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• 2021

  Data Mining of Scientometrics for Classifying Science Journals

  Shaheen, M., Ahsan, A. & Iqbal, S., 2021, In: Intelligent Automation and Soft Computing. 28, 3

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

• Design Demarcation—A Pointless and Fruitless Task . . .

  Whiting, P. G. C., 2021, In: She-Ji. 7, 1, p. 95-103 9 p.

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

  Open Access

  • Decoration 100%
  • Designer 95%
  • Styling 73%
  • Professional Training 71%
  • Misinterpretation 60%
  1 Citation (Scopus)

• Designing Individualised Virtual Reality Applications for Supporting Depression: A Feasibility Study

  Baghaei, N., Stemmet, L., Khaliq, I., Ahmadi, A., Halim, I., Liang, H. N., Xu, W., Billinghurst, M. & Porter, R., 8 Jun 2021, EICS 2021 - Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. Association for Computing Machinery, Inc, p. 6-11 6 p. (EICS 2021 - Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems).

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

  Open Access

  • Virtual reality 100%
  • Health 83%
  • User experience 14%
  • Feedback 8%
  • Testing 7%

• Design Thinking & Subject Review – Reflection On The Applications Of Design Thinking In Hospitality Education

  Seeger, S. & Bisson, A., Feb 2021, p. 323-327. 5 p.

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

  • curriculum 100%
  • education 94%
  • curriculum subject 89%
  • student 60%
  • empathy 57%

• Developing a model for multi-objective optimization of open channels and labyrinth weirs: Theory and application in Isfahan Irrigation Networks

  Ferdowsi, A., Valikhan-Anaraki, M., Mousavi, S. F., Farzin, S. & Mirjalili, S., Aug 2021, In: Flow Measurement and Instrumentation. 80, 101971.

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

  • Weirs 100%
  • irrigation 96%
  • Irrigation 96%
  • Open Channel 94%
  • labyrinth 90%

• Development of a Building Information Modelling Threshold Capability Framework to Enable Global Curriculum Co-Integration

  London, K., Willand, N. & Zhang, P., 2021, Handbook of Research on Driving Transformational Change in the Digital Built Environment. Underwood, J. & Shelbourn, M. (eds.). IGI Global Publishing, p. 360-383 24 p.

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

• Diagnosing COVID-19 pneumonia from X-ray and CT images using deep learning and transfer learning algorithms

  Maghdid, H. S., Asaad, A. T., Ghafoor, K. Z., Sadiq, A. S., Mirjalili, S. & Khan, M. K., 2021, Multimodal Image Exploitation and Learning 2021. Agaian, S. S., Asari, V. K., DelMarco, S. P. & Jassim, S. A. (eds.). SPIE, 117340E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11734).

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

  • Transfer Learning 100%
  • CT Image 91%
  • pneumonia 88%
  • Polymerase Chain Reaction 64%
  • polymerase chain reaction 63%
  3 Citations (Scopus)

• Diastolic dysfunction and mortality in 436 360 men and women: the National Echo Database Australia (NEDA)

  NEDA Investigators, 28 Apr 2021, In: European heart journal. Cardiovascular Imaging. 22, 5, p. 505-515 11 p.

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

  Open Access

  • Databases 100%
  • Mortality 83%
  • Echocardiography 59%
  • Confidence Intervals 56%
  • Odds Ratio 30%
  3 Citations (Scopus)

• Diastolic Risk Marker

  Playford, D., Strange, G., Stewart, S. & Prior, D. L., 6 May 2021, In: American Journal of Cardiology.

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

• Differences in Temporal Relapse Characteristics Between Affective and Non-affective Psychotic Disorders: Longitudinal Analysis

  Immanuel, S. A., Schrader, G. & Bidargaddi, N., 22 Feb 2021, In: Frontiers in Psychiatry. 12, 558056.

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

  Open Access

  • Psychotic Disorders 100%
  • Recurrence 61%
  • Mood Disorders 17%
  • Mental Health 13%
  • Logistic Models 11%

• Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning

  Sadiq, S., Umer, M., Ullah, S., Mirjalili, S., Rupapara, V. & Nappi, M., 1 Nov 2021, In: Expert Systems with Applications. 181, 115111.

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

  • Application programs 100%
  • Deep learning 99%
  • Stars 37%
  • Sentiment analysis 10%

• Disparities in clinical features and outcomes of peripartum cardiomyopathy in high versus low prevalent regions in Nigeria

  Peripartum Cardiomyopathy in Nigeria (PEACE) Registry Investigators, 2021, (Accepted/In press) In: ESC Heart Failure.

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

  Open Access

  • Peripartum Period 100%
  • Nigeria 79%
  • Cardiomyopathies 73%
  • Selenium 42%
  • Ventricular Remodeling 11%

• Disparities in the clinical features and outcomes of peripartum cardiomyopathy in high versus low prevalent regions in Nigeria: Insights from the PEACE Registry

  Karaye, K. M., Ishaq, N. A., Sai'du, H., Balarabe, S. A., Ahmed, B. G., Adamu, U. G., Mohammed, I. Y., Oboirien, I., Umuerri, E. M., Mankwe, A. C., Shidali, V. Y., Dodiyi-Manuel, S., Njoku, P., Olunuga, T., Josephs, V., Mbakwem, A., Ogah, O. S., Tukur, J., Okeahialam, B., Stewart, S. & 3 others, Henein, M., Sliwa, K. & on behalf of Peripartum Cardiomyopathy in Nigeria (PEACE) Registry Investigators, 2021, In: ESC Heart Failure.

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

  Open Access

• 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 100%
  12 Citations (Scopus)

• Effect of recovery-based interventions on recovery knowledge and attitudes of mental health professionals, regarding recovery-oriented practice: A quantitative narrative review

  Sreeram, A., Cross, W. & Townsin, L., 2021, (Accepted/In press) In: International Journal of Mental Health Nursing.

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

  • Mental Health 100%
  • Mental Health Recovery 30%
  • Physical Restraint 26%
  • Job Satisfaction 21%
  • Population Characteristics 21%

• Effects of a health worker-led 3-month yoga intervention on blood pressure of hypertensive patients: a randomised controlled multicentre trial in the primary care setting

  Dhungana, R. R., Pedisic, Z., Joshi, S., Khanal, M. K., Kalauni, O. P., Shakya, A., Bhurtel, V., Panthi, S., Ramesh Kumar, K. C., Ghimire, B., Pandey, A. R., Bista, B., Khatiwoda, S. R., McLachlan, C. S., Neupane, D. & de Courten, M., Dec 2021, In: BMC Public Health. 21, 1, 550.

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

  Open Access

  • Yoga 100%
  • blood pressure 95%
  • health workers 82%
  • Multicenter Studies 65%
  • Primary Health Care 59%

• EFFICACY OF MYOFASCIAL DECOMPRESSION FOR MUSCULOSKELETAL CONDITIONS

  Wood, S., 2021, (Submitted) Victoria University. 157 p.

  Research output: Types of Thesis › Doctoral Thesis

• Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling

  Yousri, D., Mirjalili, S., Machado, J. A. T., Thanikanti, S. B., elbaksawi, O. & Fathy, A., Apr 2021, In: Engineering Applications of Artificial Intelligence. 100, 104193.

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

  • Proton exchange membrane fuel cells (PEMFC) 100%
  • Data storage equipment 55%
  • Parameter estimation 42%
  • Experiments 16%
  1 Citation (Scopus)

• Ejection fraction and mortality: a nationwide register-based cohort study of 499 153 women and men

  Stewart, S., Playford, D., Scalia, G. M., Currie, P., Celermajer, D. S., Prior, D., Codde, J., Strange, G. & Investigators, . B. O. T. NEDA., 2021, In: European Journal of Heart Failure. 23, 3, p. 406-416 11 p.

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

  • Stroke Volume 100%
  • Cohort Studies 75%
  • Mortality 55%
  • Confidence Intervals 19%
  • Heart Failure 16%
  5 Citations (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

  • Classifier 100%
  • Mining 83%
  • Sentiment analysis 81%
  • Classifiers 51%
  • Machine learning 35%
  3 Citations (Scopus)

• Evaluating a pilot education-to-work program for adults with Down syndrome

  De Souza, D. E. & Vongalis-Macrow, A., Sep 2021, In: Studies in Educational Evaluation. 70, p. 1-10 10 p., https://doi.org/10.1016/j.stueduc.2021.101016.

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

  • Down Syndrome 100%
  • education 25%
  • quality standard 23%
  • abstraction 21%
  • hiring 21%

• Evaluating the Overall Effect: evaluation protocol for Respect 2040, an Australian primary prevention initiative

  Wood, S., 2021, (In preparation).

  Research output: Working paper

• Evaluation of human resource information systems using grey ordinal pairwise comparison MCDM methods

  Esangbedo, M. O., Bai, S., Mirjalili, S. & Wang, Z., 15 Nov 2021, In: Expert Systems with Applications. 182, 115151.

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

  Open Access

  • System theory 100%
  • Information systems 71%
  • Personnel 67%
  • Managers 37%
  • Decision making 31%

• Excess mortality at Christmas due to cardiovascular disease in the HUNT study prospective population-based cohort in Norway.

  Moholdt, T., Afoakwah, C., Scuffham, P. A., McDonald, C. F., Burrell, L. M. & Stewart, S., 20 Mar 2021, BMC Public Health. Vol. 21. 549

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

  Open Access

  • Norway 100%
  • Holidays 85%
  • Cardiovascular Diseases 67%
  • Prospective Studies 59%
  • Mortality 46%

• Exergo-economic analysis and multi-objective multi-verse optimization of a solar/biomass-based trigeneration system using externally-fired gas turbine, organic Rankine cycle and absorption refrigeration cycle

  Nazari, N., Mousavi, S. & Mirjalili, S., 5 Jun 2021, In: Applied Thermal Engineering. 191, 116889.

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

  • Absorption refrigeration 100%
  • Rankine cycle 84%
  • Economic analysis 78%
  • Exergy 75%
  • Biomass 64%

• 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 100%
  • Testing 12%

• Exploring Older Adults' Experiences of a Home-Based, Technology-Driven Balance Training Exercise Program Designed to Reduce Fall Risk: A Qualitative Research Study within a Randomized Controlled Trial

  Ambrens, M., Stanners, M., Valenzuela, T., Razee, H., Chow, J., Van Schooten, K. S., Close, J. C. T., Clemson, L., Zijlstra, G. A. R., Lord, S. R., Tiedemann, A., Alley, S. J., Vandelanotte, C. & Delbaere, K., 2021, (Accepted/In press) In: Journal of Geriatric Physical Therapy.

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

  • Qualitative Research 100%
  • Accidental Falls 68%
  • Randomized Controlled Trials 58%
  • Technology 56%
  • Education 54%

• Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems

  Karami, H., Anaraki, M. V., Farzin, S. & Mirjalili, S., Jun 2021, In: Computers and Industrial Engineering. 156, 107224.

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

  • Catchments 94%
  • Gears 54%
  • Physics 54%

• 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 100%
  • Population Growth 92%
  • Distribution Network 91%
  • Robustness Analysis 87%
  • System Dynamics 83%
  1 Citation (Scopus)

• 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 100%
  1 Citation (Scopus)

• 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 › Conference contribution › peer-review

  • Graph theory 100%
  • Redundancy 10%

• Grasshopper Optimization Algorithm: Theory, Variants, and Applications

  Meraihi, Y., Gabis, A. B., Mirjalili, S. & Ramdane-Cherif, A., 2021, (Accepted/In press) In: IEEE Access.

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

  Open Access

  • Wind Energy 100%
  • Application 19%
  • Swarm intelligence 10%
  • Distributed power generation 8%
  • Wind power 7%
  3 Citations (Scopus)

• Green talent management and turnover intention: the roles of leader STARA competence and digital task interdependence

  Ogbeibu, S., Chiappetta Jabbour, C. J., Burgess, J., Gaskin, J. & Renwick, D. W. S., 2021, (Accepted/In press) In: Journal of Intellectual Capital.

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

  Open Access

  • Task Interdependence 100%
  • Talent Management 84%
  • Robotics 84%
  • Turnover Intention 75%
  • Artificial Intelligence 74%

• Health and safety management using building information modelling: Phase One Report

  London, K., Pablo, Z., Kaur, G., Vårhammar, A. & Zhang, P., 2021, Sydney, NSW: NSW Government. 11 p.

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

  • health and safety 100%
  • modeling 36%
  • construction industry 26%
  • project 22%
  • industry 13%

• Health and safety management using building information modelling: Phase Two Report

  London, K., Pablo, Z., feng, Y., Vårhammar, A. & Zhang, P., 2021, Sydney, NSW: NSW Government. 11 p.

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

  • health and safety 100%
  • modeling 36%
  • construction industry 26%
  • project 22%
  • industry 13%

• 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 100%
  • student 83%
  • Skill Acquisition 60%
  • Questionnaire 54%
  • learning 40%
  3 Citations (Scopus)

• Hospitality through the screen – Investigating online teaching experiences of hospitality educators

  Manfreda, A., Lee, C. & Bisson, A., Feb 2021, p. 519. 1 p.

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

  • educator 100%
  • Teaching 69%
  • experience 50%
  • teaching method 35%
  • profession 27%

• Impact of academic majors on entrepreneurial intentions of Vietnamese students: An extension of the theory of planned behavior

  Dao, T. K., Bui, A. T., Doan, T. T. T., Dao, N. T., Le, H. H. & Le, T. T. H., Mar 2021, In: Heliyon. 7, 3, e06381.

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

  Open Access

  • Entrepreneurial Intention 100%
  • Theory of Planned Behavior 88%
  • Business Students 66%
  • Perceived Risk 29%
  • Entrepreneurial Process 17%

• Impact of COVID-19 pandemic on orthopaedic surgeons in terms of anxiety, sleep outcomes and change in management practices: A cross-sectional study from India

  Sharma, V., Kumar, N., Gupta, B. & Mahajan, A., 2021, In: Journal of Orthopaedic Surgery. 29, 1

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

  Open Access

  • Practice Management 100%
  • Orthopedic Surgeons 94%
  • Pandemics 89%
  • India 73%
  • Sleep 65%

• Implications of artificial intelligence for bushfire management

  Zarghami, S. A. & Dumrak, J., 2021, In: Australian Journal of Emergency Management. 36, 1, p. 84-91 8 p.

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

  Open Access

  • Artificial Intelligence 100%
  • artificial intelligence 75%
  • Artificial intelligence 65%
  • management 36%
  • Disasters 21%
  1 Citation (Scopus)

• Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques

  Ishaq, A., Sadiq, S., Umer, M., Ullah, S., Mirjalili, S., Rupapara, V. & Nappi, M., 2021, In: IEEE Access. 9, p. 39707-39716 10 p., 9370099.

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

  Open Access

  • Classifier 100%
  • Mining 83%
  • Data mining 60%
  • Classifiers 51%
  • Machine learning 26%
  5 Citations (Scopus)

• Inverse problem for dynamic structural health monitoring based on slime mould algorithm

  Tiachacht, S., Khatir, S., Thanh, C. L., Rao, R. V., Mirjalili, S. & Abdel Wahab, M., 2021, (Accepted/In press) In: Engineering with Computers.

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

  • Structural Health Monitoring 100%
  • Inverse problems 55%
  • Structural health monitoring 54%
  • Inverse Problem 41%
  • Damage 33%

• Kidney age - chronological age difference (KCD) score provides an age-adapted measure of kidney function

  Campbell, D. J., Coller, J. M., Gong, F. F., McGrady, M., Boffa, U., Shiel, L., Liew, D., Stewart, S., Owen, A. J., Krum, H., Reid, C. M. & Prior, D. L., Dec 2021, In: BMC Nephrology. 22, 1, 152.

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

  Open Access

  • Kidney 100%
  • Glomerular Filtration Rate 59%
  • Patient Education 31%
  • ROC Curve 26%
  • Area Under Curve 25%

• 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

  • Mining 100%
  • Stars 89%
  • Electric network analysis 88%
  • Data mining 72%
  • Personnel 66%

• Lessons Learned: Applying Constructivist Grounded Theory To Explore Robotic Customer Service In Hotels

  Rodwell, S., Scerri, M. & Beilby, J., 2021, CAUTHE 2021 Conference.

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

• 'Little Australia'. Unpacking Cosmopolitanism in Niseko, Japan

  Nelson, K., Black, R. & Bamberry, L., Oct 2021, (Accepted/In press) Case Based Research in Tourism, Travel, Hospitality and Events. Springer Publishing Company

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

• 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

  • life years 100%
  • Disease Management 85%
  • Atrial Fibrillation 76%
  • Cost-Benefit Analysis 74%
  • Quality-Adjusted Life Years 63%

• Mapping Blockchain Technology Prospects and Solutions in the Healthcare Industry for Pandemic Crises

  Pour Mirza, A., Nov 2021, (In preparation) Healthcare Technology Solutions for Pandemics - A Roadmap. Adibi, D. S., Rajabifard, P. A., Islam, D. S. & Ahmadvand, D. A. (eds.). London, UK: Springer Nature

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

  • Industry 37%
  • Health 13%
  • Nonprofit organization 8%
  • Patents and inventions 7%
  • History 7%

• Mild pulmonary hypertension and premature mortality among 154, 956 men and women undergoing routine echocardiography

  Stewart, S., Kai Chan, Y., Playford, D., Strange, G. & on behalf of the NEDA Investigators, 2021, In: European Respiratory Journal. 57, 5

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

  • Premature Mortality 100%
  • Ventricular Pressure 91%
  • Pulmonary Hypertension 85%
  • Echocardiography 71%
  • Conflict of Interest 54%

• Minimum energy transmission forest-based geocast in software-defined wireless sensor networks

  Banerjee, A., Sufian, A., Sadiq, A. S. & Mirjalili, S., 2021, (Accepted/In press) In: Transactions on Emerging Telecommunications Technologies.

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

  Open Access

  • Wireless sensor networks 100%
  • Redundancy 54%
  • Throughput 44%
  • Network protocols 43%
  • Costs 36%