I., 2021, In: IEEE Transactions on Engineering Management.

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

  • Robustness
  • Distribution Network
  • Robustness Analysis
  • System Dynamics
  • Population Growth

• General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

  Too, J. & Mirjalili, S., 2021, In: Applied Artificial Intelligence. 35, 3, p. 247-263 17 p.

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

  • Feature extraction

• Graph Theory and Its Role in Vulnerability Evaluation of Infrastructure Networks

  Zarghami, S. A. & Gunawan, I., 2021, WCEAM 2019-Lecture Notes in Mechanical Engineering. Márquez, A. C., Komljenovic, D. & Amadi-Echendu, J. (eds.). Cham: Springer Nature, p. 91-101

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

  • vulnerability
  • evaluation
  • document
  • forecast
  • indicator

• Hospitality Students’ Acquisition of Knowledge and Skills through a Virtual Field Trip Experience

  Patiar, A., Kensbock, S., Benckendorff, P., Robinson, R., Richardson, S., Wang, Y. & Lee, A., 2021, In: Journal of Hospitality and Tourism Education. 33, 1, p. 14-28 15 p.

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

  • Hospitality
  • student
  • Skill Acquisition
  • learning
  • questionnaire

• Know Your Stars Before They Fall Apart: A Social Network Analysis of Telecom Industry to Foster Employee Retention using Data Mining Technique

  Younis, S. & Ahsan, A., 2021, (Accepted/In press) In: IEEE Access.

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

  Open Access

  • Stars
  • Electric network analysis
  • Data mining
  • Personnel
  • Industry

• Long-term cost-effectiveness of a disease management program for patients with atrial fibrillation compared to standard care–a multi-state survival model based on a randomized controlled trial

  Gao, L., Scuffham, P., Ball, J., Stewart, S. & Byrnes, J., 2021, In: Journal of Medical Economics. 24, 1, p. 87-95 9 p.

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

  Open Access

  • Disease Management
  • Atrial Fibrillation
  • Cost-Benefit Analysis
  • Quality-Adjusted Life Years
  • Randomized Controlled Trials

• MOEO-EED: A multi-objective equilibrium optimizer with exploration–exploitation​ dominance strategy

  Abdel-Basset, M., Mohamed, R., Mirjalili, S., Chakrabortty, R. K. & Ryan, M. J., 28 Feb 2021, In: Knowledge-Based Systems. 214, 106717.

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

  • Gaussian distribution
  • Linear equations
  • Nonlinear equations
  • Trade-offs
  • Crowding

• Organizational Robustness and Information Systems

  Desouza, K. & Xie, Y., 2021, (Accepted/In press).

  Research output: Contribution to conference › Paper › peer-review

• The Arithmetic Optimization Algorithm

  Abualigah, L., Diabat, A., Mirjalili, S., Abd Elaziz, M. & Gandomi, A. H., 1 Apr 2021, In: Computer Methods in Applied Mechanics and Engineering. 376, 113609.

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

  Open Access

  • optimization
  • heuristic methods
  • Heuristic methods
  • mathematics
  • subtraction
  2 Citations (Scopus)

• The Project-Oriented Firm and the Role of Project Portfolio Management in Strategic Development

  Hadjinicolaou, N., Kader, M. & Adballah, I., 18 Feb 2021, In: International Journal of Advances in Management and Economics. 11, 1, p. 1-18

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

  • Project Portfolio Management
  • Strategic Management
  • Strategic Planning
  • Project Success
  • Organizational Agility

• Understanding consumer perceptions of frailty screening to inform knowledge translation and health service improvements

  Archibald, M. M., Lawless, M. T., Ambagtsheer, R. C. & Kitson, A. L., 1 Jan 2021, In: Age and Ageing. 50, 1, p. 227-232 6 p.

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

  Open Access

  • Frailty
  • Translational Medical Research
  • Health Services
  • Focus Groups
  1 Citation (Scopus)
• 2020

  #LookAtMe: Capturing NSW rural destination marketing managers perceptions of engaging the millennial market.

  Black, R., Lewis, C. & Nelson, K., 13 Feb 2020, CAUTHE 2020: 20: 20 Vision: New Perspectives on the Diversity of Hospitality, Tourism and Events. Auckland, NZ: Auckland University of Technology

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

  • marketing
  • manager
  • Tourism
  • market
  • wine

• A 360-degree teaching and learning approach for a predominantly international postgraduate public health student cohort: an emphasis on engagement and inclusivity

  Phillips, C. L., Shanmuganathan, S., Casanelia, L. & Hanna, F., 9 Jul 2020, CAPHIA's 2020 Australian Teaching and Learning Forum .

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

  • public health
  • Teaching
  • learning
  • student
  • teaching style

• A Binary Equilibrium Optimization Algorithm for 0–1 Knapsack Problems

  Abdel-Basset, M., Mohamed, R. & Mirjalili, S., 2020, (Accepted/In press) In: Computers and Industrial Engineering. 106946.

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

  • Transfer functions
  • Repair
  2 Citations (Scopus)

• A critical realist evaluation of an integrated care project for vulnerable families in Sydney, Australia

  Tennant, E., Miller, E., Costantino, K., De Souza, D., Coupland, H., Fotheringham, P. & Eastwood, J., 1 Dec 2020, In: BMC Health Services Research. 20, 1, 995.

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

  Open Access

  • Interdisciplinary Placement
  • Capacity Building
  • Interviews
  • Heuristics
  • Family Relations

• Acupuncture for Poststroke Dysphagia: A Pilot, Nonrandomized, Self-Controlled Trial

  Chan, Y. T., 12 May 2020, In: Evidence-based Complementary and Alternative Medicine. 2020, 7 p., 4689296.

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

  Open Access

  • Non-Randomized Controlled Trials
  • Acupuncture
  • Deglutition
  • Deglutition Disorders
  • Outcome Assessment (Health Care)
  1 Citation (Scopus)

• Advanced Clinical Naturopathic Medicine

  Mitchell-Paterson, T., 28 Jul 2020, Advanced Clinical Naturopathic Medicine . Hechtman, L. (ed.). Elsevier

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

• Advancing research and evidence for compassion-based interventions: A matter of the head or heart?

  Mills, J., 1 Sep 2020, In: Palliative Medicine. 34, 8, p. 973-975 3 p.

  Research output: Contribution to journal › Editorial

  Open Access
  2 Citations (Scopus)

• A dynamic locality multi-objective salp swarm algorithm for feature selection

  Aljarah, I., Habib, M., Faris, H., Al-Madi, N., Heidari, A. A., Mafarja, M., Elaziz, M. A. & Mirjalili, S., Sep 2020, In: Computers and Industrial Engineering. 147, 106628.

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

  • Feature extraction
  • Combinatorial optimization
  • Multiobjective optimization
  • Evolutionary algorithms
  • Learning algorithms
  5 Citations (Scopus)

• A Genealogy of Summer Camp

  Baker, M., 2020, Becoming and Being a Camp Counsellor: Discourse, Power Relations and Emotions. Cham: Palgrave Macmillan Ltd., p. 23-52 30 p. (Leisure Studies in a Global Era).

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

  • genealogy
  • experience
  • popular culture
  • counselor
  • manager

• Age-related longitudinal change in cardiac structure and function in adults at increased cardiovascular risk

  Gong, F. F., Coller, J. M., McGrady, M., Boffa, U., Shiel, L., Liew, D., Stewart, S., Owen, A. J., Krum, H., Reid, C. M., Prior, D. L. & Campbell, D. J., 2020, In: ESC Heart Failure. n/a, n/a

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

  • Cardiovascular Diseases
  • Heart Failure
  • Stroke Volume
  • Incidence
  1 Citation (Scopus)

• A harmonic estimator design with evolutionary operators equipped grey wolf optimizer

  Saxena, A., Kumar, R. & Mirjalili, S., 1 May 2020, In: Expert Systems with Applications. 145, 113125.

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

  • Mathematical operators
  7 Citations (Scopus)

• A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study

  Too, J. & Mirjalili, S., 2020, (Accepted/In press) In: Knowledge-Based Systems. 106553.

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

  • Feature Selection
  • Feature extraction
  • Wrapper
  • Learning Model
  • Curse of Dimensionality
  1 Citation (Scopus)

• AI for Covid-19: Conduits for Public Health Surveillance

  Unnithan, C., Hardy, J. & Lilley, N., 12 Dec 2020, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 9-17 9 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 60).

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

  • Public health
  • Application programs
  • Open Data
  • Viruses
  • Problem-Based Learning

• Airbnb Superhosts' talk in commercial homes

  Scerri, M. A. & Presbury, R., Jan 2020, In: Annals of Tourism Research. 80, 102827.

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

  • Accommodation
  • accommodation
  • Peer to Peer
  • services
  • tourism
  4 Citations (Scopus)

• Ambulance Wish: An opportunity for public health palliative care partnerships with paramedics and other community members

  Mills, J., 2 Jan 2020, In: Progress in Palliative Care. 28, 1, p. 17-18 2 p.

  Research output: Contribution to journal › Comment/debate

  • Allied Health Personnel
  • Ambulances
  • Palliative Care
  • Terminal Care
  • Public Health
  1 Citation (Scopus)

• A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization

  Gupta, S., Deep, K., Mirjalili, S. & Kim, J. H., 15 Sep 2020, In: Expert Systems with Applications. 154, 113395.

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

  • Global optimization
  • Mathematical operators
  • Multilayer neural networks
  • Heuristic algorithms
  • Set theory
  9 Citations (Scopus)

• Analysis and visualisation of stakeholder relationship in Offsite construction: Social Network Analysis approach

  Nguyen, B. N., London, K. A. & Zhang, P., 9 Jul 2020, In: IOP Conference Series: Materials Science and Engineering. 869, 6, 062029.

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

  Open Access

  • Electric network analysis
  • Visualization
  • Project management
  • Supply chains
  • Acoustic waves

• An application of the mentoring framework to investigate the effectiveness of mentoring programs between industry mentors and student mentees in hospitality

  Scerri, M., Presbury, R. & Goh, E., Dec 2020, In: Journal of Hospitality and Tourism Management. 45, p. 143-151 9 p.

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

  • Mentoring
  • Mentor
  • Hospitality
  • student
  • industry
  2 Citations (Scopus)

• An efficient equilibrium optimizer with mutation strategy for numerical optimization

  Gupta, S., Deep, K. & Mirjalili, S., Nov 2020, In: Applied Soft Computing Journal. 96, 106542.

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

  • Multilayer neural networks
  • Statistical methods
  • Scalability
  2 Citations (Scopus)

• A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

  Abdel-Basset, M., El-Shahat, D., El-henawy, I., de Albuquerque, V. H. C. & Mirjalili, S., 1 Jan 2020, In: Expert Systems with Applications. 139, 112824.

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

  • Fusion reactions
  • Feature extraction
  • Large dataset
  • Particle swarm optimization (PSO)
  • Data mining
  39 Citations (Scopus)

• A novel objective function with artificial ecosystem-based optimization for relieving the mismatching power loss of large-scale photovoltaic array

  Yousri, D., Babu, T. S., Mirjalili, S., Rajasekar, N. & Elaziz, M. A., 1 Dec 2020, In: Energy Conversion and Management. 225, 113385.

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

  • Ecosystems
  4 Citations (Scopus)

• A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation

  Mirjalili, S., Zhang, H., Mirjalili, S., Chalup, S. & Noman, N., 1 Jan 2020, Soft Computing for Problem Solving 2019 - Proceedings of SocProS 2019. Nagar, A. K., Deep, K., Bansal, J. C. & Das, K. N. (eds.). Springer Gabler, p. 241-259 19 p. (Advances in Intelligent Systems and Computing; vol. 1138).

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

  • Transfer functions
  • Particle swarm optimization (PSO)
  • Combinatorial optimization
  • Set theory