Data Science Research Unit

Research output

Research output per year 1984 2008 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 140617 Citations
• 157 h-index
• 1519 Article
• 1213 Conference paper
• 71 Chapter (peer-reviewed)
• 68 Abstract
• 278 More
  • 37 Chapter
  • 34 Review article
  • 33 Presentation only
  • 29 Doctoral Thesis
  • 28 Editorial
  • 18 Book
  • 18 Poster
  • 15 Edited book
  • 13 Comment/debate
  • 10 Commissioned report (public)
  • 10 Chapter in textbook/reference book
  • 8 Commissioned report (non-public)
  • 4 Other
  • 4 Letter
  • 3 Other report
  • 2 Textbook/Reference book
  • 2 Other chapter contribution
  • 2 Patent
  • 2 Working paper
  • 1 Foreword/postscript
  • 1 Meeting Abstract
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Special issue
  • 1 Featured article

Research output per year

Research output per year

Search results

• 2022

  Development of an efficient water quality model using cutting-edge artificial intelligence techniques

  Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 2022, p. 19. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  File

  • Model 100%
  • Water Quality 83%
  • Assessment 33%
  • Artificial Intelligence 16%
  • Coastal Water 16%
  8 Downloads (Pure)

• Implications of the revision of design guidelines on urban drainage network performance

  Thompson, J., Krishna Pillai, K., Franzen, T., Burke, R. & Senevirathna, L., 2022, (Accepted/In press).

  Research output: Other contribution to conference › Abstract › peer-review

• Understanding scientific literacy through play-based settings in the early years: A critical review

  Roy, G., Danaia, L. & Sikder, S., 05 Dec 2022, p. 80. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Science Popularization 100%
  • Research 30%
  • Play 30%
  • Caregiver 20%
  • Literature Reviews 20%
  3 Downloads (Pure)
• 2021

  Data science and cyber security systems: A statistical perspective

  Rahman, A., 2021, p. 1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  Open Access

  File

  • Cloud Environment 100%
  • Computing 100%
  • Data Privacy 100%
  • Data Sharing 66%
  • Cyber 66%
  13 Downloads (Pure)

• Detection of Alzheimer's disease using statistical likelihood ratio observer

  Zheng, X., 01 Jul 2021, p. S165. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Patient 100%
  • Volume 42%
  • Hippocampus 35%
  • Alzheimer's Disease 28%
  • Alzheimer Disease 28%

• Dynamic point cloud texture video compression using the edge position difference oriented motion model

  Ahmmed, A., Paul, M. & Pickering, M., 10 May 2021, (E-pub ahead of print) p. 335. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Point Cloud 100%
  • Commonality 50%
  • Modeling 50%
  • Projected Texture 33%
  • Experimental Result 16%
  9 Citations (Scopus)

• The effects of model certainty, test-time augmentation, and their trade-offs on leaf segmentation and counting

  Gomes, D. & Zheng, L., 11 Oct 2021. 3 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Segmentation 100%
  • Positive Effect 25%
  • Data Availability 25%
  • Data Distribution 25%
  • Supervised Learning 25%

• The impact of phantom vertical off-centring, tube voltage and phantom size on CT number accuracy

  Al-Hayek, Y., Zheng, X., Spuur, K., Davidson, R. & Hayre, C. M., 03 Jun 2021, p. 65. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  Open Access

  • Phantom 100%
  • Computer Assisted Tomography 50%
  • Electric Potential 50%
  • PIPES 50%

• The influence of recent bushfire on water quality and operation of water purification systems in regional NSW

  Jackson, R., Krishna Pillai, K., Balkrishna, KC. & Senevirathna, L., 06 Nov 2021.

  Research output: Other contribution to conference › Abstract › peer-review

• The precursor hypothesis: Precursor state as a target for preventing progression of aging processes into disease

  Wang, S., Antonova, K., Lin, Y. & Zheng, X., 02 Sept 2021.

  Research output: Other contribution to conference › Abstract › peer-review

  • Aging 100%
  • Precursor 100%
  • Diseases 80%
  • Age 80%
  • Aging Process 80%
• 2020

  Prediction of migration of PFOS in soil and groundwater in regional NSW

  Mahinroosta, R. & Senevirathna, L., 26 Nov 2020, p. 37. 1 p.

  Research output: Other contribution to conference › Abstract

  • Groundwater 100%
  • Soil 80%
  • Remediation 40%
  • Site 40%
  • Environment 40%

• Reliable and accurate computations for fluid flows

  Li, Z., 27 Nov 2020, p. 26. 1 p.

  Research output: Other contribution to conference › Abstract

  • Fields 100%
  • Velocity Field 80%
  • Point-Finite 80%
  • Points 80%
  • Characteristics 80%

• Visual analysis and prediction of PIT data from Murray Darling Basin

  Huang, X., Baumgartner, L. J., Li, Z., Robinson, W. & Pomorin, K., 26 Nov 2020, p. 7. 1 p.

  Research output: Other contribution to conference › Abstract
• 2019

  An intelligent system based agriculture microsimulation model with bootstrapping validation

  Rahman, A., 2019, p. 93. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Mathematical Model 100%
  • Information 100%
  • Bootstrapping 75%
  • Area 75%
  • Datum 75%

• A workflow for assessing interpretation uncertainty in spatial domains using Bayesian approximation

  McManus, S., Coombes, J., Horta, A. & Rahman, A., 13 Nov 2019, p. 14-18. 5 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Area 100%
  • Datum 100%
  • Public 50%
  • Quality 50%
  • Creativity 50%

• Children’s scientific and engineering experiences are viewed in supportive cultural affordances

  Sikder, S., 03 Jul 2019.

  Research output: Other contribution to conference › Abstract › peer-review

• Digital Visual Observations through the lens of cultural-historical theory: Establishing an inclusive practice in the early childhood research context

  Sikder, S., 18 Jun 2019, p. 52. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

• Effect of fluoride in progression of chronic kidney disease of uncertain etiology in Sri Lanka

  Nanayakkara, S. & Senevirathna, L., 2019.

  Research output: Other contribution to conference › Abstract › peer-review

• Evaluation of different remediation strategies through PFAS transport modelling of a contaminated site

  Mahinroosta, R., Li, M., Shaeri, S. & Senevirathna, L., 2019.

  Research output: Other contribution to conference › Abstract › peer-review

• Informing the design of assistive technology through the discovery of the social, moral, and care values important in LGBTIQ+ eldercare

  Poulsen, A., Skaines, I., McLaren, S. & Burmeister, O., 2019.

  Research output: Other contribution to conference › Abstract

  • Loneliness 100%
  • Elderly (Age Groups) 66%
  • Pilot Study 33%
  • Researcher 33%
  • Procedures 33%

• Integration of biological and environmental quality parameters to develop an algorithm for early detection of chronic kidney disease of uncertain etiology in Sri Lanka

  Nanayakkara, S. & Senevirathna, L., 2019.

  Research output: Other contribution to conference › Abstract › peer-review

• Linking proprioception to unilateral landing mechanics

  Crowley, L., Jelinek, H. & Donnan, L., 2019, p. 846. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

• Modified in-situ soil flushing to remediate PFAS contaminated soil – an innovative remediation approach

  Senevirathna, L., Mahinroosta, R., Li, M. & Shaeri, S., 2019.

  Research output: Other contribution to conference › Abstract › peer-review

• Occupational radiation dose and adherence to radiation safety practices in two hospitals of UAE: Retrospective cross-sectional cohort study

  Elshami, W., Abuzaid, M., Piersson, A. D., Mira, O., Abdelhamid, M., Zheng, X. & Sulieman, A., 2019.

  Research output: Other contribution to conference › Abstract › peer-review

  • Hospital 100%
  • Radiation Dose 100%
  • Radiation Protection 100%
  • Radiation 66%
  • Medical Personnel 50%

• Simulation of a particle flow problem with moving boundaries using the Lattice Boltzmann method based on an interpolated bounce‐back scheme

  Wang, Z., Li, M., Xin, L., Shen, L. & Guan, H., 2019, p. 29-29. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Particle 100%
  • Distribution Function 25%
  • Lattice-Boltzmann Method 25%
  • Simulation 25%
  • Solid State 25%

• SSCOT: A sustainable program to provide strengths based assessment, and implement coordinated wellness recovery action plans

  Roberts, R., McCauley, R., Thomas, M., Rathbone, R., Brennan, M. & Burmeister, O., 2019. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Professional Personnel 100%
  • Service Industries 100%
  • Support 100%
  • Evaluation 80%
  • Coordination 80%
• 2018

  An uncertainty-based approach to quantify the spatial representativeness of local health datasets

  Whitsed, R., Horta, A., Soares, A. & Jelinek, H., 2018.

  Research output: Other contribution to conference › Abstract

• Assessment of interpretation and spatial uncertainty of spatial domains

  McManus, S., Horta, A., Rahman, A. & Coombes, J., Oct 2018, p. 285. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Area 100%
  • Datum 60%
  • Public 60%
  • Creativity 60%
  • Mineralization 40%

• CSU Engineering water treatment plant: A successful case study for sustainable practice

  Senevirathna, L. & Ramzan, S., 2018.

  Research output: Other contribution to conference › Abstract › peer-review

• Local community organisations in Australia and their role in disaster resilience

  Ingham, V., Islam, M. R., Hicks, J., Burmeister, O. & Greig, J., Jul 2018.

  Research output: Other contribution to conference › Abstract › peer-review

  • Communities 100%
  • Disasters 66%
  • Australia 50%
  • Resilience 50%
  • Disaster Prevention 16%

• Patient size and tissue location dependent corrections on Hounsfield numbers in clinical X-ray CT imaging

  Zheng, X., 2018.

  Research output: Other contribution to conference › Abstract › peer-review

  • Computed Tomography 100%
  • Attenuation 13%
  • X Ray 10%
  • Body Size 10%
  • Water 10%

• Why students refuse to use school water fountains in regional Australia?

  Goncher, A., Hollier, A., Barkworth, B., Zanotto, E., Thompson, J. & Senevirathna, L., 2018.

  Research output: Other contribution to conference › Abstract › peer-review

  • School 100%
  • Water 85%
  • Schools 85%
  • Student 71%
  • Students 64%
• 2017

  A review of value sensitive design for cognitive declines of ageing, interpreted through the lens of personhood

  Kreps, D. & Burmeister, O., 2017, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Cognitive Decline 100%
  • Age 75%
  • Design 75%
  • Social Environment 50%
  • Support 50%

• Bootstrapping approaches for validation of a spatial microsimulation model in Australia

  Rahman, A., 2017, p. 1-2. 2 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Bootstrapping 100%
  • Smaller Area 83%
  • Procedures 83%
  • Validation 66%
  • Statistical Prediction 50%

• Measuring information security readiness in a distributed cloud environment

  Mendis, C., Dhakal, R. & Islam, MD. R., 2017, p. 64-64. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Information Security 100%
  • Cloud Computing 50%
  • Acceptable Level 25%
  • Storage Capacity 25%
  • Business Environment 25%

• Other-generated disclosure: A challenge to privacy on social network sites

  Chutikulrungsee, T., Burmeister, O., Bhattacharya, M. & Calic, D., 2017, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Disclosure 100%
  • Self-Disclosure 37%
  • Attention 25%
  • Social Network Site 25%
  • User 25%
• 2016

  A new method for estimating geographical health related characteristics of populations

  Rahman, A., 2016. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

• Multi-pronged strategies to address barriers to socialising in older persons

  Chia, E. V., Onley, L., Bernoth, M., Burmeister, O., Dionigi, R., Dresser, G., Islam, M. Z., Morrison, M. & Nixon, M., 2016, p. 25-25. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Older People 100%
  • Social Isolation 66%
  • Person 66%
  • Wellbeing 66%
  • Social Activity 66%
• 2015

  Epileptic Seizure Prediction Focusing on Relative Change in Consecutive Segments of EEG Signal

  Parvez, M. & Paul, M., 2015, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Electroencephalogram 100%
  • Epileptic Seizure 42%
  • Seizure Prediction 42%
  • Brain 28%
  • Ictal 14%

• Studies of CT system performances using visual grading scaling: A methodological comparison among visual grading characteristics, ordinal regression and logistic psychometric functions

  Zheng, X., Kim, M., Yang, S. & Kim, Y., 2015, p. 5-6. 2 p.

  Research output: Other contribution to conference › Abstract › peer-review

• 2014

  Comparison of different re-sampling rates of RR intervals for Poincaré HRV analysis

  Abubaker, H. B., Khandoker, A. H., Alsafar, H. S., Khalaf, K. & Jelinek, H., 2014, p. 239-240. 2 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Analytical Method 100%
  • Time Series 40%
  • RR Interval 40%
  • Time 40%
  • Need 20%

• Effects of different prior distributions on the Bayesian predictive inference

  Rahman, A., 2014. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Distribution 100%
  • Linear Regression Model 80%
  • Predictive Inference 80%
  • Research Worker 40%
  • Forecasting 40%

• Measuring rice crop nitrogen uptake at panicle initiation: What does the future hold?

  Dunn, B., Dehaan, R. & Dunn, T. S., 2014, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract

  Open Access

  File

  • Crops 100%
  • Spadix 63%
  • Sampling 45%
  • Normalized Difference Vegetation Index 27%
  • Fields 27%
  19 Downloads (Pure)
• 2013

  8-hydroxy-2-deoxy- Guanosine is not correlated to cholesterol level in prediabetes

  Al-Aubaidy, H. & Jelinek, H., 2013.

  Research output: Other contribution to conference › Abstract › peer-review

  • Deoxyguanosine 100%
  • Cholesterol Level 100%

• An Improved Gain Log-periodic Dipole Array Design Using Swarm Optimization

  Aziz-ul-Haq, M., Afzal, M. T., Ahmed, M. M., Memon, Q-D., Rafique, U. & Khan, M., 2013.

  Research output: Other contribution to conference › Abstract › peer-review

  • Dipole 100%
  • Log Periodic 83%
  • Design 50%
  • Optimised Design 33%
  • Optimization 16%

• Atherogenic dyslipidaemia and oxidative dna damage in prediabetes and type 2 diabetes

  Jelinek, H., Al-Aubaidy, H., Khandoker, A. H., Meidinger, S., Maschirow, L., Reidler, P. & McLachlan, C., 2013, p. 82. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Diabetes 100%
  • Diabetes Mellitus 50%
  • Non Insulin Dependent Diabetes Mellitus 50%
  • Glucose 50%
  • Maturity Onset Diabetes of the Young 50%

• A trend for higher levels of homocysteine in a rural Australian cohort with prediabetes

  Lee, Y. Y. L., Jelinek, H., Al-Aubaidy, H. & McLachlan, C., 2013, p. 83. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Homocysteine 100%
  • Impaired Glucose Tolerance 60%
  • Diabetes 60%
  • Cardiovascular Disease 20%
  • Kidney Function 20%

• Bayesian predictive inference for linear regression models with t-errors

  Rahman, A., 2013, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Linear Regression Model 100%
  • Regression Model 75%
  • Distribution 75%
  • Multiple Regression 75%
  • Inference 50%

• Nurse-led heart health clinic in a rural community

  Jelinek, H., 2013, p. 1-1. 1 p.

  Research output: Other contribution to conference › Abstract › peer-review

  • Patient Referral 100%
  • Cardiovascular Disease 80%
  • General Practitioner 60%
  • Electrocardiogram 60%
  • Nurse 60%

• Redox imbalance and endothelial DNA damage as early markers of atherosclerosis risk in prediabetes

  Al-Aubaidy, H., Jelinek, H., Maschirow, L. & Meidinger, S., 2013.

  Research output: Other contribution to conference › Abstract › peer-review

  • Impaired Glucose Tolerance 100%
  • DNA Damage 100%
  • Marker 100%
  • Atherosclerosis 100%