Publications
A comprehensive survey on machine learning applications for drilling and blasting in surface mining
T Munagala, Srikanth Thudumu, Irini Logothetis, Sushil Bhandari, Rajesh Vasa, Kon Mouzakis
(2024), Vol. 15, pp. 1-21, Machine Learning with Applications, Amsterdam, The Netherlands, C1
Australian Dentist's Knowledge and Perceptions of Factors Affecting Radiographic Interpretation
Shwetha Hegde, Jinlong Gao, Rajesh Vasa, Shanika Nanayakkara, Stephen Cox
(2024), pp. 1-8, International Dental Journal, Amsterdam, The Netherlands, C1
Talk with Ted: an embodied conversational agent for caregivers
M Curumsing, J Rivera Villicana, A Vouliotis, K Burns, M Babaei, T Petrovich, K Mouzakis, R Vasa
(2024), pp. 1-18, Gerontology and Geriatrics Education, London, Eng., C1
Comparative analysis of real issues in open-source machine learning projects
Tuan Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa
(2024), Vol. 29, pp. 1-28, Empirical Software Engineering, Berlin, Germany, C1-1
Factors affecting interpretation of dental radiographs
S Hegde, J Gao, R Vasa, S Cox
(2023), Vol. 52, pp. 20220279-, Dento maxillo facial radiology, England, C1
EEG datasets for seizure detection and prediction- A review
S Wong, A Simmons, J Rivera-Villicana, S Barnett, S Sivathamboo, P Perucca, Z Ge, P Kwan, L Kuhlmann, R Vasa, K Mouzakis, T O'Brien
(2023), Epilepsia Open, United States, C1
K Huckvale, L Hoon, E Stech, J Newby, W Zheng, J Han, R Vasa, S Gupta, S Barnett, M Senadeera, S Cameron, S Kurniawan, A Agarwal, J Kupper, J Asbury, D Willie, A Grant, H Cutler, B Parkinson, A Ahumada-Canale, J Beames, R Logothetis, M Bautista, J Rosenberg, A Shvetcov, T Quinn, A MacKinnon, S Rana, T Tran, S Rosenbaum, K Mouzakis, A Werner-Seidler, A Whitton, S Venkatesh, H Christensen
(2023), Vol. 13, BMJ Open, C1
UAV Dynamic Object Tracking with Lightweight Deep Vision Reinforcement Learning
Hy Nguyen, Srikanth Thudumu, Hung Du, Kon Mouzakis, Rajesh Vasa
(2023), Vol. 16, pp. 1-23, Algorithms, Basel, Switzerland, C1
Case study of designing and evaluating an independent open learner model tool
Check-Yee Law, John Grundy, Karola Baggo, Andrew Cain, Rajesh Vasa
(2023), Vol. 8, pp. 1-9, Higher Education Pedagogies, London, Eng., C1
H Du, S Thudumu, A Giardina, R Vasa, K Mouzakis, L Jiang, J Chisholm, S Bista
(2023), Vol. 10, Journal of Big Data, C1
EEG based automated seizure detection - A survey of medical professionals
S Wong, A Simmons, J Rivera-Villicana, S Barnett, S Sivathamboo, P Perucca, P Kwan, L Kuhlmann, R Vasa, T O'Brien
(2023), Vol. 149, pp. 1-10, Epilepsy and Behavior, Amsterdam, The Netherlands, C1
Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture
H Du, S Thudumu, S Singh, S Barnett, I Logothetis, R Vasa, K Mouzakis
(2023), pp. 706-707, CCNC 2023 : Proceedings 20th IEEE Consumer Communications and Networking Conference 2023, Las Vegas, Nev., E1
An Integrated Federated Learning and Meta-Learning Approach for Mining Operations
V Munagala, S Singh, S Thudumu, I Logothetis, S Bhandari, A Bhandari, K Mouzakis, R Vasa
(2023), Vol. 14471, pp. 379-390, AI 2023: Advances in Artificial Intelligence 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28–December 1, 2023, Proceedings, Part I, Brisbane, Queensland, E1
MLGuard: Defend Your Machine Learning Model!
S Wong, S Barnett, J Rivera-Villicana, A Simmons, H Abdelkader, J Schneider, R Vasa
(2023), pp. 10-13, SE4SafeML 2023 : Proceedings of the 1st International Workshop on Dependability and Trustworthiness of Safety-Critical Systems with Machine Learned Components, Co-located with: ESEC/FSE 2023, San Francisco, California, E1
Exploring the Reliability of IoT Packet Classifiers: An Experimental Study
A Pasquini, R Vasa, H Gharakheili, I Logothetis, M Tran, A Chambers
(2023), pp. 596-601, 2023 IEEE Globecom Workshops, GC Wkshps 2023, E1
Requirements of API Documentation: A Case Study into Computer Vision Services
A Cummaudo, R Vasa, J Grundy, M Abdelrazek
(2022), Vol. 48, pp. 2010-2027, IEEE Transactions on Software Engineering, C1
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations
A Simmons, R Vasa, A Giardina
(2022), Vol. 3254, pp. 1-5, ISWC 2022 : Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 21st International Semantic Web Conference, Hangzhou, China, E1
I Logothetis, S Barnett, L Hoon, S Thudumu, J Mathew, C Luckhoff, G O'Reilly, D Collard, R Vasa, K Mouzakis, M Fitzgerald
(2022), pp. 431-432, e-Science 2022 : Proceedings of the 2022 IEEE 18th International Conference on e-Science, Salt Lake City, Utah, E1
A Framework for Evaluating MRC Approaches with Unanswerable Questions
H Du, S Thudumu, S Singh, S Barnett, I Logothetis, R Vasa, K Mouzakis
(2022), pp. 435-436, eScience 2022 : Proceedings of the 18th International Conference on e-Science and Grid Computing, Salt Lake City, Utah, E1
Subspace based Anomaly Detection Framework for Point Clouds
J Van Zyl, H Du, S Thudumu, I Logothetis, S Barnett, R Vasa, K Mouzakis
(2022), pp. 316-325, e-Science 2022 : Proceedings of the 2022 IEEE 18th International Conference on e-Science, Salt Lake City, Utah, E1
Dion Grieger, Martin Wong, Marco Tamassia, Luis Torres, Antonio Giardina, Rajesh Vasa, Kon Mouzakis
(2021), pp. 295-312, Data and Decision Sciences in Action 2: Proceedings of the ASOR/DORS Conference 2018, Berlin, Germany, B1
Emotions in Computer Vision Service QA
A Cummaudo, U Graetsch, M Curumsing, R Vasa, S Barnett, J Grundy
(2021), pp. 13-18, SEmotion 2021 : Proceedings of the IEEE/ACM 6th International Workshop on Emotion Awareness in Software Engineering, Madrid, Spain, E1
Towards a taxonomy for annotation of data science experiment repositories
S Sivasothy, S Barnett, N Fernando, R Vasa, R Sinha, A Simmons
(2021), pp. 76-80, SCAM 2021 : Proceedings of the IEEE 21st International Working Conference on Source Code Analysis and Manipulation, Luxembourg, E1
How usability defects defer from non-usability defects?: A case study on open source projects
N Yusop, J Grundy, J Schneider, R Vasa
(2020), Vol. 10, pp. 98-105, International journal on advanced science, engineering and information technology, [Padang, Indonesia], C1
State-based markers of disordered eating symptom severity
M Fuller-Tyszkiewicz, I Krug, J Smyth, F Fernandez-Aranda, J Treasure, J Linardon, R Vasa, A Shatte
(2020), Vol. 9, pp. 1-13, Journal of Clinical Medicine, Switzerland, C1
A revised open source usability defect classification taxonomy
N Yusop, J Grundy, J Schneider, R Vasa
(2020), Vol. 128, Information and Software Technology, C1
Interpreting cloud computer vision pain-points: a mining study of stack overflow
A Cummaudo, R Vasa, S Barnett, J Grundy, M Abdelrazek
(2020), pp. 1584-1596, ICSE 2020 : Proceedings of the 2020 ACM/IEEE 42nd International Conference on Software Engineering, Seoul, South Korea, E1
Threshy: Supporting Safe Usage of Intelligent Web Services
Alex Cummaudo, Scott Barnett, Rajesh Vasa, John Grundy
(2020), pp. 1645-1649, ESEC/FSE 2020 : Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Online, E1
A Cummaudo, S Barnett, R Vasa, J Grundy, M Abdelrazek
(2020), pp. 269-280, ESEC/FSE 2020 : Proceedings of the 28th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Online from United States of America, E1
A Simmons, S Barnett, J Rivera-Villicana, A Bajaj, R Vasa
(2020), pp. 1-11, ESEM '20: Proceedings of the 14th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, Bari, Italy, E1
M Curumsing, N Fernando, M Abdelrazek, R Vasa, K Mouzakis, J Grundy
(2019), Vol. 147, pp. 215-229, Journal of systems and software, Amsterdam, The Netherlands, C1
Supporting multi-view development for mobile applications
Scott Barnett, I Avazpour, Rajesh Vasa, John Grundy
(2019), Vol. 51, pp. 88-96, Journal of computer languages, Amsterdam, The Netherlands, C1
S Barnett, K Huckvale, H Christensen, S Venkatesh, K Mouzakis, R Vasa
(2019), Vol. 21, Journal of Medical Internet Research, Canada, C1
Merging intelligent API responses using a proportional representation approach
T Ohtake, A Cummaudo, M Abdelrazek, R Vasa, J Grundy
(2019), Vol. 11496, pp. 391-406, ICWE 2019 : Proceedings of the 19th International Conference on Web Engineering 2019, Daejeon, South Korea, E1
What should I document? A preliminary systematic mapping study into API documentation knowledge
A Cummaudo, R Vasa, J Grundy
(2019), Vol. 2019-Septemer, pp. 1-6, ESEM 2019 : Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), Porto de Galinhas, Recife, Brazil, E1
Losing confidence in quality: unspoken evolution of computer vision services
A Cummaudo, R Vasa, J Grundy, M Abdelrazek, A Cain
(2019), pp. 333-342, ICSME 2019 : Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, Cleveland, Oh., E1
Designing an evaluation tool to measure emotional goals
M Curumsing, S Pedell, R Vasa
(2018), pp. 969-992, Computer Systems and Software Engineering: Concepts, Methodologies, Tools, and Applications, Hershey, Pa., B1
G Beliakov, M Gagolewski, S James, S Pace, N Pastorello, E Thilliez, R Vasa
(2018), Vol. 67, pp. 910-919, Applied soft computing, Amsterdam, The Netherlands, C1
Supporting diverse challenges of ageing with digital enhanced living solutions
John Grundy, Kon Mouzakis, Rajesh Vasa, Andrew Cain, Maheswaree Curumsing, Mohamed Abdelrazek, Niroshine Fernando
(2018), Vol. 246, pp. 75-90, Telehealth for our ageing society : selected papers from Global Telehealth 2017, Amsterdam, The Netherlands, E1
An interaction model for de-identification of human data held by external custodians
A Simmons, M Curumsing, R Vasa
(2018), pp. 23-26, OzCHI '18 : Proceedings of the 30th Australian Conference on Computer-Human Interaction 2018, Melbourne, Vic., E1
Evaluating an open learner model visualisation prototype tool with User eXperience metrics
L Yee, J Grundy, K Baggo, A Cain, R Vasa
(2018), pp. 51-60, ASWEC2018 Proceedings of the 2018 25th Australasian Software Engineering Conference, Adelaide, S. Aust., E1
Preliminary evaluation of a guided usability defect report form
N Yusop, J Grundy, J Schneider, R Vasa
(2018), pp. 81-90, ASWEC 2018 : Proceedings of the 2018 25th Australasian Software Engineering Conference, Adelaide, S. Aust., E1
Reporting Usability Defects: A Systematic Literature Review
N Yusop, J Grundy, R Vasa
(2017), Vol. 43, pp. 848-867, IEEE Transactions on Software Engineering, C1
C Law, J Grundy, A Cain, V Vasa, A Cummaudo
(2017), pp. 1-10, Proceedings of the Nineteenth Australiasian Computing Education Conference (ACE 2017), Geelong, Victoria, E1
Technical debt interest assessment: From issues to project
A Martini, S Vajda, V Vasa, A Jones, M Abdelrazek, J Grundy, J Bosch
(2017), Vol. Part F129907, pp. 1-6, Proceedings of the XP2017 Scientific Workshops, Cologne, Germany, E1
Spatio-temporal reference frames as geographic objects
A Simmons, R Vasa
(2017), Vol. 2017-November, pp. 1-4, ACM SIGSPATIAL GIS 2017 : Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, Redondo Beach, California, E1
Analysis of the textual content of mined open source usability defect reports
N Yusop, J Schneider, J Grundy, R Vasa
(2017), pp. 358-367, APSEC 2017 : Proceedings of 24th Asia-Pacific Software Engineering Conference, Nanjing, China, E1
Methods of distributed processing for combat simulation data generation
L Holden, S Russack, M Abdelrazek, R Vasa, S Pace, K Mouzakis, R Adams
(2017), pp. 564-570, MODSIM 2017 : Proceedings - 22nd International Congress on Modelling and Simulation, Hobart, Tasmania, E1
Reporting usability defects-do reporters report what software developers need?
N Yusop, J Grundy, R Vasa
(2016), pp. 271-280, EASE 2016 : Proceedings of the 20th Evaluation and Assessment in Software Engineering International Conference, Limerick, Ireland, E1
An empirical study of user perceived usefulness and preference of open learner model visualisations
C Law, J Grundy, R Vasa, A Cain
(2016), pp. 1-5, VL/HCC 2016 : Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, Cambridge, England, E1
Examining digital assisted living: towards a case study of smart homes for the elderly
N Fernando, F Tan, R Vasa, K Mouzakis, I Aitken
(2016), pp. 1-11, ECIS 2016 : Information systems as a global gateway : Proceedings of the 24th European Conference on Information Systems, Istanbul, Turkey, E1
What influences usability defect reporting? - A survey of software development practitioners
N Yusop, J-G Schneider, J Grundy, R Vasa
(2016), pp. 17-24, APSEC 2016 : Proceedings of the Asia-Pacific Software Engineering 2016 Conference, Hamilton, New Zealand, E1
App reviews: breaking the user and developer language barrier
L Hoon, M Rodriguez-García, R Vasa, R Valencia-García, J-G Schneider
(2016), pp. 223-233, CIMPS'15 : Proceedings of the 4th International Conference on Software Process Improvement, Mazatlán, Mexico, E1-1
Spreading word: author frequency of app user reviews
L Hoon, M Stojmenović, R Vasa, G Farrell
(2016), pp. 643-645, OzCHI 2016 : Connected futures : Proceedings of the 28th Australian Conference on Computer-Human Interaction, Launceston, Tas., E1
L Hoon, F Tan, R Vasa, K Mouzakis, M Fitzgerald
(2015), Vol. 19, pp. 1-16, Australasian journal of information systems, Sydney, N.S.W., C1-1
Bootstrapping mobile app development
S Barnett, R Vasa, J Grundy
(2015), Vol. 2, pp. 657-660, ICSE 2015 : Proceedings of the 37th International Conference on Software Engineering, Firenze, Italy, E1-1
N Yusop, J Grundy, R Vasa
(2015), Vol. 2, pp. 38-43, ASWEC 2015 : Proceedings of the 24th Australasian Software Engineering Conference Volume II, Adelaide, South Australia, E1-1
A multi-view framework for generating mobile apps
S Barnett, I Avazpour, R Vasa, J Grundy
(2015), pp. 305-306, VL/HCC 2015: Proceedings of the IEEE Visual Languages and Human-Centric Computing 2015 Symposium, Atlanta, Ga., E1-1
A preliminary study of open learner model representation formats to support formative assessment
C Law, J Grundy, A Cain, R Vasa
(2015), pp. 887-892, COMPSAC2015 : Proceedings of the IEEE Computer Software and Applications 2015 Conference, Taichung, Taiwan, E1-1
Hub Map: a new approach for visualizing traffic data sets with multi-attribute link data
A Simmons, I Avazpour, H Vu, R Vasa
(2015), pp. 219-223, VL/HCC 2015 : Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, Atlanta, Georgia, E1-1
Q He, J Han, F Chen, Y Wang, R Vasa, Y Yang, H Jin
(2015), pp. 237-244, CLOUD 2015 : Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing, New York, N.Y., E1-1
Multi-node multi-agent cloud simulation: Approximating synchronisation
A Giardina, Y Yang, H Vu, R Vasa
(2015), pp. 542-550, Proceedings - 11th IEEE International Conference on eScience, eScience 2015, Munich, GERMANY, E1-1
Spectrum-based runtime anomaly localisation in service-based systems
Q He, X Xie, F Chen, Y Wang, R Vasa, Y Yang, H Jin
(2015), pp. 90-97, SCC 2015 : Proceedings of the 2015 IEEE International Conference on Services Computing, New York, N.Y., E1-1
A Conceptual Model for Architecting Mobile Applications
S Barnett, R Vasa, A Tang
(2015), pp. 105-114, Proceedings - 12th Working IEEE/IFIP Conference on Software Architecture, WICSA 2015, Montreal, CANADA, E1-1
Mobile learning in corporate businesses: a review of literature focusing on journal articles
M Lac, S Sukunesan, A Cain, R Vasa, K Mouzakis
(2014), pp. 1-10, ACIS 2014 : Integral IS: the embedding of information systems in business, government and society : Proceedings of the 25th Australasian Conference on Information Systems, Auckland, N.Z., E1-1
L Hoon, R Vasa, K Mouzakis, F Tan, M Fitzgerald
(2014), pp. 1-10, ACIS 2014 : Integral IS: the embedding of information systems in business, government and society : Proceedings of the 25th Australasian Conference on Information Systems, Auckland, N.Z., E1-1
Awesome! Conveying satisfaction on the app store
L Hoon, R Vasa, G Martino, J-G Schneider, K Mouzakis
(2013), pp. 229-232, OzCHI 2013 : Augmentation, Application, Innovation, Collaboration : Proceedings of the 25th Australian Computer-Human Interaction Conference, Adelaide, South Australia, E1-1
Agile development spikes applied to computer science education
C Woodward, J Montgomery, R Vasa, A Cain
(2013), pp. 699-704, TALE 2013 : Proceedings of the IEEE International Conference on Teaching, Assessment and Learning for Engineering, Bali, Indonesia, E1-1
Learning better inspection optimization policies
M Lumpe, R Vasa, T Menzies, R Rush, B Turhan
(2012), Vol. 22, pp. 621-644, International journal of software engineering and knowledge engineering, Singapore, C1-1
A preliminary analysis of mobile app user reviews
R Vasa, L Hoon, K Mouzakis, A Noguchi
(2012), pp. 241-244, OzCHI 2012 : Integration, Interaction, Innovation, Immersion, Inclusion : Proceedings of the 24th Australian Computer-Human Interaction Conference, Melbourne, Victoria, E1-1
A preliminary analysis of vocabulary in mobile app user reviews
L Hoon, R Vasa, J-G Schneider, K Mouzakis
(2012), pp. 245-248, OzCHI 2012 : Integration, Interaction, Innovation, Immersion, Inclusion : Proceedings of the 24th Australian Computer-Human Interaction Conference, Melbourne, Victoria, E1-1
Impact of viral propagation on user interface design
A Giardina, R Vasa, F Tan
(2012), pp. 154-157, Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI 2012, Melbourne Australia, E1-1
Toward a social media usage policy
F Tan, R Vasa
(2011), pp. 1-10, ACIS 2011 : Proceedings of the 22nd Australasian Conference on Information Systems, Sydney, N.S.W., E1-1
On the use of properties in Java applications
M Lumpe, S Mahmud, R Vasa
(2010), pp. 235-244, ASWEC 2010 : Proceedings of the Australian Software Engineering Conference, Auckland, New Zealand, E1-1
Software architecture design reasoning: a case for improved methodology support
A Tang, J Han, R Vasa
(2009), Vol. 26, pp. 43-49, IEEE software, Piscataway, N.J., C1-1
Comparative analysis of evolving software systems using the gini coefficient
R Vasa, M Lumpe, P Branch, O Nierstrasz
(2009), pp. 179-188, IEEE International Conference on Software Maintenance, ICSM, Edmonton, CANADA, E1-1
On the resilience of classes to change
R Vasa, J Schneider, O Nierstrasz, C Woodward
(2008), Vol. 8, Electronic Communications of the EASST, E1-1
Patterns of component evolution
R Vasa, M Lumpe, J Schneider
(2007), Vol. 4829 LNCS, pp. 235-251, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Braga, PORTUGAL, E1-1
The inevitable stability of software change
R Vasa, J Schneider, O Nierstrasz
(2007), pp. 4-13, ICSM 2007 : Proceedings of the 2007 IEEE International Conference on Software Maintenance, Paris, France, E1-1
Agile practices in software development - experiences from student projects
J Schneider, R Vasa
(2006), Vol. 2006, pp. 401-410, ASWEC'06 : Proceedings of the Australian Software Engineering Conference, Sydney, New South Wales, E1-1
Detecting structural changes in object oriented software systems
R Vasa, J Schneider, C Woodward, A Cain
(2005), pp. 479-486, 2005 International Symposium on Empirical Software Engineering, ISESE 2005, Noosa Heads, AUSTRALIA, E1-1
S Demeyer, S Ducasse, K Mens, A Trifu, R Vasa, F Van Rysselberghe
(2004), Vol. 3013, pp. 72-85, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), DARMSTADT, GERMANY, E1-1
Funded Projects at Deakin
Australian Competitive Grants
ARC Research Hub for Digital Enhanced Living
Prof Kon Mouzakis, Prof Svetha Venkatesh, Prof Anthony Maeder, Prof Alison Hutchinson, Prof Michael Berk, Prof Ralph Maddison, Prof Abbas Kouzani, Prof Rajesh Vasa, Prof Helen Christensen, Prof Patricia Williams, Prof John Yearwood, Prof Susan Gordon, Prof David Powers, A/Prof Niranjan Bidargaddi, A/Prof Santu Rana, Prof Truyen Tran, Prof Sunil Gupta, Dr Wei Luo, A/Prof Mohamed Abdelrazek, Dr Felix Tan, Prof Henning Langberg, A/Prof Lars Kayser, Prof Finn Kensing, Prof Freimut Bodendorf, Prof James Warren, Dr Roopak Sinha, Prof A Smeaton, Mr Fonda Voukelatos, Mr John Fouyaxis, Dr Kit Huckvale, Prof John Grundy, Dr Leonard Hoon, Nicole Cockayne, David Varley, Dr Tanya Petrovich, Dr Anju Kissoon Curumsing, Matthew Macfarlane, Prof Deborah Parker, Dr Scott Barnett, Ms Sharon Grocott, Dr Tom McClean, Prof Jean-Guy Schneider, Dr Jessica Rivera Villicana, Prof Nilmini Wickramasinghe, A/Prof Carsten Rudolph, Mr Fernando Escorcia, Dr Gnana Bharathy
ARC Industrial Transformation Research Hubs
- 2024: $1,661
- 2023: $18,750
- 2021: $388,477
- 2020: $385,381
- 2019: $399,716
- 2018: $449,083
- 2017: $601,698
Enabling small businesses to more cost-effectively use big data on cloud computing platforms
Dr Yun Yang, Dr Quoc Vo, Prof John Grundy, Prof Rajesh Vasa, Craig McDonald
ARC Linkage - Projects
- 2017: $200,000
Harnessing information technology to improve self-management behaviours and health outcome in people with heart failure: A smarthome ecosystem Living Lab Study
Prof Ralph Maddison, Prof Rajesh Vasa, A/Prof John Atherton, Prof Brian Oldenburg, Prof Vassilis Kostakos, Dr Tilman Dingler, Dr Jonathan Rawstorn, Dr Dominika Kwasnicka
NHMRC - Ideas Grant
- 2024: $82,554
- 2023: $333,649
- 2022: $345,813
- 2021: $141,573
Optimising treatments in mental health using AI
Prof Helen Christensen, Prof Svetha Venkatesh, Prof Henry Cutler, Ms Ros Knight, Dr Martin Laverty, Prof Sunil Gupta, A/Prof Santu Rana, Prof Truyen Tran, Dr Thomas Quinn, Prof Rajesh Vasa, Prof Kon Mouzakis
MRFF (DISER) - Applied Artificial Intelligence Research in Health
- 2023: $690,221
- 2022: $999,770
- 2021: $1,431,416
Platform for Semantic Integration of Heterogeneous Sensor Sources
Dr Anj Simmons, Prof Rajesh Vasa
National Intelligence Postdoctoral Grant (NIPG)
- 2021: $306,220
Implementing innovative technology promoting self-awareness of brain health and self-determination in obtaining a timely dementia diagnosis
Prof Alison Hutchinson, Dr Helen Macpherson, Prof Tracey Bucknall, Prof Rajesh Vasa, A/Prof Bernice Redley, Dr Jessica Rivera Villicana, Prof Liliana Orellana, Prof Kon Mouzakis
MRFF (NHMRC) - Dementia, Ageing and Aged Care Grant Opportunity
- 2022: $1,044,161
Other Public Sector Funding
My Ultimate 4WD
Prof Rajesh Vasa, Prof Kon Mouzakis, Prof John Grundy, Prof John Yearwood, Dr Chris McCarthy
DIIS Grant - Global Innvoation Linkages Programme - Department of Industry, Innovation and Science
- 2016: $40,000
Techniques for Distributed Intensive Data Processing
Prof Kon Mouzakis, Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek, Prof John Grundy
DSTO Grant - Research - Defence Science & Technology Organisation
- 2017: $206,919
- 2016: $75,000
Software enhancements for maritime image
Prof Kon Mouzakis, Prof Rajesh Vasa
DSTO Grant - Research - Defence Science & Technology Organisation
- 2016: $85,000
Navigation algorithms
Prof Kon Mouzakis, Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek
DSTO Grant - Research - Defence Science & Technology Organisation
- 2016: $10,000
Unisono Smart Home TAC Trial
Prof Kon Mouzakis, Dr Niroshinie Fernando, Prof Rajesh Vasa
Transport Accident Commission
- 2018: $30,000
- 2017: $30,000
Combat Simulation Program Analysis Assisting Input-Output Statistical Inference
Prof Kon Mouzakis, Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek
DSTO Grant - Research - Defence Science & Technology Organisation
- 2017: $51,177
Open Interfaces for Synthetic Training Applications
Prof Kon Mouzakis, Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek
DSTO Grant - Research - Defence Science & Technology Organisation
- 2018: $20,708
- 2017: $30,000
Scholarship (Project-based) Funding - MyIP7726
Prof Rajesh Vasa, Dr Simon Vajda
DSTO Grant - Research - Defence Science & Technology Organisation
- 2021: $15,000
- 2018: $30,000
Evidence Based Analysis to Support and Transform the Land Force
Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Antonio Giardina
DSTO Grant - Research - Defence Science & Technology Organisation
- 2019: $160,000
- 2018: $386,770
Provenance in Large-Scale Artificial Intelligence Solutions.
Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek
Defence Science Institute
- 2019: $15,000
Exploring Digital Techniques to Enhance Military Effectiveness.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Simon Parker
DSTO Grant - Research - Defence Science & Technology Organisation
- 2022: $173,873
- 2021: $113,490
- 2020: $215,609
- 2019: $50,000
Development of an automated, optimised constitutive model calibration framework for armour materials.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa
DSTO Grant - Research - Defence Science & Technology Organisation
- 2021: $36,351
- 2020: $72,713
Intelligent Analyst Assistant # 2 - MyIP9705
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa, Prof Debi Ashenden
DSTO Grant - Research - Defence Science & Technology Organisation
- 2020: $79,187
Al-Enabled Information Technologies for IMD.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa
DSTO Grant - Research - Defence Science & Technology Organisation
- 2020: $179,995
An intelligent Analyst Assistant for Wargaming: a first step towards an Autonomous Analyst.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa
DSTO Grant - Research - Defence Science & Technology Organisation
- 2021: $50,000
- 2020: $100,000
Context Aware Search
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Rena Logothetis, Dr Alex Cummaudo
DSTO Grant - Research - Defence Science & Technology Organisation
- 2022: $107,288
- 2021: $125,550
Phase 2 - Sensor Based Triggering Device (SBTD)
Dr Scott Barnett, Prof Rajesh Vasa, Prof Kon Mouzakis
Department of Industry, Innovation and Science
- 2021: $49,537
Research Support for Information Displays and Human System Interfaces.
Dr Antonio Giardina, Dr Srikanth Thudumu, Dr Simon Parker, Prof Kon Mouzakis, Prof Rajesh Vasa
DSTO contract
- 2023: $209,708
- 2022: $158,730
- 2021: $79,118
PiMS Hawaii
Dr Rena Logothetis, Prof Rajesh Vasa, Prof Kon Mouzakis
Alfred Health
- 2021: $27,835
Control Bionics Automated Wheelchair.
Dr Srikanth Thudumu, Dr Priya Rani, Mr Blake Preston, Prof Rajesh Vasa, Prof Kon Mouzakis
Department of Industry, Innovation and Science
- 2022: $49,444
Sequel - Carer Manager Plus Scheduler
Dr Jessica Rivera Villicana, Mr Andy Vouliotis, Prof Rajesh Vasa, Prof Kon Mouzakis
Department of Industry, Innovation and Science
- 2022: $49,862
Extensible Wargaming Platform.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa
Department of Defence
- 2022: $216,427
Tactical Event Recognition and Tracking.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa
Department of Defence
- 2023: $125,000
- 2022: $97,799
BIG - Planogram Compliance.
Dr Srikanth Thudumu, Mr Hung Du, Dr Scott Barnett, Dr Rena Logothetis, Prof Rajesh Vasa, Prof Kon Mouzakis
Innovation Connections
- 2023: $49,965
BIG - Planogram Compliance Phase 2
Dr Srikanth Thudumu, Mr Hung Du, Dr Scott Barnett, Dr Rena Logothetis, Prof Rajesh Vasa, Prof Kon Mouzakis
Innovation Connections
- 2023: $49,657
Industry and Other Funding
Software Systems Innovation
Prof John Grundy, Prof Kon Mouzakis, Prof Rajesh Vasa
NICTA Grant - Research - National Information Communication Technology Australia
- 2017: $192,695
My Ultimate 4WD
Prof Rajesh Vasa, Prof Kon Mouzakis, Prof John Grundy, Prof John Yearwood, Dr Chris McCarthy
Kiandra IT
- 2016: $40,000
ARC Research Hub for Digital Enhanced Living
Prof Kon Mouzakis, Prof Svetha Venkatesh, Prof Anthony Maeder, Prof Alison Hutchinson, Prof Michael Berk, Prof Ralph Maddison, Prof Abbas Kouzani, Prof Rajesh Vasa, Prof Helen Christensen, Prof Patricia Williams, Prof John Yearwood, Prof Susan Gordon, Prof David Powers, A/Prof Niranjan Bidargaddi, A/Prof Santu Rana, Prof Truyen Tran, Prof Sunil Gupta, Dr Wei Luo, A/Prof Mohamed Abdelrazek, Dr Felix Tan, Prof Henning Langberg, A/Prof Lars Kayser, Prof Finn Kensing, Prof Freimut Bodendorf, Prof James Warren, Dr Roopak Sinha, Prof A Smeaton, Mr Fonda Voukelatos, Mr John Fouyaxis, Dr Kit Huckvale, Prof John Grundy, Dr Leonard Hoon, Nicole Cockayne, David Varley, Dr Tanya Petrovich, Dr Anju Kissoon Curumsing, Matthew Macfarlane, Prof Deborah Parker, Dr Scott Barnett, Ms Sharon Grocott, Dr Tom McClean, Prof Jean-Guy Schneider, Dr Jessica Rivera Villicana, Prof Nilmini Wickramasinghe, A/Prof Carsten Rudolph, Mr Fernando Escorcia, Dr Gnana Bharathy
Cancer Council Victoria Grant - Research, Health Metrics, Black Dog Institute, NeoProducts Pty Ltd, goAct, Uniting NSW.ACT, Interrelate Limited, Aged Care & Housing Group Inc, Dementia Australia (Alzheimer's Australia) Vic Inc, Uniting AgeWell, Unisono Pty Ltd
- 2022: $793,130
- 2020: $553,025
- 2019: $378,745
Mobile Immersive Experience
Prof Rajesh Vasa, Prof Kon Mouzakis, Prof Susan Balandin
Dementia Australia (Alzheimer's Australia) Vic Inc
- 2016: $100,000
Digital Enhanced Living Project
Prof Rajesh Vasa, Prof Kon Mouzakis, Dr Niroshinie Fernando, A/Prof Mohamed Abdelrazek, Prof Svetha Venkatesh, Prof Dinh Phung, Prof John Grundy
Unisono Pty Ltd
- 2017: $680,000
- 2016: $501,220
Project Horus Intelligent Traffic Oversight Phase 1
Prof Rajesh Vasa
GCS Agile Pty Ltd
- 2017: $14,000
Selectify Phase 2
Prof Kon Mouzakis, Prof Rajesh Vasa
VISY R & D PTY LTD
- 2016: $22,950
Upgrades an Improvements to The Virtual Dementia Experience
Prof Kon Mouzakis, Prof Rajesh Vasa
Dementia Australia (Alzheimer's Australia) Vic Inc
- 2017: $80,000
Heartrac - Improving Heart Health and Wellbeing
Prof Kon Mouzakis, Prof Rajesh Vasa, A/Prof Mohamed Abdelrazek, Prof Andrew Cain, Prof Gery Karantzas, Dr Duc Thanh Nguyen
Australian Wholistic Health & Wellbeing Company Limited (Sanitarium)
- 2018: $330,000
- 2017: $205,000
An Intelligent and Extensible IoT Platform, Phase 3b
Prof Kon Mouzakis, Prof Rajesh Vasa
Unisono Pty Ltd
- 2017: $650,000
Maestro - a resourcing and deployment orchestration tool targeted at infrastructures that enable the creation and delivery of AI functions
Prof Kon Mouzakis, Prof Rajesh Vasa
DAISEE LIMITED
- 2017: $37,000
Ultraviolet visualiser
Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Scott Barnett, Dr Leonard Hoon
Cancer Council Victoria - Contract Research
- 2017: $20,000
Connexion Media Vehicle Telemetry Project
Prof Kon Mouzakis, Prof Rajesh Vasa
Connexion Media Limited
- 2018: $40,000
Discovery and definition for dementia care concept.
Dr Leonard Hoon, Prof Kon Mouzakis, Dr Anju Kissoon Curumsing, Prof Rajesh Vasa
Nippon Telegraph and Telephone Corporation
- 2020: $141,000
System Performance, Analysis and Regression Capability.
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Simon Parker
LMA Australia Pty Limited (Lockheed Martin Australia)
- 2020: $80,000
Knowledge Graph Methodology Review and Assessment.
Dr Anj Simmons, Dr Rena Logothetis, Dr Scott Barnett, Prof Rajesh Vasa, Prof Kon Mouzakis
Surround Australia Pty Ltd
- 2021: $101,258
Phase 2 - Sensor Based Triggering Device (SBTD)
Dr Scott Barnett, Prof Rajesh Vasa, Prof Kon Mouzakis
M-View Live Video Pty Ltd
- 2021: $49,537
ESA: Support Matomo Integration
Dr Scott Barnett, Prof Rajesh Vasa, Prof Kon Mouzakis, Mr Stefanus Kurniawan
Education Services Australia Limited
- 2021: $47,140
A Listening and Learning Healthcare System approach to improve outcomes for acute-care mental health consumers in the Barwon-Southwest Victoria Region.
Prof Anna Peeters, Prof Steven Allender, Prof Sharon Brennan-Olsen, Prof Michael Berk, Prof Olivia Dean, Prof Felice Jacka, Prof Adrienne O'Neil, A/Prof Melissa O'Shea, Prof Rajesh Vasa, A/Prof Michael Johnstone, A/Prof Martin Hensher, Dr Josh Hayward, Dr Elijah Marangu, Prof Alison Hutchinson, Dr Mary Lou Chatterton, Miss Sally Buchanan-Hagen
Western Alliance
- 2023: $79,045
- 2021: $118,568
Control Bionics Automated Wheelchair.
Dr Srikanth Thudumu, Dr Priya Rani, Mr Blake Preston, Prof Rajesh Vasa, Prof Kon Mouzakis
Control Bionics Limited
- 2022: $20,000
- 2021: $29,443
Phase 3 - Hypothesis Testing
Dr Leonard Hoon, Dr Jessica Rivera Villicana, Dr Simon Parker, Prof Kon Mouzakis, Prof Rajesh Vasa
Nippon Telegraph and Telephone Corporation
- 2021: $295,301
Sequel - Carer Manager Plus Scheduler
Dr Jessica Rivera Villicana, Mr Andy Vouliotis, Prof Rajesh Vasa, Prof Kon Mouzakis
Denmarlyn Pty Ltd t/as Sequel Home Care
- 2022: $39,862
- 2021: $10,000
Surround Phase 2 - Learning
Dr Scott Barnett, Dr Rena Logothetis, Mr Sankhya Singh, Mr Stefanus Kurniawan, Prof Rajesh Vasa
Surround Australia Pty Ltd
- 2022: $70,000
- 2021: $29,807
System Performance, Analysis and Regression Capability - Phase II
Dr Antonio Giardina, Prof Kon Mouzakis, Prof Rajesh Vasa, Dr Simon Parker
LMA Australia Pty Limited (Lockheed Martin Australia)
- 2022: $150,000
NTT Phase 4 - Alerts & Customization
Dr Leonard Hoon, Dr Simon Parker, Prof Kon Mouzakis, Prof Rajesh Vasa
Nippon Telegraph and Telephone Corporation
- 2022: $451,492
BIG - Planogram Compliance.
Dr Srikanth Thudumu, Mr Hung Du, Dr Scott Barnett, Dr Rena Logothetis, Prof Rajesh Vasa, Prof Kon Mouzakis
Brand Influence Group Pty Ltd
- 2023: $29,966
- 2022: $20,000
BIG - Planogram Compliance Phase 2
Dr Srikanth Thudumu, Mr Hung Du, Dr Scott Barnett, Dr Rena Logothetis, Prof Rajesh Vasa, Prof Kon Mouzakis
Brand Influence Group Pty Ltd
- 2023: $49,657
Control Bionics - Automated Wheelchair Phase 2
Dr Srikanth Thudumu, Mr Nhat Duong, Prof Rajesh Vasa
Control Bionics Limited
- 2023: $29,747
Other Funding Sources
Augmenting Cyber Defence Capability (ACDC).
Prof Gang Li, Dr Luxing Yang, Dr Nayyar Zaidi, Dr Ye Zhu, Prof Rajesh Vasa, Prof Kon Mouzakis, Prof Robin Ram Mohan Doss, Dr Thanh Thi Nguyen
Cyber Security Research Centre Limited
- 2024: $39,000
- 2023: $156,000
- 2022: $32,199
Supervisions
Alex Cummaudo
Thesis entitled: Improving the Reliability of Cloud-Based Pre-Trained Machine Learning Models
Doctor of Philosophy (Information Technology), Applied Artificial Intel Ins
Andrew Simmons
Thesis entitled: Computational Pipelines for Spatio-Temporal Analysis of Team Invasion Games
Doctor of Philosophy (Information Technology), Applied Artificial Intel Ins
Shangeetha Sivasothy
Thesis entitled: Context-Aware Information Search for Supporting Exploratory Programming
Doctor of Philosophy (Information Technology), Applied Artificial Intel Ins
Sean Corrigan
Thesis entitled: Soldier Performance Management: The Utility of Heart Rate Variability to Evaluate Allostatic Load
Doctor of Philosophy (Nutrition & Exercise) (High Cost), School of Exercise and Nutrition Sciences