Perez, Pascal

Overview

Senior Professor Pascal Perez is a world leader in participatory modelling of complex socio-technical systems.

He is currently Director of the SMART Infrastructure Facility at the University of Wollongong, overseeing research in infrastructure-related fields such as water and energy efficiency, future transport and mobility, smart cities and communities, and infrastructure system engineering and logistics. As Director he is responsible for SMART’s academic governance and for establishing strategic scientific partnerships in Australia and beyond.

Snr Prof Perez was the catalyst behind the regional Digital Living Lab, a ‘smart communities’ initiative, funded by the University of Wollongong, aiming to offer a public and free-to-air internet-of-Things (IoT) network across the Illawarra and Shoalhaven regions in order to encourage the creation of problem-driven and community-oriented smart solutions with local start-ups, SMEs, Councils and associations.

Snr Prof Perez is a Fellow of the Royal Society of NSW and of the Modelling and Simulation Society of Australia and New Zealand (MSSANZ). He is also a member of the national Scientific Committee of the Australian Urban Research Infrastructure Network (AURIN). In 2002, he received an ARC-International Linkage Fellowship to develop social modelling research at the Australian National University.

Snr Prof Perez has published over 200 refereed articles and book chapters. In 2006, he co-edited with his colleague David Batten the book ‘Complex Science for a Complex World’ (ANU E Press).

Top Publications

Year	Title
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published in International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published in Environmental Modelling and Software
2011	Mental models: an interdisciplinary synthesis of theory and methods Published in Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published in Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published in Ecological Modelling
2009	Extending drug ethno-epidemiology using agent-based modelling Published in Addiction
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published in Environmental Modelling and Software

Research Areas

Selected Publications

Journal Article

Year	Title
2022	A joint optimisation model for charger locating and electric bus charging scheduling considering opportunity fast charging and uncertainties Published In Transportation Research Part C: Emerging Technologies
2022	Floodborne Objects Type Recognition Using Computer Vision to Mitigate Blockage Originated Floods Published In Water
2022	Prediction of Hydraulic Blockage at Culverts using Lab Scale Simulated Hydraulic Data Published In Urban Water Journal
2022	Prediction of hydraulic blockage at culverts from a single image using deep learning Published In Neural Computing and Applications
2022	Urban Vehicle Localization in Public LoRaWan Network Published In IEEE Internet of Things Journal
2021	A Scaled Physical Model Study of Culvert Blockage Exploring Complex Relationships Between Influential Factors Published In Australian Journal of Water Resources
2021	A clinician-led, experience-based co-design approach for developing mHealth services to support the patient self-management of chronic conditions: Development study and design case Published In JMIR mHealth and uHealth
2021	A process-driven and need-oriented framework for review of technological contributions to disaster management Published In Heliyon
2021	A review of strategies for mitigating roadside air pollution in urban street canyons Published In Environmental Pollution
2021	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers
2021	Automating visual blockage classification of culverts with deep learning Published In Applied Sciences (Switzerland)
2021	Autonomous lidar‐based monitoring of coastal lagoon entrances Published In Remote Sensing
2021	Correction to: An Architecture Framework Approach for Complex Transport Projects (Information Systems Frontiers, (2021), 23, 3, (575-595), 10.1007/s10796-019-09978-y) Published In Information Systems Frontiers
2021	Cost–benefit analysis of virtual reality-based training for emergency rescue workers: a socio-technical systems approach Published In Virtual Reality
2021	Exploring the impact of public transport including free and subsidised on the physical, mental and social well-being of older adults: a literature review Published In Transport Reviews
2021	Green infrastructure for air quality improvement in street canyons Published In Environment International
2021	How computer vision can facilitate flood management: A systematic review Published In International Journal of Disaster Risk Reduction
2021	Impact of drivers on real-driving fuel consumption and emissions performance Published In Science of the Total Environment
2021	Lessons Learned From Immersive and Desktop VR Training of Mines Rescuers Published In Frontiers in Virtual Reality
2020	A Case Study of WiFi Sniffing Performance Evaluation Published In IEEE Access
2020	A game-based approach to exploring gender differences in smallholder decisions to change farming practices: White rice production in Laos Published In Sustainability (Switzerland)
2020	A review of structural approach to flood management in coastal megacities of developing nations: current research and future directions Published In Journal of Environmental Planning and Management
2020	Assessing the effects of mobility on air quality: The Liverpool Smart Pedestrian project Published In Transportation Research Procedia
2020	Collaborative translation of emergency messages (Co-TEM): An Australian case study Published In International Journal of Disaster Risk Reduction
2020	Examining the potential of virtual reality to deliver remote rehabilitation Published In Computers in Human Behavior
2020	Investigating the process of mine rescuers' safety training with immersive virtual reality: A structural equation modelling approach Published In Computers and Education
2020	Traffic exhaust to wildfires: PM2.5 measurements with fixed and portable, low-cost LoRaWAN-connected sensors Published In PLoS ONE
2019	Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review Published In Sensors
2019	Crowdsourced social media data for disaster management: Lessons from the PetaJakarta.org project Published In Computers, Environment and Urban Systems
2019	Edge-computing video analytics for real-time traffic monitoring in a smart city Published In Sensors
2019	Revealing Seniors' Travel Patterns and Concerns Using Public Transport - a Case Study in Wollongong Published In Journal of Transport and Health
2019	The factors affecting the quality of learning process and outcome in virtual reality environment for safety training in the context of mining industry Published In Advances in Intelligent Systems and Computing
2019	The price of a view: Estimating the impact of view on house prices Published In Pacific Rim Property Research Journal
2019	Transdisciplinary agricultural research in Lao PDR Published In Journal of Rural Studies
2019	Understanding Spatial Variability of Air Quality in Sydney: Part 2—A Roadside Case Study Published In Atmosphere
2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research
2018	A qualitative evaluation of the role of virtual reality as a safety training tool for the mining industry Published In Lecture Notes in Computer Science
2018	Managing hydrological infrastructure assets for improved flood control in coastal mega-cities of developing nations Published In Urban Climate
2018	Participation Patterns and Reliability of Human Sensing in Crowd-Sourced Disaster Management Published In Information Systems Frontiers: a journal of research and innovation
2017	Agent-based modelling for urban planning current limitations and future trends Published In Lecture Notes in Computer Science
2017	Evolution of a synthetic population and its daily mobility patterns under spatial strategies for urban growth Published In Lecture Notes in Geoinformation and Cartography
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing
2017	Mapping for the future: Business intelligence tool to map regional housing stock Published In Procedia Engineering
2017	Modelling heroin careers over 40 years: Social costs Published In Drug and Alcohol Dependence
2017	Smart infrastructure: an emerging frontier for multidisciplinary research Published In Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction
2016	A heuristic combinatorial optimisation approach to synthesising a population for agent-based modelling purposes Published In Journal of Artificial Societies and Social Simulation
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology
2016	A systematic review of modelling approaches in economic evaluations of health interventions for drug and alcohol problems Published In BMC Health Services Research
2016	Building a microsimulation model of heroin use careers in Australia Published In International Journal of Microsimulation
2016	Editorial: Modelling and simulation in health care systems Published In International Journal of Systems Science: Operations & Logistics
2016	Exploring how knowledge and communication influence natural resources management With ReHab Published In Simulation and Gaming: an international journal of theory, design and research
2015	An approach to plan and evaluate the location of radiotherapy services and its application in the New South Wales, Australia Published In Computer Methods and Programs in Biomedicine
2015	An ontologic agent-based model of recreational polydrug use: SimUse Published In International Journal of Simulation and Process Modelling
2015	Population accessibility to radiotherapy services in New South Wales Region of Australia: a methodological contribution Published In Journal of Physics: Conference Series
2015	Simulating transport and land use interdependencies for strategic urban planning-an agent based modelling approach Published In Systems
2015	Workshop synthesis: built environment and contextual variables Published In Transportation Research Procedia
2014	Correction: Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics (PLoS ONE (2014) 9, 4 (e94761) DOI: 10.1371/journal.pone.0094761) Published In PLoS ONE
2014	Drivers influencing adaptive management: a retrospective evaluation of water quality decisions in South East Queensland (Australia) Published In Ambio
2014	Eliciting mental models: a comparison of interview procedures in the context of natural resource management Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One
2014	Smart home electricity management in the context of local power resources and smart grid Published In Journal of Clean Energy Technologies
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science
2014	Temporal and parametric study of traveller preference heterogeneity using random parameter logit model Published In International Journal for Traffic and Transport Engineering
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published In Environmental Modelling and Software
2013	Using geospatial business intelligence to support regional infrastructure governance Published In Knowledge-Based Systems
2012	Are drug detection dogs and mass-media campaigns likely to be effective policy responses to psychostimulant use and related harm? Results from an agent-based simulation model Published In International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published In Environmental Modelling and Software
2012	Choosing a fishery’s governance structure using data poor methods Published In Marine Policy
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published In International Journal of Drug Policy
2012	Simulating the dynamics of subsistence fishing communities: REEFGAME as a learning and data-gathering computer-assisted role-play game Published In Simulation and Gaming: an international journal of theory, design and research
2012	Waypoints on a journey of discovery: mental models in human environment interactions Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2011	Mental models: an interdisciplinary synthesis of theory and methods Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Co-engineering participatory water management processes: theory and insights from Australian and Bulgarian interventions Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published In Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published In Ecological Modelling
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis. Socio-Economics and the Environment in Discussion (SEED) Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors
2009	Extending drug ethno-epidemiology using agent-based modelling Published In Addiction
2009	Towards a generic ontology of recreational poly-drug use Published In Drug and Alcohol Review
2008	Policing Australia’s ‘Heroin Drought’ Using an Agent-Based Model to Simulate Alternative Outcomes Published In Journal of Experimental Criminology
2008	Safe water for people in low, small Island Pacific Nations: The rural-urban dilemma Published In Development (Cambridge)
2008	Urbanization and Water Development in the Pacific Islands Published In Development (Cambridge)
2008	Water troubles in a Pacific atoll town Published In Water Policy
2007	Challenges in freshwater management in low coral atolls Published In Journal of Cleaner Production
2007	Climatic and Human Influences on Groundwater in Low Atolls Published In Vadose Zone Journal
2007	Contribution of simulation and gaming to natural resource management issues: an introduction Published In Simulation and Gaming: an international journal of theory, design and research
2007	Simulation and gaming in natural resource management Published In Simulation and Gaming: an international journal of theory, design and research
2007	Who wants to terminate the Game? The role of vested interests and meta-players in the AtollGame experience Published In Simulation and Gaming: an international journal of theory, design and research
2006	The atollgame experience: From knowledge engineering to a computer-assisted role playing game Published In JASSS
2004	A Biophysical Toolbox for assessment and management of land and water resources in rural catchments in Northern Thailand Published In Ecological Modelling
2003	Agent based simulation of a small catchment water management in northern Thailand Description of the CATCHSCAPE model Published In Ecological Modelling
2002	CATCHCROP: Modeling crop yield and water demand for integrated catchment assessment in Northern Thailand Published In Environmental Modelling and Software
2001	Developing CAN based networks on RT-Linux Published In IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
2001	Modelling the influence of irrigated terraces on the hydrological response of a small basin Published In Environmental Modelling and Software
1999	Determination of the hydraulic properties of a Sahelian crusted soil. 2. Modelling the infiltration process Published In Agronomie
1999	Determining the hydraulic properties of a Sahelian crusted soil. 1. In field experiment and measurements Published In Agronomie
1996	Improvement of cultivation techniques for improved management of rainwater, south Saloum, Senegal Published In Agriculture et Developpement
1991	Improving water balance models on field plots using soil surface characteristics Published In Soil water balance in the Sudano-Sahelian zone. Proc. workshop, Niamey, 1991

Book

Year	Title
2017	Preface
2008	Foreword Publisher IGI Global
2004	From slash-and-burn to replanting: Green revolutions in the Indonesian uplands

Chapter

Year	Title
2022	ArkiCity: Analysing the Object Detection Performance of Cloud-Based Image Processing Services Using Crowdsourced Data Published In Green Energy and Technology Publisher Springer International Publishing
2022	Chapter 15 Emerging role of unmanned aerial vehicles (UAVs) for disaster management applications Published In Nanotechnology-Based Smart Remote Sensing Networks for Disaster Prevention Publisher Elsevier
2022	Memetic Strategies for Network Design Problems Published In Frontiers in Nature-Inspired Industrial Optimization Publisher Springer Nature
2022	Memetic Strategies for Network Design Problems Published In Frontiers in Nature-Inspired Industrial Optimization Publisher Springer Singapore
2021	Problem-Driven and Technology-Enabled Solutions for Safer Communities Published In Handbook of Smart Cities Publisher Springer Nature
2021	Problem-Driven and Technology-Enabled Solutions for Safer Communities Published In Handbook of Smart Cities Publisher Springer Nature
2021	Towards Agent-Based Traffic Simulation Using Live Data from Sensors for Smart Cities Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Integrated ecological economic modeling: what is it good for? Published In Sustainable Wellbeing Futures: A Research and Action Agenda for Ecological Economics Publisher Edward Elgar Publishing
2019	An information management strategy for city data hubs: Open data strategies for large organisations Published In Open Cities \| Open Data: Collaborative Cities in the Information Era Publisher Springer Singapore
2017	Evaluating 360-virtual reality for mining industry’s safety training Published In Communications in Computer and Information Science Publisher Springer International Publishing
2017	Living Well in Cities Published In Wellbeing, Recovery and Mental Health Publisher Cambridge University Press
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom
2017	Participatory approaches Published In Understanding Complex Systems Publisher Springer International Publishing
2016	Modelling mode choice of individual in linked trips with artificial neural networks and fuzzy representation Published In Artificial Neural Network Modelling
2014	Assessment and monitoring of the effects of the CoMmod approach Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher Dordrecht
2014	ComMod: engaged research's contribution to sustainable development Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0
2014	How do participants view the technologies used in companion modelling? Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0
2013	Participatory approaches Published In Simulating social complexity : a handbook
2012	Science to inform and models to engage Published In Negotiating our future: living scenarios for Australia to 2050 (Volume 2)
2012	Social perspectives on sustainability and equity in Australia Published In Negotiating Our Future: Living scenarios for Australia to 2050
2011	Assessment and monitoring of the effects of the ComMod approach Published In Companion modelling: a participatory approach to support sustainable development Publisher Paris, France
2011	ComMod : engaged research's contribution to sustainable development Published In Companion modelling : A participatory approach to support sustainable development
2011	How do participants view the technologies used in companion modelling? Published In Companion modelling: a participatory approach to support sustainable development
2011	Scaling up models of the dynamics of coral reef ecosystems: an approach for science-based management of global change Published In Coral Reefs: An Ecosystem in Transition Publisher Berlin, Germany
2010	ComMod : une vision particulière du Développement Durable Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable
2010	Comment les participants perçoivent les différentes technologies mobilisées pour l’accompagnement? Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable
2010	Evaluation et Suivi des effets de la demarche Published In La modélisation d'accompagnement: une démarche participative en appui au développement durable
2010	Participatory approaches and simulation of social complexity Published In Simulating Social Complexity: a Handbook
2010	SimReef and ReefGame: gaming for integrated reef research and management Published In Building capacity in coral reef science: An anthology of CRTR scholars’ research 2010
2008	Coping and managing under uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives
2008	Diffusion and social networks: revisiting medical innovation with agents Published In Complex Decision Making: Theory and Practice
2008	Drug law enforcement in an agent-based model: Simulating the disruption to street-level drug markets Published In Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems
2008	Embracing social uncertainties with complex systems science Published In Uncertainty and Risk: Multidisciplinary Perspectives
2008	Foreward Published In Intelligent Complex Adaptive Systems
2008	Innovation diffusion among heterogeneous agents: exploring complexity with Agent-Based Modelling (ABM) Published In Applications of Complex Adaptive Systems
2008	The nature of uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher United Kingdom
2008	Uncertainty metaphors, motives and morals Published In Uncertainty and Risk: Multidisciplinary Perspectives
2006	SimDrug: A Multi-Agent System Tackling the Complexity of Illicit Drug Markets in Australia Published In Complex Science for a Complex World: Exploring Human Ecosystems with Agents Publisher ANU Press
2003	A methodology for eliciting and modelling stakeholders’ representations with agent based modelling Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2022	Investigating leading indicators for hospitalisation in Australia using health insurance claims data Published In 2022 International Conference on Computer Communication and Informatics, ICCCI 2022
2021	Forecasting healthcare cost in Australia using health insurance claims data Published In 17th International Computer Engineering Conference, ICENCO 2021
2021	Integrated optimisation of electric bus scheduling and top-up charging at bus stops with fast chargers Published In IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2020	Berth Allocation and Quay Crane Assignment for Coordinated Operation of Multiple Container Terminals in A Port Published In The Asian Logistics Round Table (ALRT) 2020 Conference
2020	Investigating the relationship between students’ preferred learning style on their learning experience in virtual reality (VR) learning environment Published In Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019)
2020	SD-Seq2seq: A Deep Learning Model for Bus Bunching Prediction based on Smart Card Data Published In 29th International Conference on Computer Communications and Networks (ICCCN 2020)
2020	Towards Agent-Based Traﬃc Simulation Using Live Data from Sensors for Smart Cities Published In 21st International Workshop on Multi-Agent-Based Simulation: MABS 2020
2020	Where is my Deer?-Wildlife Tracking and Counting via Edge Computing and Deep Learning Published In Proceedings of IEEE Sensors
2019	Application of design science research to design a modelling approach for procurement of infrastructure systems Published In SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings
2019	Hydrogen as a future fuel, challenges and opportunities: An overview of modelling approaches Published In 23rd International Congress on Modelling and Simulation - Supporting Evidence-Based Decision Making: The Role of Modelling and Simulation, MODSIM 2019
2019	Meta-moderation for crowdsourced disaster management and urban participatory applications Published In 23rd International Congress on Modelling and Simulation
2019	The application of Evolutionary Computation and Metaheuristics for Solving the Network Design Problems Published In 23rd International Congress on Modelling and Simulation (MODSIM2019)
2018	An Ontology Based Context-Aware Architecture for Smart Campus Applications Published In 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon)
2018	Improving connectivity between coastal economics and capital cities Published In 27th Annual NSW Coastal Conference 2018
2018	Managing the Complexities of Infrastructure Procurement Projects - A Model Based Systems Engineering Approach Published In Systems Engineering Test and Evaluation Conference 2018: Unlocking the Future Through Systems Engineering: SETE 2018
2018	Multi-Agent and Smart Buildings: What? and Why? Published In 3rd International Workshop on Agent Based Modelling of Urban Systems
2017	Assessing Infrastructure System of Systems Integrity Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	Breaking away from trend-based analysis for regional modelling and planning Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	Evaluating 360-Virtual Reality for Mining Industry’s Safety Training Published In International Conference on Human-Computer Interaction: HCI International 2017 - Posters' and Extended Abstracts
2017	Small area coupling of synthetic census and spatial micro-simulation applied to mortgage taxation in Australia Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	The application of simulation (Virtual Reality) for safety training in the context of mining industry Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2016	A systematic approach to evaluate the role of virtual reality as a safety training tool in the context of the mining industry Published In Proceedings of the 2016 Coal Operators' Conference
2016	Individual-Level Simulation Model For Cost Benefit Analysis In Healthcare
2016	Individual-level simulation model for cost benefit analysis in healthcare Published In Proceedings, 30th European Conference on Modelling and Simulation, ECMS 2016
2016	Regional planning and policy analysis in Australia through integrated economic modelling Published In 45th Australian Conference Of Economists 2016
2015	An agent based model for the simulation of transport demand and land use. Application to a Sydney metropolitan area Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2015	Citizen-driven flood mapping in Jakarta: a self-organising socio-technical system Published In Proceedings - 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW
2015	Discrete event modelling for operational planning of urban public transport services - towards minimising the bunching of an urban bus service (WIP) Published In Summer Computer Simulation Conference (SCSC 2015)
2015	Exploring agency relationship in transport service sector by analysing traveller choice behaviour Published In 14th International Conference on Computers in Urban Planning and Urban Management (CUPUM 2014)
2015	Integrated modelling to aid strategic urban and regional planning Published In Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015
2015	Stepping away from trend analyses for regional integrated planning and modelling Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2015	Tour-based travel mode choice estimation based on data mining and fuzzy techniques Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2014	A Star Schema for Utility Network Analysis and Visualisation in a Geo-Business Intelligence Environment
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 3rd International Workshop on Innovative Simulation for Health Care, IWISH 2014
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 11th International Multidisciplinary Modelling & Simulation Multiconference
2014	A semi-deterministic approach for modelling of urban travel demand Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2014	An agent based model for the simulation of road traffic and transport demand in a Sydney metropolitan area Published In ATT 2014: 8th International Workshop on Agents in Traffic and Transportation
2014	Assessing the impact of virtual reality-based training on health and safety issues in the mining industry Published In Proceedings of the International Symposium for Next Generation Infrastructure, 1 - 4 October 2013
2014	Data-Driven Forecasts of Regional Demand for Infrastructure Services
2014	Evaluating the influence of virtual reality-based training on workers' competencies in the mining industry Published In 13th International Conference on Modeling and Applied Simulation, MAS 2014
2014	Evaluation and application of transport accessibility measures: a non-metropolitan focus Published In 26th ARRB Conference: Research Driving Efficiency
2014	Modelling and data frameworks for understanding infrastructure systems throuh a systems-of-systems lens Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	SMART Infrastructure Dashboard: A Fusion between Business Intelligence and Geographic Information Systems
2014	Smart home system: integration of energy facilities and environmental factors Published In 7th International Conference: Energy Efficiency in Domestic Appliances and Lighting (EEDAL' 2013)
2014	TransMob: an agent based simulation of transport demand and residential mobility in South East Sydney Published In Social Simulation Conference
2014	Understanding the effect of social networks on organisational success Published In 11th International Conference on Intellectual Capital, Knowledge Management & Organisational Learning (ICICKM2014)
2013	A conceptual method for modeling residential utility consumption using complex fuzzy sets Published In Proceedings of the Joint World Congress and NAFIPS Annual Meeting
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In Proceedings - 20th International Congress on Modelling and Simulation, MODSIM 2013
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In 20th International Congress on Modelling and Simulation
2013	Evaluation of accessibility measures in practitioner policy and their effectiveness in non-metropolitan Areas Published In International Symposium for Next Generation Infrastructure Australia 2013
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation
2013	Impact of virtual training on safety and productivity in the mining industry Published In MODSIM2013, 20th International Congress on Modelling and Simulation
2013	SimUse: modeling recreational polydrug use through an agent-based model Published In 12th International Conference on Modeling and Applied Simulation, MAS 2013, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2013
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology
2011	An agent-based model of alcohol use and abuse: SimARC Published In Proceedings of the 7th European Social Simularion Association Conference
2011	Reflections on case studies, modelling and theory builidng Published In MODSIM2011, 19th International Congress on Modelling and Simulation
2011	SimUse: simulation of recreational poly-drug use Published In 2011 IEEE Symposium on Artificial Life (ALIFE) Proceedings
2010	A spatial agent-based model to explore scenarios of adaptation to climate change in an alpine tourism destination Published In 3rd World Congress on Social Simulation
2009	An agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings
2009	An ontology-based simulation model exploring the social contexts of psychostimulant use among young Australians Published In International Society for the Study of Drug Policy
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In Proceedings of the Conference on Integrated Assessment of Agriculture and Sustainable Development: Setting the Agenda for Science and Policy
2009	SimReef: an agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	Small town water governance in developing countries: the uncertainty curse Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	Taking participatory in participatory modelling seriously Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2008	One fish, two fish, red fish, blue fish: the use of simple agent-based models and role-play games to communicate key messages to community groups Published In Proceedings of the 11th International Coral Reef Symposium
2008	Participatory assessment of water developments in an atoll town Published In Adaptive and integrated water management: coping with complexity and uncertainty
2008	Participatory risk management approaches for water planning and management: insights from Australia and Bulgaria Published In 13ème congrès mondial de l'eau
2008	Participatory values-based risk management for the water sector Published In Proceedings of the Water Down Under 2008: incorporating 31st Hydrology and Water Resources Symposium, and, 4th International Conference on Water Resources and Environment Research
2007	Climatic and human influences on water resources in low atolls Published In Climatic and anthropogenic impacts on the variability of water resources: Proceedings
2007	Dynamics of a salinity-prone agricultural catchment driven by markets, farmers’ attitudes and climate change Published In MODSIM 2007 International Congress on Modelling and Simulation
2006	SimDrug: Exploring the complexity of illicit drug markets Published In 50th Annual Meeting of the International Society for the Systems Sciences 2006, ISSS 2006
2005	Companion modelling approach: The AtollGame experience in Tarawa atoll (Republic of Kiribati) Published In MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings
2005	Diffusion and social networks: Revisiting medical innovation with agents Published In MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings
2004	A methodology for eliciting and modelling stakeholders' representations with Agent Based Modelling Published In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
1991	Improving water balance models on field plots using soil surface characteristics Published In IAHS-AISH Publication

Other Publications

Year	Title
2022	Analysis of historical wholesale electricity spot price volatility in South Australia and their projections in 2030 and 2040
2022	Future wholesale and retail electricity prices in SA in 2030 and 2040 under select ISP scenarios
2019	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Final Report
2018	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence, Phase 3- Statement of Work
2017	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Phase 2
2017	NSW Housing Stock Mapping Project: Phase II Final Report
2016	Geo-Social Intelligence to Enhance Corporate Capability and Service Delivery Project, Milestone 1 Report (Volume 1). Executive Report: Current State of Knowledge and Remaining Gaps
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Preliminary Scoping Report
2016	Phase 1, Milestone 3: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Report June 2016

Investigator On

Year	Title
2020 - 2027	Securing Antarctica's Environmental Future Awarded by: Australian Research Council (ARC) Funding Scheme: Special Research Initiatives
2022	DynaMix-FM, dynamic mixed reality environment for future mobility Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
2021 - 2022	Smart Eye: Airborne and AI-Driven Assessment Solution of Sugarcane Awarded by: CSIRO Funding Scheme: Aus4Innovation
2016 - 2019	Analytics to predict anaerobic codigestion & downstream process performance Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
2018	"Sharkeye" -- Real-Time Smart App Alerting through Aerial Surveillance Awarded by: NSW Government Department of Industry Funding Scheme: Annual Competitive Grants Program
2018	Co-created True Accessibility Mapping with Wheelchair Users in Wollongong Awarded by: Northcott Funding Scheme: FundAbility
2015	Clean Air and Urban Landscapes Hub Awarded by: National Environmental Science Programme (NESP) Funding Scheme: Clean Air and Urban Landscapes Hub
2014	Evaluating the impact of Virtual Reality-based training on the competency of rescue brigades Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
2013	The value of providing health interventions for heroin use: a cost benefit analysis Awarded by: National Health and Medical Research Council (NHMRC) Funding Scheme: Project Grant
2011	Developing the capacity to model the impact of interventions that target high-risk drinking among young Australians Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Urban Analytics Data Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	ARC Training Centre for Advanced Technologies in Rail Track Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Training Centres
	Enhanced modelling capacity for the Industrial Ecology Virtual Laboratory Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	Family farming, Lifestyle and Health (FALAH) in the Pacific Awarded by: European Commission Funding Scheme: Horizon 2020 - Research and Innovation Framework Programme
	Microrecycling of battery and consumer wastes by manufacturing materials Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Research Hubs
	PiezoSense: Safe and Battery-free Monitoring of Whole Body Vibration using Energy Harvesting and Wireless Systems Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
	The Telstra-UOW Hub for AIOT Solutions Awarded by: Department of Education Funding Scheme: Strategic University Reform Fund

Impact Story

MTR Project, Hong Kong (SMART Infrastructure Facility and the Collaboration Laboratory- Co-Lab)
Summary
About MTR The client organisation- MTR Corporation- is a Hong Kong-based 20K employee strong multinational organisation specialising in metro rail management and construction. MTR manages many metro systems around the world in including those in Hong Kong, Singapore, Melbourne, Dubai and Stockholm. About half the workforce is in the (Rail) Operations Division and within this division is the Learning Organisation unit who is our client for this $640,000 (Cat 3B0 contract research project (Leader Clarke, Co-Lead Perez). MTR are currently completing the world’s longest high speed underwater rail links between HK and mainland China. About the Project The research (and practice) problem is that MTR are trying to develop into a Learning Organisation (LO), after the work of Management researcher Peter Senge, that advocates an organisational culture of continual learning and innovation. Employing mixed methods design, and involving a team of researchers with a mix of specialisations (Business, Information Systems Analysts, Software Developers, Statisticians, Qualitative Researchers, Sentiment Analysis, Media Specialists, Chinese Language Experts and Text Mining). The opinion held by senior management was that MTR was not fully compliant with the LO requirements, this opinion was confirmed by the research team in Phase 1. In subsequent Phases, the researchers were contracted to propose various solutions could be put in place to facilitate improvements. The project is now at Phase 3, the deliverables are finalised by end of Sept. The project team is continuing to research the effects of our interventions and systems. 

Detail View

Detail View Summary View
Detail of Impact
There are four major impacts associated with this project. Methodology for determining Organisational Compliance with LO: The first involves the difficult of being able to measure the degree of compliance of an organisation to Learning Organisation (LO) principles. This aspect was solved operationally for this project by developing a mixed method design using inductive qualitative analysis (thematic analysis) that was then cross references to the various main perspectives (3) and core capabilities (5) of the LO. To determine the impact of the MTR project interventions, the same approach as used in determining the compliance of MTR to LO is applied (a before and after snapshot). The expectation is that if the innovation system being developing improves one of the main perspectives (for example LO's 'Generative Conversation') then this will show up in the existence of discussions about improving communication and collaboration. System Approaches to support Enterprise Crowdsourcing of Innovation: We have already received expressions of interest from local companies (Christopher Savage from iTree) who are eager to see if there are commercial opportunities for systems like the one we have developed. This technology can be adapted to a range of different companies with a variety of moderation and meta-moderation techniques. there are potentially a range commercialisation opportunities. Retheorising LO: Both the literature that describes LO and that which provides details about determining the value, significance or achievement of the an organisation with respect to LO main perspectives and core capabilities appears to be untheorised. Understanding Internal and External Crowdsourcing, Crowdfunding and Open Innovation: the principle upon which this system is based is referred to as semantic emergence. This describes the process by which an evaluation of an innovation or idea emerges from the interactions of innovators, reviewers and judges of innovations. This approach can be used to provide a unified approach to internal (enterprise) and external (customer-focused) crowdsourcing, as well as crowdfunding and open innovation.
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Beneficiary Quantification Description
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UOW Centres / Programs
UOW Researchers / Collaborators
3D printed fins for surfboards: finding the right flow
Summary
Engagement with media and working with industry

Detail View

Detail View Summary View
Detail of Impact
Our work on 3D printed resulted in a lot of media exposure for research at the University of Wollongong
Field of Research
Countries / Regions
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Beneficiary Quantification Description
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UOW Centres / Programs
UOW Researchers / Collaborators
Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)
Summary
PetaJakarta.org (Map Jakarta) was the result of a world-first Joint Pilot Study initiated by researchers at the SMART Infrastructure Facility, University of Wollongong (UOW), in collaboration with the Jakarta Emergency Management Agency (BPBD DKI) and social media giant Twitter. Jakarta is regularly devastated by flooding during the annual monsoon. The infrastructure of this dense metropolis tends to <a href="http://voices.nationalgeographic.org/2015/11/05/how-to-draw-a-city-the-basics/" target="_blank" rel="noopener">lag behind its rate of growth</a>, making it vulnerable to natural disasters such as severe, city-wide flooding.Citizens had constantly criticised Jakarta’s Government Emergency Management Agency for their slow responses to natural disasters. As the tenth largest city in the world and with one of the highest numbers of Twitter users on the planet, there was an opportunity for this social media platform to play a significant role in flood management in Jakarta.For the first time, PetaJakarta.org empowered Jakarta citizens who know flooding in their locale the best, to actively report to government, enabling greater information sharing and data coordination among citizens and government agencies; this had, although long been desired, never ever possible before. Citizens of Jakarta could identify locations of flooding in real-time, helping them safely navigate the city. The novel technical solution has fostered equitable and collaborative adaptability and resilience to increasing environmental disasters with climate change.

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Field of Research
Countries / Regions
Beneficiaries

Beneficiary Quantification Description
External Partners
Evidence of Impact

Evidence Description
UOW Centres / Programs
UOW Researchers / Collaborators

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy - EIS	To Be Confirmed.
Doctor of Philosophy	Computer Vision and Machine Learning in Disaster Management and Monitoring Process	Iqbal, Umair
Doctor of Philosophy	Identifying and Predicting the Trends and Patterns of Health Issues using Health Insurance Claims Data.	Webadu Wedanage, Koliya
Doctor of Philosophy	Microplastics biodegradation in water: factors and mechanisms	Punam Kristhombuge, Nuwanthi
Doctor of Philosophy	Optimization of electric bus operation considering mixed-type charging techniques	Hu, Hao
Doctor of Philosophy	Multi-Target Tracking Using Multiple Cameras Towards Privacy Preserving IVA for Edge Computing	Qian, Yan
Doctor of Philosophy	A Model-Based Systems Engineering Approach for Organisational Systems Change	Kennedy, Grace
Master of Philosophy - EIS	The impact of crisis on public transport travel patterns ¿ Evidence from smart card data analysis pre- and post-COVID-19 in Australia	Qu, Tianyang
Doctor of Philosophy	Uncertainty Quantification in Deep Learning	Hewson, Daniel
Doctor of Philosophy	Land use and Transportation integration and their relevance for the Strategic Planning	Amalan, Thivya
Doctor of Philosophy	Air Pollution and Green Infrastructure of Cities	Tomson, Mamatha
Doctor of Philosophy	Exploring Smart Solutions for Water Demand Management by Employing Realtime Monitoring Approaches	Farahani, Sepideh
Doctor of Philosophy	Reducing food shortage and wastage using AI to inform and optimize supply chain with real-time IoT data	Seyam, Asmaa

Keywords

SIMULATION AND MODELLING, DECISION MAKING

Orcid Id

http://orcid.org/0000-0001-6151-6228 (confirmed)

Top Publications

Year	Title
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published in International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published in Environmental Modelling and Software
2011	Mental models: an interdisciplinary synthesis of theory and methods Published in Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published in Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published in Ecological Modelling
2009	Extending drug ethno-epidemiology using agent-based modelling Published in Addiction
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published in Environmental Modelling and Software

Research Areas

Selected Publications

Journal Article

Year	Title
2022	A joint optimisation model for charger locating and electric bus charging scheduling considering opportunity fast charging and uncertainties Published In Transportation Research Part C: Emerging Technologies
2022	Floodborne Objects Type Recognition Using Computer Vision to Mitigate Blockage Originated Floods Published In Water
2022	Prediction of Hydraulic Blockage at Culverts using Lab Scale Simulated Hydraulic Data Published In Urban Water Journal
2022	Prediction of hydraulic blockage at culverts from a single image using deep learning Published In Neural Computing and Applications
2022	Urban Vehicle Localization in Public LoRaWan Network Published In IEEE Internet of Things Journal
2021	A Scaled Physical Model Study of Culvert Blockage Exploring Complex Relationships Between Influential Factors Published In Australian Journal of Water Resources
2021	A clinician-led, experience-based co-design approach for developing mHealth services to support the patient self-management of chronic conditions: Development study and design case Published In JMIR mHealth and uHealth
2021	A process-driven and need-oriented framework for review of technological contributions to disaster management Published In Heliyon
2021	A review of strategies for mitigating roadside air pollution in urban street canyons Published In Environmental Pollution
2021	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers
2021	Automating visual blockage classification of culverts with deep learning Published In Applied Sciences (Switzerland)
2021	Autonomous lidar‐based monitoring of coastal lagoon entrances Published In Remote Sensing
2021	Correction to: An Architecture Framework Approach for Complex Transport Projects (Information Systems Frontiers, (2021), 23, 3, (575-595), 10.1007/s10796-019-09978-y) Published In Information Systems Frontiers
2021	Cost–benefit analysis of virtual reality-based training for emergency rescue workers: a socio-technical systems approach Published In Virtual Reality
2021	Exploring the impact of public transport including free and subsidised on the physical, mental and social well-being of older adults: a literature review Published In Transport Reviews
2021	Green infrastructure for air quality improvement in street canyons Published In Environment International
2021	How computer vision can facilitate flood management: A systematic review Published In International Journal of Disaster Risk Reduction
2021	Impact of drivers on real-driving fuel consumption and emissions performance Published In Science of the Total Environment
2021	Lessons Learned From Immersive and Desktop VR Training of Mines Rescuers Published In Frontiers in Virtual Reality
2020	A Case Study of WiFi Sniffing Performance Evaluation Published In IEEE Access
2020	A game-based approach to exploring gender differences in smallholder decisions to change farming practices: White rice production in Laos Published In Sustainability (Switzerland)
2020	A review of structural approach to flood management in coastal megacities of developing nations: current research and future directions Published In Journal of Environmental Planning and Management
2020	Assessing the effects of mobility on air quality: The Liverpool Smart Pedestrian project Published In Transportation Research Procedia
2020	Collaborative translation of emergency messages (Co-TEM): An Australian case study Published In International Journal of Disaster Risk Reduction
2020	Examining the potential of virtual reality to deliver remote rehabilitation Published In Computers in Human Behavior
2020	Investigating the process of mine rescuers' safety training with immersive virtual reality: A structural equation modelling approach Published In Computers and Education
2020	Traffic exhaust to wildfires: PM2.5 measurements with fixed and portable, low-cost LoRaWAN-connected sensors Published In PLoS ONE
2019	Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review Published In Sensors
2019	Crowdsourced social media data for disaster management: Lessons from the PetaJakarta.org project Published In Computers, Environment and Urban Systems
2019	Edge-computing video analytics for real-time traffic monitoring in a smart city Published In Sensors
2019	Revealing Seniors' Travel Patterns and Concerns Using Public Transport - a Case Study in Wollongong Published In Journal of Transport and Health
2019	The factors affecting the quality of learning process and outcome in virtual reality environment for safety training in the context of mining industry Published In Advances in Intelligent Systems and Computing
2019	The price of a view: Estimating the impact of view on house prices Published In Pacific Rim Property Research Journal
2019	Transdisciplinary agricultural research in Lao PDR Published In Journal of Rural Studies
2019	Understanding Spatial Variability of Air Quality in Sydney: Part 2—A Roadside Case Study Published In Atmosphere
2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research
2018	A qualitative evaluation of the role of virtual reality as a safety training tool for the mining industry Published In Lecture Notes in Computer Science
2018	Managing hydrological infrastructure assets for improved flood control in coastal mega-cities of developing nations Published In Urban Climate
2018	Participation Patterns and Reliability of Human Sensing in Crowd-Sourced Disaster Management Published In Information Systems Frontiers: a journal of research and innovation
2017	Agent-based modelling for urban planning current limitations and future trends Published In Lecture Notes in Computer Science
2017	Evolution of a synthetic population and its daily mobility patterns under spatial strategies for urban growth Published In Lecture Notes in Geoinformation and Cartography
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing
2017	Mapping for the future: Business intelligence tool to map regional housing stock Published In Procedia Engineering
2017	Modelling heroin careers over 40 years: Social costs Published In Drug and Alcohol Dependence
2017	Smart infrastructure: an emerging frontier for multidisciplinary research Published In Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction
2016	A heuristic combinatorial optimisation approach to synthesising a population for agent-based modelling purposes Published In Journal of Artificial Societies and Social Simulation
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology
2016	A systematic review of modelling approaches in economic evaluations of health interventions for drug and alcohol problems Published In BMC Health Services Research
2016	Building a microsimulation model of heroin use careers in Australia Published In International Journal of Microsimulation
2016	Editorial: Modelling and simulation in health care systems Published In International Journal of Systems Science: Operations & Logistics
2016	Exploring how knowledge and communication influence natural resources management With ReHab Published In Simulation and Gaming: an international journal of theory, design and research
2015	An approach to plan and evaluate the location of radiotherapy services and its application in the New South Wales, Australia Published In Computer Methods and Programs in Biomedicine
2015	An ontologic agent-based model of recreational polydrug use: SimUse Published In International Journal of Simulation and Process Modelling
2015	Population accessibility to radiotherapy services in New South Wales Region of Australia: a methodological contribution Published In Journal of Physics: Conference Series
2015	Simulating transport and land use interdependencies for strategic urban planning-an agent based modelling approach Published In Systems
2015	Workshop synthesis: built environment and contextual variables Published In Transportation Research Procedia
2014	Correction: Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics (PLoS ONE (2014) 9, 4 (e94761) DOI: 10.1371/journal.pone.0094761) Published In PLoS ONE
2014	Drivers influencing adaptive management: a retrospective evaluation of water quality decisions in South East Queensland (Australia) Published In Ambio
2014	Eliciting mental models: a comparison of interview procedures in the context of natural resource management Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One
2014	Smart home electricity management in the context of local power resources and smart grid Published In Journal of Clean Energy Technologies
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science
2014	Temporal and parametric study of traveller preference heterogeneity using random parameter logit model Published In International Journal for Traffic and Transport Engineering
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published In Environmental Modelling and Software
2013	Using geospatial business intelligence to support regional infrastructure governance Published In Knowledge-Based Systems
2012	Are drug detection dogs and mass-media campaigns likely to be effective policy responses to psychostimulant use and related harm? Results from an agent-based simulation model Published In International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published In Environmental Modelling and Software
2012	Choosing a fishery’s governance structure using data poor methods Published In Marine Policy
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published In International Journal of Drug Policy
2012	Simulating the dynamics of subsistence fishing communities: REEFGAME as a learning and data-gathering computer-assisted role-play game Published In Simulation and Gaming: an international journal of theory, design and research
2012	Waypoints on a journey of discovery: mental models in human environment interactions Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2011	Mental models: an interdisciplinary synthesis of theory and methods Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Co-engineering participatory water management processes: theory and insights from Australian and Bulgarian interventions Published In Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published In Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published In Ecological Modelling
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis. Socio-Economics and the Environment in Discussion (SEED) Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors
2009	Extending drug ethno-epidemiology using agent-based modelling Published In Addiction
2009	Towards a generic ontology of recreational poly-drug use Published In Drug and Alcohol Review
2008	Policing Australia’s ‘Heroin Drought’ Using an Agent-Based Model to Simulate Alternative Outcomes Published In Journal of Experimental Criminology
2008	Safe water for people in low, small Island Pacific Nations: The rural-urban dilemma Published In Development (Cambridge)
2008	Urbanization and Water Development in the Pacific Islands Published In Development (Cambridge)
2008	Water troubles in a Pacific atoll town Published In Water Policy
2007	Challenges in freshwater management in low coral atolls Published In Journal of Cleaner Production
2007	Climatic and Human Influences on Groundwater in Low Atolls Published In Vadose Zone Journal
2007	Contribution of simulation and gaming to natural resource management issues: an introduction Published In Simulation and Gaming: an international journal of theory, design and research
2007	Simulation and gaming in natural resource management Published In Simulation and Gaming: an international journal of theory, design and research
2007	Who wants to terminate the Game? The role of vested interests and meta-players in the AtollGame experience Published In Simulation and Gaming: an international journal of theory, design and research
2006	The atollgame experience: From knowledge engineering to a computer-assisted role playing game Published In JASSS
2004	A Biophysical Toolbox for assessment and management of land and water resources in rural catchments in Northern Thailand Published In Ecological Modelling
2003	Agent based simulation of a small catchment water management in northern Thailand Description of the CATCHSCAPE model Published In Ecological Modelling
2002	CATCHCROP: Modeling crop yield and water demand for integrated catchment assessment in Northern Thailand Published In Environmental Modelling and Software
2001	Developing CAN based networks on RT-Linux Published In IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
2001	Modelling the influence of irrigated terraces on the hydrological response of a small basin Published In Environmental Modelling and Software
1999	Determination of the hydraulic properties of a Sahelian crusted soil. 2. Modelling the infiltration process Published In Agronomie
1999	Determining the hydraulic properties of a Sahelian crusted soil. 1. In field experiment and measurements Published In Agronomie
1996	Improvement of cultivation techniques for improved management of rainwater, south Saloum, Senegal Published In Agriculture et Developpement
1991	Improving water balance models on field plots using soil surface characteristics Published In Soil water balance in the Sudano-Sahelian zone. Proc. workshop, Niamey, 1991

Book

Year	Title
2017	Preface
2008	Foreword Publisher IGI Global
2004	From slash-and-burn to replanting: Green revolutions in the Indonesian uplands

Chapter

Year	Title
2022	ArkiCity: Analysing the Object Detection Performance of Cloud-Based Image Processing Services Using Crowdsourced Data Published In Green Energy and Technology Publisher Springer International Publishing
2022	Chapter 15 Emerging role of unmanned aerial vehicles (UAVs) for disaster management applications Published In Nanotechnology-Based Smart Remote Sensing Networks for Disaster Prevention Publisher Elsevier
2022	Memetic Strategies for Network Design Problems Published In Frontiers in Nature-Inspired Industrial Optimization Publisher Springer Nature
2022	Memetic Strategies for Network Design Problems Published In Frontiers in Nature-Inspired Industrial Optimization Publisher Springer Singapore
2021	Problem-Driven and Technology-Enabled Solutions for Safer Communities Published In Handbook of Smart Cities Publisher Springer Nature
2021	Problem-Driven and Technology-Enabled Solutions for Safer Communities Published In Handbook of Smart Cities Publisher Springer Nature
2021	Towards Agent-Based Traffic Simulation Using Live Data from Sensors for Smart Cities Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Integrated ecological economic modeling: what is it good for? Published In Sustainable Wellbeing Futures: A Research and Action Agenda for Ecological Economics Publisher Edward Elgar Publishing
2019	An information management strategy for city data hubs: Open data strategies for large organisations Published In Open Cities \| Open Data: Collaborative Cities in the Information Era Publisher Springer Singapore
2017	Evaluating 360-virtual reality for mining industry’s safety training Published In Communications in Computer and Information Science Publisher Springer International Publishing
2017	Living Well in Cities Published In Wellbeing, Recovery and Mental Health Publisher Cambridge University Press
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom
2017	Participatory approaches Published In Understanding Complex Systems Publisher Springer International Publishing
2016	Modelling mode choice of individual in linked trips with artificial neural networks and fuzzy representation Published In Artificial Neural Network Modelling
2014	Assessment and monitoring of the effects of the CoMmod approach Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher Dordrecht
2014	ComMod: engaged research's contribution to sustainable development Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0
2014	How do participants view the technologies used in companion modelling? Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0
2013	Participatory approaches Published In Simulating social complexity : a handbook
2012	Science to inform and models to engage Published In Negotiating our future: living scenarios for Australia to 2050 (Volume 2)
2012	Social perspectives on sustainability and equity in Australia Published In Negotiating Our Future: Living scenarios for Australia to 2050
2011	Assessment and monitoring of the effects of the ComMod approach Published In Companion modelling: a participatory approach to support sustainable development Publisher Paris, France
2011	ComMod : engaged research's contribution to sustainable development Published In Companion modelling : A participatory approach to support sustainable development
2011	How do participants view the technologies used in companion modelling? Published In Companion modelling: a participatory approach to support sustainable development
2011	Scaling up models of the dynamics of coral reef ecosystems: an approach for science-based management of global change Published In Coral Reefs: An Ecosystem in Transition Publisher Berlin, Germany
2010	ComMod : une vision particulière du Développement Durable Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable
2010	Comment les participants perçoivent les différentes technologies mobilisées pour l’accompagnement? Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable
2010	Evaluation et Suivi des effets de la demarche Published In La modélisation d'accompagnement: une démarche participative en appui au développement durable
2010	Participatory approaches and simulation of social complexity Published In Simulating Social Complexity: a Handbook
2010	SimReef and ReefGame: gaming for integrated reef research and management Published In Building capacity in coral reef science: An anthology of CRTR scholars’ research 2010
2008	Coping and managing under uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives
2008	Diffusion and social networks: revisiting medical innovation with agents Published In Complex Decision Making: Theory and Practice
2008	Drug law enforcement in an agent-based model: Simulating the disruption to street-level drug markets Published In Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems
2008	Embracing social uncertainties with complex systems science Published In Uncertainty and Risk: Multidisciplinary Perspectives
2008	Foreward Published In Intelligent Complex Adaptive Systems
2008	Innovation diffusion among heterogeneous agents: exploring complexity with Agent-Based Modelling (ABM) Published In Applications of Complex Adaptive Systems
2008	The nature of uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher United Kingdom
2008	Uncertainty metaphors, motives and morals Published In Uncertainty and Risk: Multidisciplinary Perspectives
2006	SimDrug: A Multi-Agent System Tackling the Complexity of Illicit Drug Markets in Australia Published In Complex Science for a Complex World: Exploring Human Ecosystems with Agents Publisher ANU Press
2003	A methodology for eliciting and modelling stakeholders’ representations with agent based modelling Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2022	Investigating leading indicators for hospitalisation in Australia using health insurance claims data Published In 2022 International Conference on Computer Communication and Informatics, ICCCI 2022
2021	Forecasting healthcare cost in Australia using health insurance claims data Published In 17th International Computer Engineering Conference, ICENCO 2021
2021	Integrated optimisation of electric bus scheduling and top-up charging at bus stops with fast chargers Published In IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2020	Berth Allocation and Quay Crane Assignment for Coordinated Operation of Multiple Container Terminals in A Port Published In The Asian Logistics Round Table (ALRT) 2020 Conference
2020	Investigating the relationship between students’ preferred learning style on their learning experience in virtual reality (VR) learning environment Published In Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019)
2020	SD-Seq2seq: A Deep Learning Model for Bus Bunching Prediction based on Smart Card Data Published In 29th International Conference on Computer Communications and Networks (ICCCN 2020)
2020	Towards Agent-Based Traﬃc Simulation Using Live Data from Sensors for Smart Cities Published In 21st International Workshop on Multi-Agent-Based Simulation: MABS 2020
2020	Where is my Deer?-Wildlife Tracking and Counting via Edge Computing and Deep Learning Published In Proceedings of IEEE Sensors
2019	Application of design science research to design a modelling approach for procurement of infrastructure systems Published In SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings
2019	Hydrogen as a future fuel, challenges and opportunities: An overview of modelling approaches Published In 23rd International Congress on Modelling and Simulation - Supporting Evidence-Based Decision Making: The Role of Modelling and Simulation, MODSIM 2019
2019	Meta-moderation for crowdsourced disaster management and urban participatory applications Published In 23rd International Congress on Modelling and Simulation
2019	The application of Evolutionary Computation and Metaheuristics for Solving the Network Design Problems Published In 23rd International Congress on Modelling and Simulation (MODSIM2019)
2018	An Ontology Based Context-Aware Architecture for Smart Campus Applications Published In 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon)
2018	Improving connectivity between coastal economics and capital cities Published In 27th Annual NSW Coastal Conference 2018
2018	Managing the Complexities of Infrastructure Procurement Projects - A Model Based Systems Engineering Approach Published In Systems Engineering Test and Evaluation Conference 2018: Unlocking the Future Through Systems Engineering: SETE 2018
2018	Multi-Agent and Smart Buildings: What? and Why? Published In 3rd International Workshop on Agent Based Modelling of Urban Systems
2017	Assessing Infrastructure System of Systems Integrity Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	Breaking away from trend-based analysis for regional modelling and planning Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	Evaluating 360-Virtual Reality for Mining Industry’s Safety Training Published In International Conference on Human-Computer Interaction: HCI International 2017 - Posters' and Extended Abstracts
2017	Small area coupling of synthetic census and spatial micro-simulation applied to mortgage taxation in Australia Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2017	The application of simulation (Virtual Reality) for safety training in the context of mining industry Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017
2016	A systematic approach to evaluate the role of virtual reality as a safety training tool in the context of the mining industry Published In Proceedings of the 2016 Coal Operators' Conference
2016	Individual-Level Simulation Model For Cost Benefit Analysis In Healthcare
2016	Individual-level simulation model for cost benefit analysis in healthcare Published In Proceedings, 30th European Conference on Modelling and Simulation, ECMS 2016
2016	Regional planning and policy analysis in Australia through integrated economic modelling Published In 45th Australian Conference Of Economists 2016
2015	An agent based model for the simulation of transport demand and land use. Application to a Sydney metropolitan area Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2015	Citizen-driven flood mapping in Jakarta: a self-organising socio-technical system Published In Proceedings - 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW
2015	Discrete event modelling for operational planning of urban public transport services - towards minimising the bunching of an urban bus service (WIP) Published In Summer Computer Simulation Conference (SCSC 2015)
2015	Exploring agency relationship in transport service sector by analysing traveller choice behaviour Published In 14th International Conference on Computers in Urban Planning and Urban Management (CUPUM 2014)
2015	Integrated modelling to aid strategic urban and regional planning Published In Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015
2015	Stepping away from trend analyses for regional integrated planning and modelling Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2015	Tour-based travel mode choice estimation based on data mining and fuzzy techniques Published In International Symposium for Next Generation Infrastructure (ISNGI 2014)
2014	A Star Schema for Utility Network Analysis and Visualisation in a Geo-Business Intelligence Environment
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 3rd International Workshop on Innovative Simulation for Health Care, IWISH 2014
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 11th International Multidisciplinary Modelling & Simulation Multiconference
2014	A semi-deterministic approach for modelling of urban travel demand Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2014	An agent based model for the simulation of road traffic and transport demand in a Sydney metropolitan area Published In ATT 2014: 8th International Workshop on Agents in Traffic and Transportation
2014	Assessing the impact of virtual reality-based training on health and safety issues in the mining industry Published In Proceedings of the International Symposium for Next Generation Infrastructure, 1 - 4 October 2013
2014	Data-Driven Forecasts of Regional Demand for Infrastructure Services
2014	Evaluating the influence of virtual reality-based training on workers' competencies in the mining industry Published In 13th International Conference on Modeling and Applied Simulation, MAS 2014
2014	Evaluation and application of transport accessibility measures: a non-metropolitan focus Published In 26th ARRB Conference: Research Driving Efficiency
2014	Modelling and data frameworks for understanding infrastructure systems throuh a systems-of-systems lens Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	SMART Infrastructure Dashboard: A Fusion between Business Intelligence and Geographic Information Systems
2014	Smart home system: integration of energy facilities and environmental factors Published In 7th International Conference: Energy Efficiency in Domestic Appliances and Lighting (EEDAL' 2013)
2014	TransMob: an agent based simulation of transport demand and residential mobility in South East Sydney Published In Social Simulation Conference
2014	Understanding the effect of social networks on organisational success Published In 11th International Conference on Intellectual Capital, Knowledge Management & Organisational Learning (ICICKM2014)
2013	A conceptual method for modeling residential utility consumption using complex fuzzy sets Published In Proceedings of the Joint World Congress and NAFIPS Annual Meeting
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In Proceedings - 20th International Congress on Modelling and Simulation, MODSIM 2013
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In 20th International Congress on Modelling and Simulation
2013	Evaluation of accessibility measures in practitioner policy and their effectiveness in non-metropolitan Areas Published In International Symposium for Next Generation Infrastructure Australia 2013
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation
2013	Impact of virtual training on safety and productivity in the mining industry Published In MODSIM2013, 20th International Congress on Modelling and Simulation
2013	SimUse: modeling recreational polydrug use through an agent-based model Published In 12th International Conference on Modeling and Applied Simulation, MAS 2013, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2013
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology
2011	An agent-based model of alcohol use and abuse: SimARC Published In Proceedings of the 7th European Social Simularion Association Conference
2011	Reflections on case studies, modelling and theory builidng Published In MODSIM2011, 19th International Congress on Modelling and Simulation
2011	SimUse: simulation of recreational poly-drug use Published In 2011 IEEE Symposium on Artificial Life (ALIFE) Proceedings
2010	A spatial agent-based model to explore scenarios of adaptation to climate change in an alpine tourism destination Published In 3rd World Congress on Social Simulation
2009	An agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings
2009	An ontology-based simulation model exploring the social contexts of psychostimulant use among young Australians Published In International Society for the Study of Drug Policy
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In Proceedings of the Conference on Integrated Assessment of Agriculture and Sustainable Development: Setting the Agenda for Science and Policy
2009	SimReef: an agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	Small town water governance in developing countries: the uncertainty curse Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2009	Taking participatory in participatory modelling seriously Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation
2008	One fish, two fish, red fish, blue fish: the use of simple agent-based models and role-play games to communicate key messages to community groups Published In Proceedings of the 11th International Coral Reef Symposium
2008	Participatory assessment of water developments in an atoll town Published In Adaptive and integrated water management: coping with complexity and uncertainty
2008	Participatory risk management approaches for water planning and management: insights from Australia and Bulgaria Published In 13ème congrès mondial de l'eau
2008	Participatory values-based risk management for the water sector Published In Proceedings of the Water Down Under 2008: incorporating 31st Hydrology and Water Resources Symposium, and, 4th International Conference on Water Resources and Environment Research
2007	Climatic and human influences on water resources in low atolls Published In Climatic and anthropogenic impacts on the variability of water resources: Proceedings
2007	Dynamics of a salinity-prone agricultural catchment driven by markets, farmers’ attitudes and climate change Published In MODSIM 2007 International Congress on Modelling and Simulation
2006	SimDrug: Exploring the complexity of illicit drug markets Published In 50th Annual Meeting of the International Society for the Systems Sciences 2006, ISSS 2006
2005	Companion modelling approach: The AtollGame experience in Tarawa atoll (Republic of Kiribati) Published In MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings
2005	Diffusion and social networks: Revisiting medical innovation with agents Published In MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings
2004	A methodology for eliciting and modelling stakeholders' representations with Agent Based Modelling Published In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
1991	Improving water balance models on field plots using soil surface characteristics Published In IAHS-AISH Publication

Other Publications

Year	Title
2022	Analysis of historical wholesale electricity spot price volatility in South Australia and their projections in 2030 and 2040
2022	Future wholesale and retail electricity prices in SA in 2030 and 2040 under select ISP scenarios
2019	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Final Report
2018	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence, Phase 3- Statement of Work
2017	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Phase 2
2017	NSW Housing Stock Mapping Project: Phase II Final Report
2016	Geo-Social Intelligence to Enhance Corporate Capability and Service Delivery Project, Milestone 1 Report (Volume 1). Executive Report: Current State of Knowledge and Remaining Gaps
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Preliminary Scoping Report
2016	Phase 1, Milestone 3: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Report June 2016

Investigator On

Year	Title
2020 - 2027	Securing Antarctica's Environmental Future Awarded by: Australian Research Council (ARC) Funding Scheme: Special Research Initiatives
2022	DynaMix-FM, dynamic mixed reality environment for future mobility Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
2021 - 2022	Smart Eye: Airborne and AI-Driven Assessment Solution of Sugarcane Awarded by: CSIRO Funding Scheme: Aus4Innovation
2016 - 2019	Analytics to predict anaerobic codigestion & downstream process performance Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
2018	"Sharkeye" -- Real-Time Smart App Alerting through Aerial Surveillance Awarded by: NSW Government Department of Industry Funding Scheme: Annual Competitive Grants Program
2018	Co-created True Accessibility Mapping with Wheelchair Users in Wollongong Awarded by: Northcott Funding Scheme: FundAbility
2015	Clean Air and Urban Landscapes Hub Awarded by: National Environmental Science Programme (NESP) Funding Scheme: Clean Air and Urban Landscapes Hub
2014	Evaluating the impact of Virtual Reality-based training on the competency of rescue brigades Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
2013	The value of providing health interventions for heroin use: a cost benefit analysis Awarded by: National Health and Medical Research Council (NHMRC) Funding Scheme: Project Grant
2011	Developing the capacity to model the impact of interventions that target high-risk drinking among young Australians Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Urban Analytics Data Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	ARC Training Centre for Advanced Technologies in Rail Track Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Training Centres
	Enhanced modelling capacity for the Industrial Ecology Virtual Laboratory Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	Family farming, Lifestyle and Health (FALAH) in the Pacific Awarded by: European Commission Funding Scheme: Horizon 2020 - Research and Innovation Framework Programme
	Microrecycling of battery and consumer wastes by manufacturing materials Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Research Hubs
	PiezoSense: Safe and Battery-free Monitoring of Whole Body Vibration using Energy Harvesting and Wireless Systems Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
	The Telstra-UOW Hub for AIOT Solutions Awarded by: Department of Education Funding Scheme: Strategic University Reform Fund

Impact Story

MTR Project, Hong Kong (SMART Infrastructure Facility and the Collaboration Laboratory- Co-Lab)
Summary
About MTR The client organisation- MTR Corporation- is a Hong Kong-based 20K employee strong multinational organisation specialising in metro rail management and construction. MTR manages many metro systems around the world in including those in Hong Kong, Singapore, Melbourne, Dubai and Stockholm. About half the workforce is in the (Rail) Operations Division and within this division is the Learning Organisation unit who is our client for this $640,000 (Cat 3B0 contract research project (Leader Clarke, Co-Lead Perez). MTR are currently completing the world’s longest high speed underwater rail links between HK and mainland China. About the Project The research (and practice) problem is that MTR are trying to develop into a Learning Organisation (LO), after the work of Management researcher Peter Senge, that advocates an organisational culture of continual learning and innovation. Employing mixed methods design, and involving a team of researchers with a mix of specialisations (Business, Information Systems Analysts, Software Developers, Statisticians, Qualitative Researchers, Sentiment Analysis, Media Specialists, Chinese Language Experts and Text Mining). The opinion held by senior management was that MTR was not fully compliant with the LO requirements, this opinion was confirmed by the research team in Phase 1. In subsequent Phases, the researchers were contracted to propose various solutions could be put in place to facilitate improvements. The project is now at Phase 3, the deliverables are finalised by end of Sept. The project team is continuing to research the effects of our interventions and systems. 

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Detail of Impact
There are four major impacts associated with this project. Methodology for determining Organisational Compliance with LO: The first involves the difficult of being able to measure the degree of compliance of an organisation to Learning Organisation (LO) principles. This aspect was solved operationally for this project by developing a mixed method design using inductive qualitative analysis (thematic analysis) that was then cross references to the various main perspectives (3) and core capabilities (5) of the LO. To determine the impact of the MTR project interventions, the same approach as used in determining the compliance of MTR to LO is applied (a before and after snapshot). The expectation is that if the innovation system being developing improves one of the main perspectives (for example LO's 'Generative Conversation') then this will show up in the existence of discussions about improving communication and collaboration. System Approaches to support Enterprise Crowdsourcing of Innovation: We have already received expressions of interest from local companies (Christopher Savage from iTree) who are eager to see if there are commercial opportunities for systems like the one we have developed. This technology can be adapted to a range of different companies with a variety of moderation and meta-moderation techniques. there are potentially a range commercialisation opportunities. Retheorising LO: Both the literature that describes LO and that which provides details about determining the value, significance or achievement of the an organisation with respect to LO main perspectives and core capabilities appears to be untheorised. Understanding Internal and External Crowdsourcing, Crowdfunding and Open Innovation: the principle upon which this system is based is referred to as semantic emergence. This describes the process by which an evaluation of an innovation or idea emerges from the interactions of innovators, reviewers and judges of innovations. This approach can be used to provide a unified approach to internal (enterprise) and external (customer-focused) crowdsourcing, as well as crowdfunding and open innovation.
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3D printed fins for surfboards: finding the right flow
Summary
Engagement with media and working with industry

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Detail of Impact
Our work on 3D printed resulted in a lot of media exposure for research at the University of Wollongong
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Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)
Summary
PetaJakarta.org (Map Jakarta) was the result of a world-first Joint Pilot Study initiated by researchers at the SMART Infrastructure Facility, University of Wollongong (UOW), in collaboration with the Jakarta Emergency Management Agency (BPBD DKI) and social media giant Twitter. Jakarta is regularly devastated by flooding during the annual monsoon. The infrastructure of this dense metropolis tends to <a href="http://voices.nationalgeographic.org/2015/11/05/how-to-draw-a-city-the-basics/" target="_blank" rel="noopener">lag behind its rate of growth</a>, making it vulnerable to natural disasters such as severe, city-wide flooding.Citizens had constantly criticised Jakarta’s Government Emergency Management Agency for their slow responses to natural disasters. As the tenth largest city in the world and with one of the highest numbers of Twitter users on the planet, there was an opportunity for this social media platform to play a significant role in flood management in Jakarta.For the first time, PetaJakarta.org empowered Jakarta citizens who know flooding in their locale the best, to actively report to government, enabling greater information sharing and data coordination among citizens and government agencies; this had, although long been desired, never ever possible before. Citizens of Jakarta could identify locations of flooding in real-time, helping them safely navigate the city. The novel technical solution has fostered equitable and collaborative adaptability and resilience to increasing environmental disasters with climate change.

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Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy - EIS	To Be Confirmed.
Doctor of Philosophy	Computer Vision and Machine Learning in Disaster Management and Monitoring Process	Iqbal, Umair
Doctor of Philosophy	Identifying and Predicting the Trends and Patterns of Health Issues using Health Insurance Claims Data.	Webadu Wedanage, Koliya
Doctor of Philosophy	Microplastics biodegradation in water: factors and mechanisms	Punam Kristhombuge, Nuwanthi
Doctor of Philosophy	Optimization of electric bus operation considering mixed-type charging techniques	Hu, Hao
Doctor of Philosophy	Multi-Target Tracking Using Multiple Cameras Towards Privacy Preserving IVA for Edge Computing	Qian, Yan
Doctor of Philosophy	A Model-Based Systems Engineering Approach for Organisational Systems Change	Kennedy, Grace
Master of Philosophy - EIS	The impact of crisis on public transport travel patterns ¿ Evidence from smart card data analysis pre- and post-COVID-19 in Australia	Qu, Tianyang
Doctor of Philosophy	Uncertainty Quantification in Deep Learning	Hewson, Daniel
Doctor of Philosophy	Land use and Transportation integration and their relevance for the Strategic Planning	Amalan, Thivya
Doctor of Philosophy	Air Pollution and Green Infrastructure of Cities	Tomson, Mamatha
Doctor of Philosophy	Exploring Smart Solutions for Water Demand Management by Employing Realtime Monitoring Approaches	Farahani, Sepideh
Doctor of Philosophy	Reducing food shortage and wastage using AI to inform and optimize supply chain with real-time IoT data	Seyam, Asmaa

Keywords

SIMULATION AND MODELLING, DECISION MAKING

Orcid Id

http://orcid.org/0000-0001-6151-6228 (confirmed)

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MTR Project, Hong Kong (SMART Infrastructure Facility and the Collaboration Laboratory- Co-Lab)

3D printed fins for surfboards: finding the right flow

Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)

Supervision

Advisees

Graduate Advising Relationship

Background

Keywords

Identity

Orcid Id

Overview

Top Publications

Research Areas

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Other Publications

Funding

Investigator On

Impact

Impact Story

MTR Project, Hong Kong (SMART Infrastructure Facility and the Collaboration Laboratory- Co-Lab)

3D printed fins for surfboards: finding the right flow

Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)

Supervision

Advisees

Graduate Advising Relationship

Background

Keywords

Identity

Orcid Id

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