Projects per year
Personal profile
Biography
Dr Jia (Jackie) Rong is a Teaching and Research Academic in the Department of Data Science and Artificial Intelligence, Faculty of IT, Monash University. She is affiliated with Monash Data Future Institue and Alliance for Digital Health at Monash (ADAM).
Dr Rong's research interest lies in the joint areas of machine learning, deep learning, bio-signal processing, image processing and their applications in digital health, medical image analysis, cancer diagnosis, cardiac disease detection and engineering. She is on the editorial board of the Scientific Reports, and an independent reviewer for top journals like Tourism Management, Information Processing and Management, IEEE Transactions on Human-Machine Systems, International Journal of Hospitality Management, Sensors, Plos One, Complexity, Sustainability, International Journal of Molecular Informatics, and serves as the PC member for Rank A*/A conferences including AAAI, IJCAI, PRICAI.
Dr Rong is also the course director of Master of Data Science and Master of Applied Data Science (online).
Dr Rong is looking for self-motivated Ph.D. students who are willing to dedicate themselves in machine learning, deep learning, image processing, and digital health.
Monash teaching commitment
Dr Rong has experience as the Lecturer for the following units in the Faculty of IT:
- FIT5196 - Data Wrangling
- FIT5145 - Introduction of Data Science
- FIT5197 - Statistical Data Modelling
- FIT5149 - Applied Data Analysis
- FIT5201 - Machine Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research area keywords
- Machine learning
- Deep Learning
- Pattern Recognition
- Digital Health
- Image Processing
- Natural Language Processing
- biosignal processing
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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ARC Research Hub: ARC Research Hub for Value-Added Processing of Underutilised Carbon Waste
Zhang, L. (Primary Chief Investigator (PCI)), Konarova, M. (Chief Investigator (CI)), Chaffee, A. (Chief Investigator (CI)), Zhang, D. (Chief Investigator (CI)), Lindsay, J. (Chief Investigator (CI)), Bhattacharya, S. (Chief Investigator (CI)), Yu, Y. (Chief Investigator (CI)), Zeng, X. (Chief Investigator (CI)), Zhang, Z. (Chief Investigator (CI)), Wu, H. (Chief Investigator (CI)), Monsalve-Bravo, G. (Chief Investigator (CI)), Chen, P. (Chief Investigator (CI)), van 't Hag, L. (Chief Investigator (CI)), Hoadley, A. (Chief Investigator (CI)), Li, L. (Chief Investigator (CI)), Rong, J. (Chief Investigator (CI)), Wang, X. (Partner Investigator (PI)), Herring, J. (Partner Investigator (PI)), Edwards, J. (Partner Investigator (PI)), Bury, P. (Partner Investigator (PI)), Guha, S. (Partner Investigator (PI)), Nolan, P. (Partner Investigator (PI)), Geissdoerfer, M. (Chief Investigator (CI)), Duguid, A. (Chief Investigator (CI)), Dai, B.-Q. (Partner Investigator (PI)), Zhang, Z. (Partner Investigator (PI)), Cass, P. (Partner Investigator (PI)), Proctor, G. (Partner Investigator (PI)), Wang, Q. (Partner Investigator (PI)), Meysztowicz, E. (Partner Investigator (PI)), Gutwein, K. (Project Manager), Peters, J. (Partner Investigator (PI)) & Dawkins, S. (Partner Investigator (PI))
Queensland University of Technology (QUT), Enzide Technologies Ltd, Ironwood Clean Energy Technologies Pty Limited (trading as: Carbon Technologies Australia), Huadian Electric Power Research Institute Company Limited, Suzhou Beyond Environmental Protection Technology Co Ltd, Urban Mining Industries Pty Ltd, VECCO Electric Pty Ltd, Canopy Blue Pty Ltd, Southeast University - Monash University Joint Research Institute, Suzhou
5/11/24 → 4/11/29
Project: Research
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An Assessment Framework: An Assessment Framework: Assessments for writing with generative artificial intelligence
Gasevic, D. (Primary Chief Investigator (PCI)), Swiecki, Z. (Chief Investigator (CI)), Tsai, Y.-S. (Chief Investigator (CI)), Rong, J. (Chief Investigator (CI)), Rakovic, M. (Chief Investigator (CI)), Nagtzaam, G. (Chief Investigator (CI)), Jovanović, J. (Partner Investigator (PI)) & Järvelä, S. (Partner Investigator (PI))
1/08/24 → 31/07/27
Project: Research
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Bringing personalised aneurysm rupture predictions to the patient - precision medicine
Gunasekera, S. (Chief Investigator (CI)), Chong, W. (Chief Investigator (CI)), Rong, J. (Associate Investigator (AI)) & Carberry, J. (Associate Investigator (AI))
1/01/24 → 30/06/25
Project: Research
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AI for Clean Energy and Sustainability
Wang, H. (Primary Chief Investigator (PCI)), Jalili, M. (Chief Investigator (CI)), Strengers, Y. (Chief Investigator (CI)), Hill, D. (Chief Investigator (CI)), Razzaghi, R. (Chief Investigator (CI)), Goodwin, S. (Chief Investigator (CI)), Liebman, A. (Associate Investigator (AI)), Pink, S. (Associate Investigator (AI)), Le Bodic, P. (Associate Investigator (AI)), Salehi, M. (Associate Investigator (AI)), Wang, T. (Associate Investigator (AI)), Vered, M. (Associate Investigator (AI)), Rong, J. (Associate Investigator (AI)), George, Y. (Associate Investigator (AI)), Song, H. (Associate Investigator (AI)), Tafakori, L. (Associate Investigator (AI)), Sajjadi, S. (Associate Investigator (AI)), Pourkhanali, A. (Associate Investigator (AI)), Moradiamani, A. (Associate Investigator (AI)) & Kamoona, A. (Associate Investigator (AI))
1/01/23 → 31/12/27
Project: Research
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SPARC: ARC Research Hub for Smart Next Generation Transport Pavements
Kodikara, J. (Primary Chief Investigator (PCI)), Walker, J. (Chief Investigator (CI)), Sanjayan, J. (Chief Investigator (CI)), Vu, L. H. (Chief Investigator (CI)), Setunge, S. (Chief Investigator (CI)), Wallace, M. (Chief Investigator (CI)), Chiu, W. (Chief Investigator (CI)), Nikraz, H. (Chief Investigator (CI)), Bouazza, A. (Chief Investigator (CI)), Shahin, M. (Chief Investigator (CI)), Gallage, C. P. K. (Chief Investigator (CI)), Kulkarni, A. (Chief Investigator (CI)), Bui, H. H. (Chief Investigator (CI)), Coxon, S. (Chief Investigator (CI)), Rajeev, P. (Chief Investigator (CI)), Lu, Y. (Chief Investigator (CI)), Giustozzi, F. (Chief Investigator (CI)), White, G. W. (Chief Investigator (CI)), Fang, Y. (Chief Investigator (CI)), Robert, D. J. (Chief Investigator (CI)), Zhou, A. (Chief Investigator (CI)), Molotnikov, A. (Chief Investigator (CI)), Xue, J. (Chief Investigator (CI)), Shackleton, M. C. (Partner Investigator (PI)), Papacostas, A. (Partner Investigator (PI)), Tan, J. (Partner Investigator (PI)), Kuen, T. (Partner Investigator (PI)), Ramanujam, J. (Chief Investigator (CI)), Zhong, J. (Partner Investigator (PI)), Shahkolahi, A. (Partner Investigator (PI)), Gibbs, D. T. (Partner Investigator (PI)), Gu, H. (Chief Investigator (CI)), Hoogendoorn, S. P. (Partner Investigator (PI)), Maina, J. (Partner Investigator (PI)), Underwood, B. (Partner Investigator (PI)), Singh, D. (Partner Investigator (PI)), Chabot, A. (Partner Investigator (PI)), Henning, T. (Partner Investigator (PI)), Sheng, D. (Chief Investigator (CI)), Airey, G. (Partner Investigator (PI)), Yeaman, J. (Partner Investigator (PI)), Palma, R. S. (Partner Investigator (PI)), Guppy, R. (Partner Investigator (PI)), Muller, W. (Partner Investigator (PI)), Thirugnanasundralingam, K. (Partner Investigator (PI)), Dack, S. (Partner Investigator (PI)), Chow, R. (Partner Investigator (PI)), Arashpour, M. (Chief Investigator (CI)), D'Angelo, A. (Partner Investigator (PI)), Albrecht, D. (Chief Investigator (CI)), Rong, J. (Chief Investigator (CI)), Xu, B. (Partner Investigator (PI)), Barker, D. (Partner Investigator (PI)), Sounthararajah, A. (Project Manager), Fletcher, W. (Partner Investigator (PI)) & Marques, P. (Partner Investigator (PI))
Australian Research Council (ARC), Transurban Limited (trading as Transurban Linkt), Monash University – Internal University Contribution, Monash University – Internal Faculty Contribution, EIC Activities Pty Ltd, Monash University – Internal Department Contribution, TGVK Pty Ltd, Earth Radar Pty Ltd, EON Reality Pte Ltd, Jaybro Group Pty Ltd (trading as Polyfabrics Australasia Pty Ltd), Monash City Council (trading as Monash Gallery of Art), University of Technology (UTS) Sydney
1/07/19 → 30/06/25
Project: Research
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Lc-Stream: An elastic scheduling strategy with latency constraints in geo-distributed stream computing environments
Sun, D., Wang, Y., Sui, J., Gao, S., Rong, J. & Buyya, R., 25 Jun 2024, In: Concurrency and Computation: Practice and Experience. 36, 14, 22 p., e8085.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Pericardial effusion detection on post-mortem computed tomography images using convolutional neural networks
Kong, H., Rong, J., Bain, C., Zhang, X., Parsons, S., Chen, G. & Bassed, R., 2024, MEDINFO 2023 — The Future Is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam Netherlands: IOS Press, p. 745-749 5 p. (Studies in Health Technology and Informatics; vol. 310).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile3 Citations (Scopus) -
Unveiling goods and bads: A critical analysis of machine learning predictions of standardized test performance in early childhood education
Li, L., Srivastava, N., Rong, J., Pianta, G., Varanasi, R., Gašević, D. & Chen, G., 2024, LAK 2024 Conference Proceedings - The Fourteenth International Conference on Learning Analytics & Knowledge. Joksimovic, S. & Zamecnik, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 608-619 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access3 Citations (Scopus) -
A frequency-aware grouping strategy for stateful operators in distributed stream processing systems
Sun, D., Chen, Z., Lv, W., Gao, S. & Rong, J., 2023, Proceedings - 2023 IEEE 29th International Conference on Parallel and Distributed Systems, ICPADS 2023 . Yang, J., Zou, S. & Zhang, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 126-131 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Moral machines or tyranny of the majority? A systematic review on predictive bias in education
Li, L., Sha, L., Li, Y., Rakovic, M., Rong, J., Joksimovic, S., Selwyn, N., Gasevic, D. & Chen, G., 2023, LAK 2023 Conference Proceedings - Towards Trustworthy Learning Analytics - The Thirteenth International Conference on Learning Analytics & Knowledge. Hilliger, I., Khosravi, H., Rienties, B. & Dawson, S. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 499-508 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
17 Citations (Scopus)
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Scientific Reports (Journal)
Rong, J. (Editorial board member)
2022 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
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Sensors (Journal)
Rong, J. (Peer reviewer)
2020 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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Information Processing and Management (Journal)
Rong, J. (Peer reviewer)
2019 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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Tourism Management (Journal)
Rong, J. (Peer reviewer)
2015 → …Activity: Publication peer-review and editorial work types › Peer review responsibility