Biography
Professor Douglas Creighton is Professor of Systems Engineering and the Director of the Institute for Intelligent Systems Research and Innovation (IISRI) at Deakin University.
Prof. Creighton was part of the leadership team that formed IISRI in 2006, where he established its globally recognised Modelling and Simulation research program, one of the institute’s two core research programs, which he continues to lead today.
He is an internationally recognised voice in modelling and simulation research and has made signification research contributions and impact across the manufacturing, transport and defence sectors in agent-based modelling and simulation, computational intelligence and learning algorithms and systems thinking.
Prof. Creighton’s research focuses both on theory and application of modelling and simulation to further understanding, generate insight and support decision making in complex engineered systems. He has completed numerous projects over the last 20 years across automotive, aerospace, and rail manufacturing, delivering productivity, sustainability and reliability benefits.
Read more on Douglas's profileResearch interests
- Characterisation of industrial systems (complex, stochastic, dynamic)
- Event-based simulation modelling methodology and practice
- Data driven prediction and forecasting
- Robust optimisation, sequencing and scheduling
- Visualisation and haptics for decision support in complex environments
-
Emulation and intelligent control
Affiliations
- Elected in 2020 by the Australasian Rail Association Industry membership to National Rail Industry Group Executive Committee, in recognition his extensive R&D experience with Australian rail, automotive and aviation OEMs and SMEs, and to contribute to enabling Australian rail manufacturing and supplier sectors to prosper.
- Committee member, Geelong Quality Council
Current board and committee appointments:
- Chair, University Research and Research Training Committee (RRTC)
- Deputy Chair, Deakin University Academic Board
Knowledge areas
- Agent-based modelling and simulation
- Computational intelligence and learning algorithms
- Systems thinking and quantitative analytics
- Modelling complex systems
- Uncertainty quantification (including the creation of advanced prediction interval quantification techniques)
- Development of decision support systems deployed across multiple sectors and industries.
Conferences
Prof. Creighton has been invited to speak at events including:
- AusRail 2020, Dec 2020, Creating more inclusive public transport as we move toward universal accessibility
- Vic Government Transport Regulators Forum, Nov 2020, Advanced Aerial Mobility in Australia
- RMCRC Forum 2019, Sydney, Aug 2019, Rail data analytics – insights and benefits
- Invited chair to the Industrial Internet Summit 4.0, Sydney, 26-27 Feb 2020
- AusRail 2019, Dec 2019, Sydney, Invited Panellist, Smart rail: Technology of the future
- NZRail, Auckland, June 2019, Harmonising the Technology Future of the Australasian Rail Industry
- AusRail 2018, Dec 2018, Canberra, Invited Panellist, Transport Technology: How to Embrace Data and Disruption
- ARA Telecommunications and Technology Forum 2018, Melbourne Oct 2018, Identifying a long-term program to improve the Rail industry's ability to adopt and keep pace with telecommunication and information-based technologies
- VicWater 2017, Melbourne, Keynote, Modelling the Future State of Electricity
- Aurecon Digital Transformation and Exemplar Forum workshops (2015 / 2016) and Aurecon global senior executive meeting (2016 - Sydney)
- Invited expert panel member to Australian Defence Simulation Office – Simulation Roundtable (2011-2014).
- Invited speaker at the Natural Resources Forum – Perth (2014)
- Invited speaker and expert panel member ‘Simulation - Importance of Research and Development’, Asia Pacific Simulation Technology and Training Conference, Adelaide (2012)
- Local manufacturing groups and community forums (2010 onwards)
Professional activities
- Contributed to the strategic direction of the Australian rail industry by leading the development of a 30-year framework to define rail industry focus, initiatives and research programs for integration and support of next-generation digital and telecommunications technologies, termed the SMART RAIL Route Map. This project applied a novel Systems Thinking Strategy for Technology Road Mapping (TRM) methodology.
- Lead author on a Deakin Mobility Series whitepaper titled ‘Advanced Aerial Mobility and eVTOL aircraft in Australia: Promise and Challenges’, which has attracted considerable national and international interest. The paper aims to create a national discussion in Advanced Air Mobility (AAM) and raise awareness of eVTOL and AAM across a broad number of stakeholders in Australia. As a consequence, Prof. Creighton became an invited participant of various state and federal workgroups thinking about this emerging transport mode.
- A strong track record working with small business, and being a champion of “research that makes a difference to the communities we serve”. Through both his role as a committee member on the Geelong Quality Council and directly on research projects he has contributed to business competitiveness through product and process quality improvements, such as quality tracking software (QTS) for Geelong small businesses that has delivered reductions in quality defects by up to 20% in some organisations.
Research groups
- Professor of Systems Engineering, Deakin University
- IISRI Research Leader, Systems Modelling and Simulation
Awards
- 2016 Society of Automotive Engineers (Australasia) Mobility Engineering Excellence Gold Award, one of four Gold Awards for Engineering Excellence, for the research and development of an Ingress/Egress discomfort assessment algorithms and technology for automotive design to evaluate automotive designs prior to production.
- Three best paper awards in 2012, including IEEE 14th International Conference on Modelling and Simulation.
- Institute for Intelligent Systems Research and Innovation Award for Excellence in Industry Collaboration Rollingstock Predictive Maintenance team, led by Professor Doug Creighton, Dec 2020
- Institute for Intelligent Systems Research and Innovation Award for Excellence in Project Impact Electoral Commission Modelling and Simulation team, Dec 2020.
Projects
Prof. Creighton's projects with commercial outcomes, include:
- StickE is a unique, online technology to enable users to build, merge, explore, analyse and share systems maps with collaborators and stakeholders. In the last 5 years it has been licenced to use by more than 2,000 individuals and research organisations, including the World Health Organisation (WHO), Community-based trials of improving child health in >50 communities in Australia and >30 countries worldwide, EU trials in national health policy in Poland, Portugal, Spain, UK, Norway and the Netherlands, as well as us in South Africa, Canada, the US, and NZ. Use case examples childhood obesity, unhealthy eating, accessibility, mental health, rail, water, energy, sustainable infrastructure and engineering research such as the impacts and unintended consequences of autonomy.
Publications
Evolution of cyber-physical-human water systems: Challenges and gaps
Pratik Bhandari, Douglas Creighton, Jinzhe Gong, Carol Boyle, Kris Law
(2023), Vol. 191, pp. 1-25, Technological Forecasting and Social Change, Amsterdam, The Netherlands, C1
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation
Y Choo, Z Cai, V Le, M Johnstone, D Creighton, C Lim
(2023), Vol. 27, pp. 16675-16715, Soft Computing, C1
Light Insight Trial (LiT) Research Report
Ashim Debnath, Vu Le, Alexey Medvedev, Wonmongo Soro, Chee Lim, Douglas Creighton, Arkady Zaslavsky, Zoran Najdovsky, Michael Johnstone
(2023), Geelong, Vic., A6
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging
Haafizah Shaukat, Bruce Gunn, Michael Johnstone, Douglas Creighton
(2023), pp. 85-90, IEEA 2023 : Proceedings of the 12th Informatics, Environment, Energy and Applications International Conference, Singapore, Singapore, E1
Optimisation of Multi-objective Rolling Stock Maintenance Scheduling with Harris' Hawk Optimiser
Yit Choo, Vu Le, Michael Johnstone, Douglas Creighton, Himanshu Jindal, Kevin Tan
(2023), pp. 59-65, IAICT 2023 : Proceedings of the IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, Bali, Indonesia, E1
Feature Selection for Cycle Life Prediction of Fast-Charged Lithium-ion Batteries
R Mohammed, V Le, D Creighton, A Hosen
(2023), pp. 271-276, Proceedings of the 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2023, E1
H Beks, T Amos, J Bell, J Ryan, J Hayward, A Brown, C Mckenzie, B Allen, G Ewing, K Hudson, R Clark, B Morphett, S Allender, D Creighton, M Johnstone, V Versace
(2022), Vol. 22, pp. 1-13, Rural and Remote Health, Cairns, Qld., C1
Digital Transformation in Water Organizations
C Boyle, G Ryan, P Bhandari, K Law, J Gong, D Creighton
(2022), Vol. 148, pp. 1-21, Journal of Water Resources Planning and Management, Reston, Va., C1
Towards designing a generic and comprehensive deep reinforcement learning framework
N Nguyen, T Nguyen, N Pham, H Nguyen, D Nguyen, T Nguyen, C Lim, M Johnstone, A Bhatti, D Creighton, S Nahavandi
(2022), pp. 1-22, Applied Intelligence, Berlin, Germany, C1
A weakly-supervised graph-based joint sentiment topic model for multi-topic sentiment analysis
T Zhou, K Law, D Creighton
(2022), Vol. 609, pp. 1030-1051, Information Sciences, Amsterdam, The Netherlands, C1
T Zhou, M Kris, D Creighton, C Wu
(2022), Vol. 144, Transportation Research Part C: Emerging Technologies, C1
Improving high value manufacturing with simulation-based Bayesian Optimisation
B Gunn, I Hettiarachchi, M Johnstone, V Le, D Creighton, L Preston
(2022), pp. 1-8, SysCon 2022 - Proceedings of the 16th Annual IEEE International Systems Conference, Montreal, Canada, E1
Multi-objective Flexible Job-Shop Scheduling with an Ensemble Optimisation Model
Y Choo, Z Cai, V Le, M Johnstone, W Chan, D Creighton
(2022), pp. 229-234, IEACon 2022 : IEEE Industrial Electronics and Applications Conference 2022, Kuala Lumpur, Malaysia, E1
T Nguyen, P Pathirana, T Nguyen, Q Nguyen, A Bhatti, D Nguyen, D Nguyen, N Nguyen, D Creighton, M Abdelrazek
(2021), Vol. 11, pp. 3487-, Scientific reports, England, C1
NN-based Prediction Interval for Nonlinear Processes Controller
M Hosen, A Khosravi, H Kabir, M Johnstone, D Creighton, S Nahavandi, P Shi
(2021), Vol. 19, pp. 3239-3252, International Journal of Control, Automation and Systems, Berlin, Germany, C1
N Maitland, K Wardle, J Whelan, B Jalaludin, D Creighton, M Johnstone, J Hayward, S Allender
(2021), Vol. 21, pp. 1233-, BMC public health, England, C1
J Zhang, M Johnstone, V Le, B Khan, A Hosen, D Creighton, J Carney, A Wilson, M Lynch
(2021), Vol. 186, Expert Systems with Applications, C1
Ongoing transformation of critical infrastructure systems as cyberphysical-human systems
P Bhandari, C Boyle, J Gong, K Law, D Creighton
(2021), pp. 3342-3347, IEEE SMC 2021: Proceedings of the IEEE SMC Systems, Man and Cybernetics Conference, Virtual, E1
J McCormick, M Hossny, M Fielding, J Mullins, J Vincent, M Hossny, K Vincs, S Mohamed, S Nahavandi, D Creighton, S Hutchison
(2020), Vol. 53, pp. 45-49, Leonardo, C1
J Hayward, S Morton, M Johnstone, D Creighton, S Allender
(2020), Vol. 3, npj Digital Medicine, England, C1
A scalarization-based dominance evolutionary algorithm for many-objective optimization
M Khan, Samer Hanoun, Michael Johnstone, Chee Lim, Douglas Creighton, Saeid Nahavandi
(2019), Vol. 474, pp. 236-252, Information sciences, Amsterdam, The Netherlands, C1
Comparing the performance of different types of distributed fuzzy-based traffic signal controllers
S Araghi, A Khosravi, D Creighton
(2019), Vol. 36, pp. 6155-6166, Journal of intelligent and fuzzy systems, Amsterdam, Netherlands, C1-1
Modelling and simulation of large and complex systems for airport baggage handling security
saeid Nahavandi, bruce Gunn, M Johnstone, doug Creighton
(2019), Vol. 1, pp. 1055-1067, SAI 2018 : Proceedings of the 2018 Computing Conference, London, Eng., E1
An improved scalarization-based dominance evolutionary algorithm for many-objective optimization
B Khan, S Hanoun, M Johnstone, C Lim, D Creighton, S Nahavandi
(2019), pp. 1-5, SysCon 2019 : Proceedings of the 13th Annual IEEE International Systems Conference, Orlando, Fla., E1
Task Assignment in Camera Networks: A Reactive Approach for Manufacturing Environments
S Hanoun, A Bhatti, D Creighton, S Nahavandi, P Crothers, G Carroll
(2018), Vol. 12, pp. 173-183, IEEE Systems Journal, C1
Robust vehicle detection in aerial images using bag-of-words and orientation aware scanning
H Zhou, L Wei, C Lim, D Creighton, S Nahavandi
(2018), Vol. 56, pp. 7074-7085, IEEE transactions on geoscience and remote sensing, Piscataway, N.J., C1
J McGlashan, J Hayward, A Brown, B Owen, L Millar, M Johnstone, D Creighton, S Allender
(2018), Vol. 4, pp. 575-581, Obesity Science and Practice, United States, C1
Multi-objective job shop scheduling using i-NSGA-III
B Khan, B Khan, S Hanoun, S Hanoun, M Johnstone, M Johnstone, C Lim, C Lim, D Creighton, D Creighton, S Nahavandi, S Nahavandi
(2018), pp. 1-5, SysCon 2018 : Proceedings of the 12th Annual IEEE International Systems Conference, Vancouver, Canada, E1
A Hossny, D Creighton, S Nahavandi
(2017), Vol. 11, pp. 1983-1993, IEEE systems journal, Piscataway, N.J., C1-1
On Detecting Road Regions in a Single UAV Image
H Zhou, H Kong, L Wei, D Creighton, S Nahavandi
(2017), Vol. 18, pp. 1713-1722, IEEE Transactions on Intelligent Transportation Systems, C1
S Araghi, A Khosravi, D Creighton, S Nahavandi
(2017), Vol. 71, pp. 493-503, Expert Systems with Applications, C1
Enhanced decision fusion of semantically segmented images via local majority saliency map
M Hossny, S Nahavandi, D Creighton, C Lim, A Bhatti
(2017), Vol. 53, pp. 1036-1038, Electronics Letters, C1
Steering approaches to Pareto-optimal multiobjective reinforcement learning
P Vamplew, R Issabekov, R Dazeley, C Foale, A Berry, T Moore, D Creighton
(2017), Vol. 263, pp. 26-38, Neurocomputing, Amsterdam, The Netherlands, C1-1
A framework for designing active pan-tilt-zoom (PTZ) camera networks for surveillance applications
S Hanoun, Z Zhang, V Le, B Khan, M Johnstone, M Fielding, A Bhatti, D Creighton, S Nahavandi
(2017), pp. 1-6, SysCon 2017 : Proceedings of the 11th Annual IEEE International Systems Conference, Montreal, Que., E1
A new decomposition-based evolutionary framework for many-objective optimization
M Khan, S Hanoun, M johnstone, C lim, D creighton, S nahavandi
(2017), SysCon 2017 : 11th Annual IEEE International Systems Conference, Montreal, Canada, E1
Car park occupancy analysis using UAV images
H Zhou, L Wei, M Fielding, D Creighton, S Deshpande, S Nahavandi
(2017), Vol. 2017-December, pp. 3261-3265, SMC 2017 : Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, Banff, Alberta, E1-1
Cohort analysis of simulation-based medical training for decision support
J Zhang, S Hanoun, B Khan, D Creighton, S Nahavandi, K Britt, K D'Souza, J Watson, R Yanieri
(2017), pp. 2608-2612, SMC 2017 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, E1
Target coverage in camera networks for manufacturing workplaces
S Hanoun, A Bhatti, D Creighton, S Nahavandi, P Crothers, C Esparza
(2016), Vol. 27, pp. 1221-1235, Journal of Intelligent Manufacturing, C1
Quantifying a systems map: Network analysis of a childhood obesity causal loop diagram
J McGlashan, M Johnstone, D Creighton, K De La Haye, S Allender
(2016), Vol. 11, PLoS ONE, United States, C1
A Novak, L Tracey, V Nguyen, M Johnstone, V Le, D Creighton
(2016), pp. 2680-2691, WSC2015: Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, Calif., E1
RNA-seq data analysis using nonparametric Gaussian process models
T Nguyen, S Nahavandi, D Creighton, A Khosravi
(2016), pp. 5087-5093, IJCNN 2016 : Proceedings of the International Joint Conference on Neural Networks, Vancouver, Canada, E1-1
Future integrated factories: a system of systems engineering perspective
S Nahavandi, V Le, D Creighton, M Johnstone, J Zhang
(2015), pp. 147-161, Integrated systems: innovations and applications, Cham, Switzerland, B1
Complex simulation of stockyard mining operations
V Le, M Johnstone, Z Zhang, B Khan, D Creighton, S Hanoun, S Nahavandi
(2015), Vol. 95, pp. 529-537, Advances in global optimization, Cham, Switzerland, B1
Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction
J Wang, C Lim, D Creighton, A Khorsavi, S Nahavandi, J Ugon, P Vamplew, A Stranieri, L Martin, A Freischmidt
(2015), Vol. 26, pp. 277-289, Neural computing and applications, Berlin, Germany, C1
A review on computational intelligence methods for controlling traffic signal timing
S Araghi, A Khosravi, D Creighton
(2015), Vol. 42, pp. 1538-1550, Expert systems with applications, Amsterdam, The Netherlands, C1
Classification of healthcare data using genetic fuzzy logic system and wavelets
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 42, pp. 2184-2197, Expert systems with applications, Amsterdam, The Netherlands, C1
EEG data classification using wavelet features selected by Wilcoxon statistics
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 26, pp. 1193-1202, Neural computing and applications, Berlin, Germany, C1
EEG signal classification for BCI applications by wavelets and interval type-2 fuzzy logic systems
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 42, pp. 4370-4380, Expert systems with applications, Amsterdam, The Netherlands, C1
Intelligent cuckoo search optimized traffic signal controllers for multi-intersection network
S Araghi, A Khosravi, D Creighton
(2015), Vol. 42, pp. 4422-4431, Expert systems with applications, Amsterdam, The Netherlands, C1
Simulation-based baggage handling system merge analysis
M Johnstone, D Creighton, S Nahavandi
(2015), Vol. 53, pp. 45-59, Simulation modelling practice and theory, Amsterdam, The Netherlands, C1
Enhancing medical named entity recognition with an extended segment representation technique
S Keretna, C Lim, D Creighton, K Shaban
(2015), Vol. 119, pp. 88-100, Computer methods and programs in biomedicine, Amsterdam, The Netherlands, C1
Fuzzy portfolio allocation models through a new risk measure and fuzzy sharpe ratio
T Nguyen, L Gordon-Brown, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 23, pp. 656-676, IEEE transactions on fuzzy systems, Piscataway, N.J., C1
Medical data classification using interval type-2 fuzzy logic system and wavelets
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 30, pp. 812-822, Applied soft computing, Amsterdam, The Netherlands, C1
Hierarchical gene selection and genetic fuzzy system for cancer microarray data classification
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 10, pp. 1-23, PLoS one, San Francisco, Calif., C1
Automatic spike sorting by unsupervised clustering with diffusion maps and silhouettes
T Nguyen, A Bhatti, A Khosravi, S Haggag, D Creighton, S Nahavandi
(2015), Vol. 153, pp. 199-210, Neurocomputing, Amsterdam, The Netherlands, C1
Efficient road detection and tracking for unmanned aerial vehicle
H Zhou, H Kong, L Wei, D Creighton, S Nahavandi
(2015), Vol. 16, pp. 297-309, IEEE Transactions on intelligent transportation systems, Champaign, III., C1
A novel aggregate gene selection method for microarray data classification
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 60-61, pp. 16-23, Pattern recognition letters, Amsterdam, The Netherlands, C1
Fuzzy system with tabu search learning for classification of motor imagery data
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 20, pp. 61-70, Biomedical signal processing and control, C1
Hidden Markov models for cancer classification using gene expression profiles
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 316, pp. 293-307, Information sciences, Amsterdam, The Netherlands, C1
Improving the quality of prediction intervals through optimal aggregation
M Hosen, A Khosravi, S Nahavandi, D Creighton
(2015), Vol. 62, pp. 4420-4429, IEEE Transactions on industrial electronics, Piscataway, N.J, C1
A dynamic time warped clustering technique for discrete event simulation-based system analysis
M Johnstone, V Le, J Zhang, B Gunn, S Nahavandi, D Creighton
(2015), Vol. 42, pp. 8078-8085, Expert systems with applications, Amsterdam, The Netherlands, C1
Multi-output interval type-2 fuzzy logic system for protein secondary structure prediction
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2015), Vol. 23, pp. 735-760, International journal of uncertainty, fuzziness and knowlege-based systems, Singapore, C1
Mass spectrometry cancer data classification using wavelets and genetic algorithm
T Nguyen, S Nahavandi, D Creighton, A Khosravi
(2015), Vol. 589, pp. 3879-3886, FEBS letters, Amsterdam, The Netherlands, C1
Learning to replace a human: a virtual performing agent
J McCormick, S Hutchison, A Nash, K Vincs, S Nahavandi, D Creighton
(2015), Vol. 15, pp. 18-22, International journal of virtual reality, Plouzane, France, C1-1
C Tan, S Hanoun, C Lim, D Creighton, S Nahavandi
(2015), pp. 170-174, SysCon 2015: Proceedings of the 9th Annual IEEE International Systems Conference, Vancouver, B.C., E1
Distributed Q-learning controller for a multi-intersection traffic network
S Araghi, A Khosravi, D Creighton
(2015), Vol. 9489, pp. 337-344, ICONIP 2015 : Neural information processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015 : proceedings, Istanbul, Turkey, E1
Design of distributed adaptive neural traffic signal timing controller by cuckoo search optimization
S Araghi, A Khosravi, D Creighton
(2015), Vol. 9490, pp. 583-590, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Istanbul, Turkey, E1
Optimal feature subset selection for neuron spike sorting using the genetic algorithm
B Khan, A Bhatti, M Johnstone, S Hanoun, D Creighton, S Nahavandi
(2015), Vol. 9490, pp. 364-370, ICONIP 2015 : Neural information processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015 : proceedings, Istanbul, Turkey, E1
Prediction interval-based neural network controller for nonlinear processes
M Hosen, A Khosravi, S Nahavandi, D Creighton, S Salaken
(2015), pp. 1-6, IJCNN 2015 : Proceedings of the International Joint Conference on Neural Networks, Killarney, Ireland, E1
EEG signal analysis for BCI application using fuzzy system
T Nguyen, S Nahavandi, A Khosravi, D Creighton, I Hettiarachchi
(2015), Vol. 2015-September, pp. 1-8, IJCNN 2015: Proceedings of the 2015 International Joint Conference on Neural Networks, Killarney, Ireland, E1
Hybrid controller with the combination of FLC and neural network-based IMC for nonlinear processes
M Hosen, S Salaken, A Khosravi, S Nahavandi, D Creighton
(2015), pp. 1-10, ICONIP 2015 : Neural information processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015 : proceedings, Istanbul, Turkey, E1
Prediction interval-based control of nonlinear systems using neural networks
M Hosen, M Hosen, A Khosravi, A Khosravi, S Nahavandi, S Nahavandi, D Creighton, D Creighton
(2015), pp. 101-110, ICONIP 2015 : Neural information processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015 : proceedings, Istanbul, Turkey, E1
S Araghi, A Khosravi, D Creighton
(2015), pp. 2078-2083, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
A robust approach for automated lung segmentation in thoracic CT
H Zhou, D Goldgof, S Hawkins, L Wei, Y Liu, D Creighton, R Gillies, L Hall, S Nahavandi
(2015), pp. 2267-2272, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
Marine object detection using background modelling and blob analysis
H Zhou, L Llewellyn, L Wei, D Creighton, S Nahavandi
(2015), pp. 430-435, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
Enhancement of medical named entity recognition using graph-based features
S Keretna, C Lim, D Creighton
(2015), pp. 1895-1900, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system
T Nguyen, S Nahavandi, A Khosravi, D Creighton
(2015), pp. 1-8, UZZ-IEEE 2015: Proceedings of the IEEE International Conference on Fuzzy Systems, Istanbul, Turkey, E1
A multi-level approach to planning and scheduling resources for aviation training
M Johnstone, V Le, A Novak, B Khan, D Creighton, L Tracey, V Nguyen
(2015), pp. 1848-1854, MODSIM2015: Partnering with industry and the community for innovation and impact through modelling. Proceedings of the 21st International Congress on Modelling and Simulation, Gold Coast, Qld., E1
Modelling a helicopter training continuum to support system transformation
M Johnstone, V Le, B Khan, D Creighton, A Novak, V Nguyen, L Tracey
(2015), pp. 1-11, I/ITSEC 2015: Forging the Future Through Innovation. Interservice/Industry Training, Simulation, and Education Conference (NTSA), Orlando, Fla., E1
Body parts segmentation with attached props using RGB-D imaging
H Haggag, M Hossny, S Nahavandi, S Haggag, D Creighton
(2015), pp. 1-8, DICTA 2015 : Proceedings of the Digital Image Computing: Techniques and Applications 2015 International Conference, Adelaide, S.A., E1
Inclusion of environmental effects in steering behaviour modelling using fuzzy logic
M Nasir, C Lim, S Nahavandi, D Creighton
(2014), Vol. 41, pp. 1901-1914, Expert systems with applications, Amsterdam, The Netherlands, C1
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2014), Vol. 238, pp. 43-53, Journal of neuroscience methods, Amsterdam, Netherlands, C1
A genetic fuzzy system to model pedestrian walking path in a built environment
M Nasir, C Lim, S Nahavandi, D Creighton
(2014), Vol. 45, pp. 18-34, Simulation Modelling Practice and Theory, Amsterdam , Netherlands, C1
M Hosen, M Hussain, F Mjalli, A Khosravi, D Creighton, S Nahavandi
(2014), Vol. 92, pp. 903-916, Chemical engineering research and design, London, England, C1
Prediction of pedestrians routes within a built environment in normal conditions
M Nasir, C Lim, S Nahavandi, D Creighton
(2014), Vol. 41, pp. 4975-4988, Expert Systems with Applications, Oxford, United Kingdom, C1
S Hanoun, D Creighton, S Nahavandi
(2014), Vol. 75, pp. 1501-1516, International journal of advanced manufacturing technology, London, England, C1
M Hosen, A Khosravi, D Creighton, S Nahavandi
(2014), Vol. 45, pp. 2246-2257, Journal of the Taiwan institute of chemical engineers, Amsterdam, Netherlands, C1
Inpainting images with curvilinear structures propagation
H Zhou, L Wei, D Creighton, S Nahavandi
(2014), Vol. 25, pp. 2003-2008, Machine Vision and Applications, Heidelberg , Germany, C1
Recent advances on singlemodal and multimodal face recognition : A survey
H Zhou, A Mian, L Wei, D Creighton, M Hossny, S Nahavandi
(2014), Vol. 44, pp. 701-716, IEEE Transactions on Human-Machine Systems, Piscataway, NJ, C1
M Hosen, A Khosravi, S Nahavandi, D Creighton
(2014), pp. 2041-2051, WCECS 2012 : Proceedings of the 2012 World Congress on Engineering & Compuer Science, San Francisco, California, E1
J McCormick, K Vincs, S Nahavandi, D Creighton, S Hutchison
(2014), pp. 70-75, ACM International Conference Proceeding Series, Paris, France, E1
Neural signal analysis by landmark-based spectral clustering with estimated number of clusters
T Nguyen, A Khosravi, A Bhatti, D Creighton, S Nahavandi
(2014), pp. 4042-4049, IJCNN 2014 : Proceedings of the 2014 International Joint Conference on Neural Networks, Beijing, China, E1
Aggregation of Pi-based forecast to enhance prediction accuracy
M Hosen, A Khosravi, S Nahavandi, D Creighton
(2014), pp. 778-784, IJCNN 2014 : Proceedings of the 2014 International Joint Conference on Neural Networks, Beijing, China, E1
Optimal design of traffic signal controller using neural networks and fuzzy logic systems
S Araghi, A Khosravi, D Creighton
(2014), pp. 42-47, IJCNN 2014 : Proceedings of the International Joint Conference on Neural Networks, Beijing, China, E1
LGT/VOT tracking performance evaluation of depth images
H Haggag, M Hossny, S Haggag, J Xiao, S Nahavandi, D Creighton
(2014), pp. 284-288, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelaide, South Australia, E1
Efficacy comparison of clustering systems for limb detection
H Haggag, M Hossny, S Haggag, S Nahavandi, D Creighton
(2014), pp. 148-153, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelade, South Australia), E1
A hybrid model for named entity recognition using unstructured medical text
S Keretna, C Lim, D Creighton
(2014), pp. 85-90, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelaide, South Australia, E1
ANFIS traffic signal controller for an isolated intersection
S Araghi, A Khosravi, D Creighton
(2014), pp. 175-180, FCTA 2014 : Proceedings of the International Conference on Fuzzy Computation Theory and Applications, Rome, Italy, E1
Medical diagnosis by fuzzy standard additive model with wavelets
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2014), pp. 1937-1944, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2014), pp. 1123-1130, Proceedings of the 2014 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE 2014, Beijing, China, E1
Classification ensemble to improve medical Named Entity Recognition
S Keretna, Chee Lim, Doug Creighton, K Shaban
(2014), pp. 2630-2636, Proceedings of 2014 IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, USA, E1
Optimal fuzzy traffic signal controller for an isolated intersection
S Araghi, A Khosravi, D Creighton, S Nahavandi
(2014), pp. 435-440, SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, E1
Safety applications using Kinect technology
H Haggag, M Hossny, S Haggag, S Nahavandi, D Creighton
(2014), pp. 2164-2169, SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, E1
Knowledge-based automatic performance evaluation for medical training debriefing
Z Zhang, S Hanoun, D Creighton, S Nahavandi, K D'Souza, K Britt, R Yanieri
(2014), pp. 2180-2185, SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, E1
Classification of neural action potentials using mean shift clustering
T Nguyen, A Khosravi, I Hettiarachchi, D Creighton, S Nahavandi
(2014), pp. 1247-1252, SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, E1
Solving fuzzy programming with a consistent fuzzy number ranking
T Nguyen, V Lee, A Khosravi, D Creighton, S Nahavandi
(2014), pp. 551-556, SMC 2014 : Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, E1
Fast road detection and tracking in aerial videos
H Zhou, H Kong, J Alvarez, D Creighton, S Nahavandi
(2014), pp. 712-718, Proceedings of 25th Intelligent Vehicles Symposium; IEEE, 2014, Dearborn, MI, E1
Recognition: Combining human interaction and a digital performing agent
J McCormick, A Nash, S Hutchison, K Vincs, S Nahavandi, D Creighton
(2014), Vol. 2014-April, pp. 1-5, Proceeding of the Virtual Reality International Conference; Association for Computing Machinery 2014, Laval, France, E1-1
A robust approach for automated lung segmentation in thoracic CT
Hailing Zhou, Dmitry Goldgof, Samuel Hawkins, Lei Wei, Ying Liu, Doug Creighton, Robert Gillies, Lawrence Hall, Saeid Nahavandi
(2014), pp. 2267-2272, 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), Austin, TX, E1-1
Sahar Araghi, Abbas Khosravi, Doug Creighton
(2014), pp. 2078-2083, 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), Austin, TX, E1-1
A sustainable energy saving method for hotels by green hotel deals
H Abdi, D Creighton, S Nahavandi
(2013), pp. 669-677, Sustainability in energy and buildings : proceedings of the 4th International Conference on Sustainability in Energy and Buildings (SEB'12, Berlin, Germany, B1
Simulation-based knowledge management in airport operations
S Nahavandi, D Creighton, M Johnstone, V Le, J Zhang
(2013), pp. 83-95, Integration of practice-oriented knowledge technology : trends and prospectives, Berlin, Germany, B1
N Gu, Z Cao, L Xie, D Creighton, M Tan, S Nahavandi
(2013), Vol. 24, pp. 1241-1252, Journal of intelligent manufacturing, London, England, C1
A neural network-GARCH-based method for construction of prediction intervals
A Khosravi, S Nahavandi, D Creighton
(2013), Vol. 96, pp. 185-193, Electric power systems research, Amsterdam, The Netherlands, C1
Prediction intervals for short-term wind farm power generation forecasts
A Khosravi, S Nahavandi, D Creighton
(2013), Vol. 4, pp. 602-610, IEEE Transactions on sustainable energy, Piscataway, N.J., C1
Quantifying uncertainties of neural network-based electricity price forecasts
A Khosravi, S Nahavandi, D Creighton
(2013), Vol. 112, pp. 120-129, Applied energy, Amsterdam, The Netherlands, C1
S Araghi, A Khosravi, M Johnstone, D Creighton
(2013), Vol. 26, pp. 2164-2171, Engineering applications of artificial intelligence, Amsterdam, The Netherlands, C1
G Beliakov, D Creighton, M Johnstone, T Wilkin
(2013), Vol. 184, pp. 1999-2004, Computer physics communications, Amsterdam, The Netherlands, C1
Extracting 3D mesh skeletons using antipodal points locations
S Farag, W Abdelrahman, D Creighton, S Nahavandi
(2013), pp. 135-139, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Towards a parameterless 3D mesh segmentation
S Farag, W Abdelrahman, S Nahavandi, D Creighton
(2013), pp. 1-8, ICGIP 2012 : Proceedings of the 4th International Conference on Graphic and Image Processing, Singapore, E1
Real time ergonomic assessment for assembly operations using kinect
H Haggag, M Hossny, S Nahavandi, D Creighton
(2013), pp. 495-500, UKSim 2013 : Proceedings of the Computer Modelling and Simulation 2013 international conference, Cambridge, England, E1
Quantifying heteroskedasticity via binary decomposition
M Hassan, M Hossny, S Nahavandi, D Creighton
(2013), pp. 112-116, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Quantifying heteroskedasticity using slope of local variances index
M Hassan, M Hossny, S Nahavandi, D Creighton
(2013), pp. 107-111, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Image fusion metrics : evolution in a nutshell
M Hossny, S Nahavandi, D Creighton, B Asim, M Hassan
(2013), pp. 443-450, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Video driven traffic modelling in ParamicsTM
H Zhou, D Creighton, C Lim, L Wei, D Gao
(2013), pp. 525-530, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Epidemiological dynamics modeling by fusion of soft computing techniques
T Nguyen, A Khosravi, D Creighton, S Nahavandi
(2013), IJCNN 2013 : Proceedings of the IEEE Neural Networks 2013 International Joint Conference, Dallas, Texas, E1
Dynamic control of skilled and unskilled labour task assignments
V Le, J Zhang, M Johnstone, S Nahavandi, D Creighton
(2013), pp. 955-960, AIM 2013 : Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Wollongong, New South Wales, E1
Video driven traffic modelling
H Zhou, D Creighton, L Wei, D Gao, S Nahavandi
(2013), pp. 506-511, AIM 2013 : Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Wollongong, New South Wales, E1
Neural network and interval type-2 fuzzy system for stock price forecasting
T Nguyen, A Khosravi, S Nahavandi, D Creighton
(2013), pp. 1-8, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1
Automatic deformation transfer for data-driven haptic rendering
S Farag, W Abdelrahman, D Creighton, S Nahavandi
(2013), pp. 264-269, INDIN 2013 : Proceedings of the 2013 11th IEEE International Conference on Industrial Informatics, Bochum, Germany, E1
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility
S Hanoun, B Khan, M Johnstone, S Nahavandi, D Creighton
(2013), pp. 206-211, INDIN 2013 : Proceedings of the 2013 11th IEEE International Conference on Industrial Informatics, Bochum, Germany, E1
Control of polystyrene batch reactor using fuzzy logic controller
M Hosen, A Khosravi, S Nahavandi, D Creighton
(2013), pp. 4516-4521, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
A Hossny, S Nahavandi, D Creighton
(2013), pp. 970-976, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
Recognising user identity in twitter social networks via text mining
S Keretna, A Hossny, D Creighton
(2013), pp. 3079-3082, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
Intelligent traffic light control of isolated intersections using machine learning methods
S Araghi, A Khosravi, M Johnstone, D Creighton
(2013), pp. 3621-3626, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
Learning to dance with a human
J McCormick, K Vincs, S Nahavandi, D Creighton
(2013), ISEA 2013 : Resistance is futile : Proceedings of the 2013 International Symposium on Electronic Arts, Sydney, N.S.W., E1
Haptics interface for modelling and simulation of flexible cables
S Nahavandi, A Bhatti, M Hossny, D Creighton, R Tilove
(2013), pp. 6-11, ICITA 2013 : Proceedings of the Information Technology and Applications 2013 conference, Sydney, N.S.W., E1
Measuring depth accuracy in RGBD cameras
H Haggag, M Hossny, D Filippidis, D Creighton, S Nahavandi, V Puri
(2013), pp. 1-7, ICSPCS 2013 : Proceedings of the Signal Processing and Communication Systems 2013 International Conference, Gold Coast, Qld., E1
Q-learning method for controlling traffic signal phase time in a single intersection
S Araghi, A Khosravi, M Johnstone, D Creighton
(2013), pp. 1261-1265, ITSC 2013 : Intelligent transportation systems for all transport modes : Proceedings of the IEEE Intelligent Transport Systems 2013 International Conference, The Hague, Netherlands, E1
Construction of neural network-based prediction intervals for short-term electrical load forecasting
H Quan, D Srinivasan, A Khosravi, S Nahavandi, D Creighton
(2013), pp. 66-72, CIASG 2013 : Proceedings of the 2013 IEEE Computational Intelligence Applications in Smart Grid, Singapore, E1
Interval type-2 fuzzy logic systems for load forecasting : a comparative study
A Khosravi, S Nahavandi, D Creighton, D Srinivasan
(2012), Vol. 27, pp. 1274-1282, IEEE transactions on power systems, Piscataway, N. J, C1
G Beliakov, M Johnstone, D Creighton, T Wilkin
(2012), pp. 1-18, Computing, Wein, Austria, C1
Heteroskedasticity variance index
M Hassan, M Hossny, S Nahavandi, D Creighton
(2012), pp. 135-141, UKSim 2012 : Proceedings of the Modelling and Simulation 2012 international conference, Cambridge, England, E1
Prediction interval construction using interval type-2 fuzzy logic systems
A Khosravi, S Nahavandi, D Creighton, R Naghavizadeh
(2012), pp. 1504-1510, FUZZ-IEEE/WCCI 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, Brisbane, Qld, E1
Uncertainty quantification for wind farm power generation
A Khosravi, S Nahavandi, D Creighton, R Naghavizadeh
(2012), pp. 309-314, IJCNN/WCCI 2012 : Proceedings of the 2012 International Joint Conference on Neural Networks, Brisbane, Qld., E1
An evaluation mechanism for saliency functions used in localized image fusion quality metrics
M Hossny, S Nahavandi, D Creighton
(2012), pp. 407-415, UKSim 2012 : Proceedings of the Computer Modelling and Simulation 2012 conference, Cambridge, England, E1
Discrete event simulation enabled high level emulation of a distribution centre
J Zhang, V Le, M Johnston, S Nahavandi, D Creighton
(2012), pp. 470-475, UKSim 2012 : Proceedings of the 14th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
Fuzzy simulation of pedestrian walking path considering local environmental stimuli
M Nasir, S Nahavandi, D Creighton
(2012), pp. 1311-1316, FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, Brisbane, Qld., E1
Enhancing audio-haptic enabled novel dental training platform performance
S Deshpande, S Nahavandi, J Mullins, M Khan, D Creighton
(2012), pp. 1-6, ASME & IDETC/CIE 2012 : Proceedings of the International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2012, Chicago, Ill., E1
A generalised data analysis approach for baggage handling systems simulation
V Le, J Zhang, M Johnstone, S Nahavandi, D Creighton
(2012), pp. 1681-1687, SMC 2012 : Proceedings of the 2012 IEEE International Conference on Systems, Man, and Cybernetics, Seoul, Korea, E1
Low cost multimodal facial recognition via kinect sensors
M Hossny, D Filippidis, W Abdelrahman, H Zhou, M Fielding, J Mullins, L Wei, D Creighton, V Puri, S Nahavandi
(2012), pp. 77-86, LWC 2012 : Potent land force for a joint maritime strategy : Proceedings of the 2012 Land Warfare Conference, Melbourne, Victoria, E1
L Wei, V Le, W Abdelrahman, M Hossny, D Creighton, S Nahavandi
(2012), pp. 1-6, SimTecT 2012 : Simulation-integrated solutions : Proceedings of the Annual Asia Pacific Simulation Technology and Training Conference, Adelaide, South Australia, E1
Performance analysis of two advanced controllers for polystyrene polymerization in batch reactor
M Hosen, A Khosravi, S Nahavandi, D Creighton, M Hussain
(2012), pp. 729-732, WCECS 2012 : Proceedings of the World Congress on Engineering and Computer Science, San Francisco, Calif., E1
Solving a multiobjective job shop scheduling problem using Pareto Archived Cuckoo Search
S Hanoun, D Creighton, S Nahavandi, H Kull
(2012), pp. 1-8, ETFA 2012 : Proceedings of the 2012 17th IEEE International Conference on Emerging Technologies & Factory Automation, Krakow, Poland, E1
A Hossny, S Nahavandi, D Creighton
(2012), pp. 1-4, ETFA 2012 : Proceedings of the 2012 17th IEEE International Conference on Emerging Technologies & Factory Automation, Krakow, Poland, E1
Wind farm power uncertainty quantification using a mean-variance estimation method
A Khosravi, S Nahavandi, D Creighton, J Jaafar
(2012), pp. 1-6, POWERCON 2012 : Proceedings of the 2012 IEEE International Conference on Power System Technology, Auckland, New Zealand, E1
Investigation of process dynamics and control of polystyrene batch reactor using hybrid model
M Hosen, M Hussain, A Khosravi, D Creighton, S Nahavandi
(2012), pp. 765-769, WCECS 2012 : Proceedings of the World Congress on Engineering and Computer Science, San Francisco, Calif., E1
A genetic algorithm-based method for improving quality of travel time prediction intervals
A Khosravi, E Mazloumi, S Nahavandi, D Creighton, J Van Lint
(2011), Vol. 19, pp. 1364-1376, Transportation research part C, Oxford, United Kingdom, C1
Comprehensive review of neural network-based prediction intervals and new advances
A Khosravi, S Nahavandi, D Creighton, A Atiya
(2011), Vol. 22, pp. 1341-1356, IEEE Transactions on Neural Networks, Piscataway, N. J, C1
Family of blind source separation methods based on generalised constant modulus criterion
N Gu, S Nahavandi, W Yu, D Creighton
(2011), Vol. 47, pp. 595-597, Electronics letters, Stevenage, England, C1
Lower upper bound estimation method for construction of neural network-based prediction intervals
A Khosravi, S Nahavandi, D Creighton, A Atiya
(2011), Vol. 22, pp. 337-346, IEEE Transactions on Neural Networks, Piscataway, NJ, C1
Prediction interval construction and optimization for adaptive neurofuzzy inference systems
A Khosravi, S Nahavandi, D Creighton
(2011), Vol. 19, pp. 983-988, IEEE transactions on fuzzy systems, Piscataway, N.J., C1
Prediction intervals to account for uncertainties in travel time prediction
A Khosravi, E Mazloumi, S Nahavandi, D Creighton, J van Lint
(2011), Vol. 12, pp. 537-547, IEEE transactions on intelligent transportation systems, Piscataway, N. J., C1
A comparative study of supervised learning techniques for data-driven haptic simulation
W Abdelrahman, S Farag, S Nahavandi, D Creighton
(2011), pp. 2842-2846, SMC 2011 : Conference proceeding of the 2011 International Conference on Systems, Man, and Cybernetics, Anchorage, Alaska, E1
Data-driven computation of contact dynamics during two-point manipulation of deformable objects
W Abdelrahman, S Nahavandi, D Creighton, M Harders
(2011), pp. 377-384, ASME 2011 : Proceedings of the Innovative Virtual Reality (WINVR) 2011 World Conference, Milan, Italy, E1
Hybrid neural-evolutionary model for electricity price forecasting
D Srinivasan, Z Guofan, A Khosravi, S Nahavandi, D Creighton
(2011), pp. 3164-3169, IJCNN 2011 : Proceedings of the International Joint Conference on Neural Networks, San Jose, Calif., E1
Optimizing the quality of bootstrap-based prediction intervals
A Khosravi, S Nahavandi, D Creighton, D Srinivasan
(2011), pp. 3072-3078, IJCNN 2011 : Proceedings of the International Joint Conference on Neural Networks, San Jose, Calif., E1
Physically based simulation of heterogeneous deformable models using XFEM
S Farag, W Abdelrahman, S Nahavandi, D Creighton
(2011), pp. 233-237, INDIN 2011 : IEEE International Conference on Industrial Informatics, Lisbon, Portugal, E1
Short term load forecasting using interval type-2 fuzzy logic systems
A Khosravi, S Nahavandi, D Creighton
(2011), pp. 502-508, FUZZ 2011 : Proceedings of the IEEE 2011 International Conference on Fuzzy Systems, Taipei, Taiwan, E1
Load forecasting and neural networks : a prediction interval-based perspective
A Khosravi, S Nahavandi, D Creighton
(2010), pp. 131-150, Computational intelligence in power engineering, Berlin, Germany, B1
Developing a robust prediction interval based criterion for neural network model selection
A Khosravi, S Nahavandi, D Creighton
(2010), pp. 727-734, Neural Information processing: models and applications, Heidelberg , Germany, B1
Status - based routing in baggage handling systems : searching verses learning
M Johnstone, D Creighton, S Nahavandi
(2010), Vol. 40, pp. 189-200, IEEE transactions on systems, man and cybernetics, part c : applications and reviews, New York, N.Y., C1
M Hossny, S Nahavandi, D Creighton, A Bhatti
(2010), Vol. 46, pp. 1266-1268, Electronics Letters, Hertfordshire, England, C1
A prediction interval-based approach to determine optimal structures of neural network metamodels
A Khosravi, S Nahavandi, D Creighton
(2010), Vol. 37, pp. 2377-2387, Expert systems with applications, Oxford, England, C1
Construction of optimal prediction intervals for load forecasting problems
A Khosravi, S Nahavandi, D Creighton
(2010), Vol. 25, pp. 1496-1503, IEEE transactions on power systems, Piscataway, N.J., C1
N Gu, W Yu, D Creighton, S Nahavandi
(2010), Vol. 46, pp. 1673-1674, Electronics letters, Stevenage, England, C1
Data-based dynamic haptic interaction model with deformable 3D objects
W Abdelrahman, S Farag, S Nahavandi, D Creighton
(2010), pp. 314-318, INDIN 2010 : Proceedings of the 8th IEEE International Conference on Industrial Informatics, Osaka, Japan, E1
A haptic training environment for the heart myoblast cell injection procedure
V Le, S Nahavandi
(2010), pp. 448-452, ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, Singapore, E1
Predicting amount of saleable products using neural network metamodels of casthouses
A Khosravi, S Nahavandi, D Creighton, B Gunn
(2010), pp. 2018-2023, ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, Singapore, E1
Towards autonomous image fusion
M Hossny, S Nahavandi, D Creighton, A Bhatti
(2010), pp. 1748-1754, ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, Singapore, E1
D Jia, A Bhatti, S Nahavandi, D Creighton
(2010), pp. 1-6, SimTecT 2010 : Conference Proceedings : Simulation – Improving Capability and Reducing the Cost of Ownership, Brisbane, Qld., E1
Airport operations : a system-of-systems approach
S Nahavandi, D Creighton, M Johnstone, V Le
(2009), pp. 403-419, Systems of systems engineering : principles and applications, Boca Raton, Fla., B1
Improving prediction interval quality : a genetic algorithm-based method applied to neural networks
A Khosravi, S Nahavandi, D Creighton
(2009), Vol. 5864, pp. 141-149, Lecture notes in computer science, Heidelberg, Germany, C1
Integrating simulated annealing and delta technique for constructing optimal prediction intervals
A Khosravi, S Nahavandi, D Creighton
(2009), Vol. 5863, pp. 285-292, Lecture notes in computer science, Heidelberg, Germany, C1
A dynamic architecture for increased passenger queue model fidelity
M Johnstone, V Le, S Nahavandi, D Creighton
(2009), pp. 3129-3139, WSC 2009 : Proceedings of the 2009 Winter Simulation Conference, Austin, Texas, E1
Haptically enabled interactivity and immersive virtual assembly
A Bhatti, D Creighton, S Nahavandi, Y Khoo, J Anticev, M Zhou
(2009), pp. 1-10, AutoCRC Conference 2009 : conference proceedings, Melbourne, Victoria, E1
Haptically enable interactive virtual assembly training system development and evaluation
A Bhatti, S Nahavandi, Y Khoo, D Creighton, J Anticev, M Zhou
(2009), pp. 1-6, SIMTECT 2009 : Proceedings of the 2009 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Adelaide, South Australia, E1
Interpreting and modeling baggage handling systems as a system of systems
A Khosravi, S Nahavandi, D Creighton
(2009), pp. 1-6, ICIT 2009 : Future technology in service of regional industry : Proceedings of the IEEE Industrial Tecnology 2009 international conference, Gippsland, Victoria, E1
Estimating performance indexes of a baggage handling system using metamodels
A Khosravi, S Nahavandi, D Creighton
(2009), pp. 1-6, ICIT 2009 : Future technology in service of regional industry : Proceedings of the IEEE Industrial Tecnology 2009 international conference, Gippsland, Victoria, E1
Zero and infinity images in multi-scale image fusion
M Hossny, S Nahavandi, D Creighton
(2009), pp. 2182-2184, ICIP 2009 : Proceedings of the IEEE Image Processing 2009 international conference, Cairo, Egypt, E1
Constructing prediction intervals for neural network metamodels of complex systems
A Khosravi, S Nahavandi, D Creighton
(2009), pp. 1576-1582, IJCNN 2009 : Proceedings of the IEEE Neural Networks 2009 international joint conference, Atlanta, Georgia, E1
Developing optimal neural network metamodels based on prediction intervals
A Khosravi, S Nahavandi, D Creighton
(2009), pp. 1583-1589, IJCNN 2009 : Proceedings of the IEEE Neural Networks 2009 international joint conference, Atlanta, Georgia, E1
Comments on 'Information measure for performance of image fusion'
M Hossny, S Nahavandi, D Creighton
(2008), Vol. 44, pp. 1066-1067, Electronics letters, Stevenage, England, C1
Toward a synergy between simulation and knowledge management for business intelligence
J Zhang, D Creighton, S Nahavandi
(2008), Vol. 39, pp. 770-786, Cybernetics and systems, N.Y., N.Y., C1
Feature-based image fusion quality metrics
M Hossny, S Nahavandi, D Creighton
(2008), pp. 469-478, ICIRA 2008 : Proceedings of the 1st International Conference on Intelligent Robotics and Applications 2008, Berlin, Germany, E1
Decentralized mobility models for data collection in wireless sensor networks
S Hanoun, D Creighton, S Nahavandi
(2008), pp. 1030-1035, ICRA 2008 : IEEE International Conference on Robotics and Automation, Pasadena, Calif., E1
M Hossny, S Nahavandi, D Creighton
(2008), pp. 52-56, INDIN 2008 : Proceedings of the 6th IEEE International Conference on Industrial Informatics, Daejeon, Korea, E1
Haptically enabled interactive virtual reality prototype for general assembly
A Bhatti, Y Khoo, D Creighton, J Anticev, S Nahavandi, M Zhou
(2008), pp. 1-6, WAC '08 : Proceedings of the World Automation Congress '08, Waikoloa, T.H., E1
Kinematic modeling of a bio-inspired robotic fish
C Zhou, M Tan, Z Cao, S Wang, D Creighton, N Gu, S Nahavandi
(2008), pp. 695-699, ICRA 2008 : IEEE International Conference on Robotics and Automation, Pasadena, Calif., E1
A flow control methodology for the rapid generation of vehicle traffic models
D Creighton, S Nahavandi
(2007), Vol. 3, pp. 429-439, International journal of logistics systems and management, Olney, England, C1
Enabling industrial scale simulation / emulation models
M Johnstone, D Creighton, S Nahavandi
(2007), pp. 1028-1034, WSC 07 Proceedings of the 2007 Winter Simulation Conference, Washington, D.C., E1
Fuzzy haptic augmentation for telerobotic stair climbing
B Horan, S Nahavandi, D Creighton, E Tunstel
(2007), pp. 2437-2442, IEEE International Conference on Systems, Man and Cybernetics, 2007. ISIC., Quebec, Canada, E1
Bilateral haptic teleoperation of an articulated track mobile robot
B Horan, D Creighton, S Nahavandi, M Jamshidi
(2007), pp. 1-8, IEEE International Conference on System of Systems Engineering, 2007. SoSE '07., San Antonio, Texas, E1
A quadtree driven image fusion quality assessment
M Hossny, S Nahavandi, D Creighton
(2007), pp. 419-424, 5th IEEE International Conference on Industrial Informatics, 2007, Vienna, Austria, E1
Simulation-based input loading condition optimisation airport baggage handling systems
Vu Le, Doug Creighton, Saeid Nahavandi
(2007), Vol. 1 & 2, pp. 874-879, ITSC 2007 : Proceedings of the IEEE Intelligent Transportation Systems conference 2007, Bellevue, WA., E1-1
Benchmark generation algorithm for stochastic mixed model assembly shop simulation and optimization
A Cave, S Nahavandi, D Creighton
(2006), Vol. 44, pp. 1193-1216, International journal of production research, London, England, C1
M Fielding, J Mullins, S Nahavandi, D Creighton
(2005), pp. 1240-1245, Proceedings of the 2005 IEEE international conference on systems, man and cybernetics, Hawaii, USA, E1
Linking discrete event simulation models using HLA
D Price, S Walsh, S Nahavandi, D Creighton
(2005), pp. 696-701, IEEE International Conference on Systems, Man and Cybernetics, 2005, Waikoloa, Hawaii, E1
Operating policy generation using a reinforcement learning agent in a melt facility
D Creighton, S Nahavandi
(2005), pp. 369-374, Intelligent production machines and systems : first I*PROMS Virtual Conference : 4-15 July 2005, Online Conference, E1-1
Rapid discrete event simulation model development for complex traffic analysis
D Creighton, S Nahavandi
(2005), pp. 1-1, ICIL 2005 : Proceedings of the International Conference on Industrial Logistics, Montevideo, Uruguay, E1-1
A heuristic algorithm for carton to pallet loading problem
V Le, D Creighton, S Nahavandi
(2005), pp. 593-598, INDIN 2005 : Proceedings of the 3rd IEEE International Conference on Industrial Informatics 2005, Perth, Western Australia, E1-1
Application of a discrete event simulation for robust system design of a melt facility
D Creighton, S Nahavandi
(2003), Vol. 19, pp. 469-477, Robotics and computer-integrated manufacturing, Oxford, England, C1
The application of a reinforcement learning agent to a multi-product manufacturing facility
D Creighton, S Nahavandi
(2002), pp. 1229-1234, IEEE ICIT' 02 : 2002 IEEE International Conference on Industrial Technology : productivity reincarnation through robotics & automation : 11-14 December 2002, Shangri-La Hotel, Bangkok, Thailand, Bangkok, Thailand, E1
On robust system design using discrete event simulation
D Creighton, S Nahavandi
(2002), pp. 89-94, Leadership of the future in manufacturing : proceedings : 8-10 February 2002, Adelaide Australia, Adelaide, South Australia, E1
Optimising discrete event simulation models using a reinforcement learning agent
D Creighton, S Nahavandi
(2002), pp. 1945-1950, WSC 2002 : Exploring new frontiers : Proceedings of the 34th Conference on Winter Simulation, San Diego, California, E1-1
Funded Projects at Deakin
Australian Competitive Grants
Enabling secure and competitive air cargo systems.
Prof Saeid Nahavandi, Prof Douglas Creighton, Mrs Mojdeh Nasir, Mr Carl Jiang
ARC Linkage - Projects Rnd 2 APAI APDI, ARC_DUAPAI2 ARC_Deakin University Australian Postgraduate Award Industry Second, ARC_DUAPAI ARC_Deakin University Australian Postgraduate Award Industry
- 2010: $34,808
- 2009: $77,778
- 2008: $87,719
- 2007: $44,029
Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175
Prof Saeid Nahavandi, Prof Douglas Creighton
ARC Linkage - Projects Rnd 2 APAI, ARC_DUAPAI ARC_Deakin University Australian Postgraduate Award Industry
- 2012: $38,449
- 2011: $79,337
- 2010: $85,916
- 2009: $43,360
Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Nong Gu, Prof Asim Bhatti
Linkage PhD student, ARC Linkage - Projects Rnd 2
- 2014: $47,961
- 2013: $93,110
- 2012: $89,660
- 2011: $43,169
Uncertainty Quantification Using Type-2 Fuzzy Systems
Prof Saeid Nahavandi, Prof Douglas Creighton, Prof Abbas Khosravi, A/Prof Dipti Srinivasan
ARC - Discovery Projects
- 2014: $99,992
- 2013: $97,059
- 2012: $93,463
Adaptive Scenario Generation and Performance Evaluation for Virtual Training of Helicopter Pilots
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Nong Gu, A/Prof Samer Hanoun
ARC Linkage - Projects Rnd 1
- 2014: $77,771
- 2013: $75,490
- 2012: $72,693
Modelling and Simulation Phase 1: Modelling of Existing Mo-99 Workflow
Prof Saeid Nahavandi, A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton
Australian Nuclear Science Technology Organisation ANSTO
- 2014: $158,381
Improving cycling safety at intersections using proactive personalised safety alerts
A/Prof Ashim Debnath, Dr Alexey Medvedev, Prof Chee Peng Lim, Prof Arkady Zaslavsky, Dr Ali Hassani, Prof Douglas Creighton
Road Safety Innovation Fund
- 2023: $100,000
- 2022: $100,000
- 2021: $139,733
Other Public Sector Funding
Advanced dynamic analysis through psuedo haptics and kinaesthetic feedback
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Mohammed Hossny, Dr Lei Wei
Department of State Development, Business and Innovation
- 2012: $50,000
Synapse Residency 2015
Mr John Mccormick, Prof Kim Vincs, Prof Douglas Creighton
Australian Network for Art and Technology (ANAT) Synapse Residency Program
- 2015: $14,000
STICK-E Healthy Eating - Systems Thinking In Community Knowledge Exchange
Prof Steven Allender, Prof Douglas Creighton, A/Prof Michael Johnstone, Prof Colin Bell, Prof Boyd Swinburn
VicHealth Innovation Research Grant 2015 & Onwards (Cat 2)
- 2018: $20,000
- 2017: $90,000
- 2016: $90,000
AEC Metrics Project
Prof Saeid Nahavandi, A/Prof Michael Johnstone, Prof Douglas Creighton, Dr Vu Le
Australian Electoral Commission
- 2018: $138,000
- 2017: $239,500
Infrastructure Futures Phase 1
Prof Carol Boyle, Prof Douglas Creighton, Dr David Halliwell, Dr Adrian Panow
WW Grant - Research - Wannon Region Water Corporation (Wannon Water), Barwon Water, Coliban Water
- 2018: $75,000
AEC Electoral analysis and modelling technical expertise.
A/Prof Michael Johnstone, Prof Douglas Creighton, Prof Saeid Nahavandi, Dr Vu Le, Dr James Zhang, Dr Burhan Khan, Dr Anwar Hosen
Australian Electoral Commission
- 2024: $181,818
- 2023: $975,401
- 2022: $844,747
- 2021: $1,103,588
- 2020: $414,982
- 2019: $392,126
Agriculture Plant Safer Equipment Research
Dr Jacquie Cotton, A/Prof Zoran Najdovski, A/Prof Ashim Debnath, Prof Douglas Creighton, Prof Arkady Zaslavsky
WorkSafe Victoria
- 2022: $30,216
- 2021: $15,108
Autonomous Leader - Follower
Prof Douglas Creighton, A/Prof Shady Mohamed, Dr Navid Mohajer, Dr Darius Nahavandi, Dr Ibrahim Hossain, Dr Parham Mohsenzadeh Kebria, Dr Ahmad Abu Alqumsan, Dr Mohammad Rokonuzzaman Pappu, Dr Adetokunbo Arogbonlo, Dr Seyed Mohammad Jalali, Prof Saeid Nahavandi
Department of Defence
- 2023: $296,300
- 2022: $316,316
Industry and Other Funding
Enabling secure and competitive air cargo systems.
Prof Saeid Nahavandi, Prof Douglas Creighton, Mrs Mojdeh Nasir, Mr Carl Jiang
Deneb Australasia Pty Ltd
- 2010: $40,000
- 2009: $40,000
- 2008: $40,000
Distributed Real-time Multiobjective Scheduling for Joinery Manufacturing Processes using Discrete Event Simulation - ARC LP091175
Prof Saeid Nahavandi, Prof Douglas Creighton
Informatic Technologies Pty Ltd
- 2012: $35,000
- 2011: $34,500
- 2010: $34,500
Enabling Ambient Intelligence for Manufacturing Processes through Distributed Camera Networks
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Nong Gu, Prof Asim Bhatti
HOLDEN Holden, Boeing Defence Australia
- 2015: $56,000
- 2013: $28,000
- 2012: $28,000
- 2011: $84,000
Adaptive Scenario Generation and Performance Evaluation for Virtual Training of Helicopter Pilots
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Nong Gu, A/Prof Samer Hanoun
Ytek Pty Ltd
- 2015: $30,300
- 2014: $40,562
- 2013: $50,504
IXL Solar Rollforming and Assembly Line Analysis
A/Prof Michael Johnstone, Prof Saeid Nahavandi, Dr Vu Le, Prof Douglas Creighton
Backwell IXL
- 2013: $5,000
Quality Data Collection & Tracking System for Manufacturing SME's
A/Prof Michael Johnstone, Prof Douglas Creighton, Prof Saeid Nahavandi
Air Radiators Pty Ltd
- 2014: $8,470
- 2013: $100,380
AMSI internship with Telstra for Sara Keretna
Prof Douglas Creighton, Prof Chee Peng Lim, Mrs Sara Keretna
Aust Mathematical Sciences Institute (AMSI) Industry Internship Program
- 2016: $17,000
Next generation fibres program: X-ray scattering characterisation
A/Prof Peter Lynch, Prof Douglas Creighton, Prof Minoo Naebe
The Boeing Company
- 2016: $64,614
Quickstep Production Line Modelling and Analysis Study
A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton, A/Prof Samer Hanoun
Quickstep Automotive Pty Limited
- 2016: $15,000
VicWater Energy Grid Modelling
Prof Douglas Creighton
Victorian Water Industry Association
- 2017: $70,000
Let¿s have a yarn about chronic disease: a collaborative multi-disciplinary participatory action research approach to addressing Aboriginal health in South West Victoria
Dr Hannah Beks, Prof Vincent Versace, Ms Kerry Hudson, Mr John Bell, Ms Tamika Amos, Ms Candice Mckenzie, Prof Peter Harvey, A/Prof Barry Morphett, Prof Steven Allender, Dr Josh Hayward, A/Prof Michael Johnstone, Prof Douglas Creighton, Dr Constance Kourbelis, Ms Barbara Allen
Western Alliance
- 2020: $22,781
- 2019: $17,950
- 2018: $34,072
Project Twenty Twenty Discovery and Scoping Stage
Prof Douglas Creighton, Prof Chee Peng Lim, Prof Asim Bhatti
V\Line Pty Ltd
- 2018: $192,545
- 2017: $171,500
Scoping the 20/20 Train Driver Training Package - Phase 2 Technology enablement
Prof Douglas Creighton
V\Line Pty Ltd
- 2018: $30,000
Understanding potential AAM and cargo drone markets for an Australian manufactured drone - market
Dr Hermione Parsons, Dr Roberto Perez-Franco, Prof Douglas Creighton, Dr Don Gunasekera, A/Prof Michael Johnstone, Mr Bruce Gunn, A/Prof Zoran Najdovski
Quickstep Technologies Pty Ltd
- 2021: $71,842
Study of automated boarding lifts and Disability Standard compliance for Next Generation Trams
Prof Douglas Creighton, Dr Kevin Murfitt, A/Prof Zoran Najdovski
Alstom Transport Australia
- 2021: $30,000
Discrete-Event Simulation and Evaluation of Manufacturing Industry 5.0 Mega-line.
Mr Bruce Gunn, Dr Imali Hettiarachchi, A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton
Carbon Revolution Operations Pty Ltd
- 2022: $58,395
DiL Motion Simulator - Ford Deakin Sim2022
Prof Douglas Creighton, Prof Saeid Nahavandi
Ford USA Grant - Research
- 2022: $305,054
Modelling and Simulation for Component Manufacturing.
Prof Douglas Creighton, Mr Bruce Gunn, Dr Vu Le, Dr Imali Hettiarachchi, A/Prof Michael Johnstone
Boeing Aerostructures Australia Pty Ltd
- 2023: $100,800
SASI Safe2Go DriverAssist
Prof Douglas Creighton, Prof Chee Peng Lim, Prof Chang-Tsun Li, Prof Richard Tucker, Dr Kevin Murfitt, Dr Darius Nahavandi
Alstom Transport Australia
- 2024: $295,852
- 2023: $200,000
Study of Tram Foot Pedal and Master Control Systems.
Prof Douglas Creighton, Dr Navid Mohajer, Dr Tao Zhou, Mr Kelvin Choo
Alstom Transport Australia
- 2024: $59,997
Other Funding Sources
Ingress / Egress Ergonomic Assessment
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Mohammed Hossny, Mr Shady Mohamed, Prof Asim Bhatti, Dr Lei Wei
AutoCRC Ltd
- 2016: $5,954
- 2015: $491,403
Collaborative Embodied Movement Design Network
Prof Kim Vincs, Prof Saeid Nahavandi, Prof Frank Vetere, Prof Simon Biggs, Prof Douglas Creighton, Prof Bruce Thomas, Dr Scott Delahunta, Dr Keith Armstrong, Dr Adam Nash, Dr Petra Gemeinboeck, Dr Thomas Chandler, Dr Troy Innocent, Mr John Mccormick, Dr Jordan Vincent, Dr Robert Vincs
ARC LIEF - Linkage Infrastructure Equipment & Facilities Program
- 2017: $16,000
Ingress/Egress Ergonomic Assessment: Automating Posture Modification
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Mohammed Hossny, A/Prof Shady Mohamed, Prof Asim Bhatti, Dr Lei Wei, Dr Imali Hettiarachchi, Prof Abbas Khosravi
AutoCRC Ltd
- 2017: $525,600
R3.1.4 Intelligent data fusion and analytics framework for decision support in predictive maintenace services.
Prof Douglas Creighton, Prof Chee Peng Lim, Dr Vu Le, Dr James Zhang, A/Prof Michael Johnstone, Dr Thanh Thi Nguyen
Rail Manufacturing CRC Ltd
- 2020: $558,480
- 2019: $595,318
Light Insight Trial (LiT)
A/Prof Ashim Debnath, Prof Chee Peng Lim, Dr Alexey Medvedev, Prof Douglas Creighton, Prof Arkady Zaslavsky, A/Prof Michael Johnstone, A/Prof Zoran Najdovski, Dr Jan Garrard
iMove Australia Limited
- 2023: $46,450
- 2022: $65,244
- 2021: $153,250
Evaluating urban freight distribution impacts of combined sustainable transport alternatives using a simulation - optimisation framework.
Prof Douglas Creighton, Dr Roberto Perez-Franco, Ms Karla Alvarez Uribe
iMove Australia Limited
- 2022: $4,745
- 2021: $2,000
Supervisions
Ruben Rendon Benavides
Thesis entitled: In-Transit Interventions Using Real-Time Data in Australian Berry Supply Chains
Doctor of Philosophy (Engineering), School of Engineering
Jake Kays
Thesis entitled: Simulation Modelling for a Dispatching Logistic System
Master of Engineering, Institute for Intelligent Systems Research and Innovation
Marwa Hassan
Thesis entitled: Quantifying Heteroskedasticity Metrics
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Sara Keretna
Thesis entitled: Named Entity Recognition in Unstructured Text
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Sahar Araghi
Thesis entitled: Computational Intelligence-based Traffic Signal Timing Optimization
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Jeremy Alan Opie
Thesis entitled: Modelling and Optimisation of an Aftermarket Radar System
Master of Engineering, Centre for Intelligent Systems Research.
Ahmad Mahmoud
Thesis entitled: Extending Scheduling Algorithms to Minimise the Impact of Bounded Uncertainty Using Interval Programming
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Mojdeh Nasir
Thesis entitled: Pedestrian Steering Behaviour Modelling within the Built Environment
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Carl Yong Hui Jiang
Thesis entitled: Digital Elevation Model and Satellite Imagery Based Bushfire Simulation
Doctor of Philosophy (Information Technology), Centre for Intelligent Systems Research.
Michael Johnstone
Thesis entitled: Simulation-based Learning for Control of Complex Conveyor Networks
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Vu Le
Thesis entitled: Input and Output Analysis of Complex Conveyor Networks
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Vu Le
Thesis entitled: APA(I) 2002 Project Title: A Distributed Virtual Factory in Agile Manufacturing
Master of Engineering, School of Engineering
Juan Esteban Muriel
Thesis entitled: Simulation-Optimisation of Last-mile Logistics Decisions
Doctor of Philosophy (Engineering), School of Engineering
Jaimie McGlashan
Thesis entitled: The Use of Network Analysis to Evaluate Community-Based Obesity Prevention Interventions
Doctor of Philosophy (Health & Social Development), School of Health and Social Development
Haafizah Rameeza Shaukat
Thesis entitled: A Free-space Simulation-based Framework for Automated Guided Vehicle Performance and Security Assessment
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Jacky Chen
Thesis entitled: An Intelligent Trust-based Ensemble Model for Imbalanced Data in Predictive Maintenance
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Bruce Gunn
Thesis entitled: Inference of Resource-based Simulation Models from Process Event-log Data
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Syed Moshfeq Salaken
Thesis entitled: Solving Computational Bottleneck of Interval Type-2 Fuzzy Systems
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Marzieh Asgari
Thesis entitled: Three Dimensional Mechanical Modelling and Analysis of Embryos Microinjection
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Mohammad Hosen
Thesis entitled: Prediction interval-based modelling and control of nonlinear processes
Doctor of Philosophy (Information Technology), Centre for Intelligent Systems Research.
Hussein Medhat Haggag
Thesis entitled: Supervised Learning for Labelling Human Body with Attached Props
Doctor of Philosophy (Information Technology), Centre for Intelligent Systems Research.
John Francis McCormick
Thesis entitled: Responding to human full-body gestures embedded in motion data streams through machine learning and memory
Doctor of Philosophy, School of Communication and Creative Arts
Kyle James Nelson
Thesis entitled: Super-resolution of 3-dimensional Scenes
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Sara Farag
Thesis entitled: Towards parameterless 3D mesh segmentation
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Thanh Khanh Tran
Thesis entitled: Study of Electrical Usage and Demand of the Container Terminal
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Wael Abdelrahman
Thesis entitled: Towards an efficient haptic rendering using data-driven modeling
Doctor of Philosophy (Information Technology), Centre for Intelligent Systems Research.
Abbas Khosravi
Thesis entitled: Construction and Optimisation of Prediction Intervals for Neural Network Models
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Ben Horan
Thesis entitled: Haptic Control Methodologies for Rover Teleoperation in Non-deterministic Remote Environments
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Mohammed Hossny
Thesis entitled: An Algebraic Framework for Multimodal Image Fusion
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.