Projects per year
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Christoph Bergmeir
- Department of Data Science & AI - Senior Lecturer
- Monash Data Futures Institute
Person: Academic
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John Betts
- Department of Data Science & AI - Senior Lecturer
- Monash Data Futures Institute
Person: Academic
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Optimised Zone Substation MV Voltage Management to Increase Distributed Energy Resource (DER) Hosting Capacity
16/05/22 → 15/05/23
Project: Research
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Use of big data analytics including machine learning to interpret pavement condition data for pavement remaining life analysis
Rong, J., Kodikara, J., Nechifor, M. & Sounthararajah, A.
1/05/22 → 30/06/24
Project: Research
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Decision Engine to Support the Path to Net Zero
Wallace, M., Bhattacharya, M., Hansen, P. & Hossain, J.
28/04/22 → 28/10/22
Project: Research
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A fully unsupervised and efficient anomaly detection approach with drift detection capability
Tan, C. H., Lee, V. C., Salehi, M., Marusic, S., Jayawardena, S. & Lucke, D., 2022, Proceedings - 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021. Xue, B., Pechenizkiy, M. & Koh, Y. S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 312-321 10 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2021-December).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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A generative deep learning framework across time series to optimise the energy consumption of air conditioning systems
Godahewa, R., Deng, C., Prouzeau, A. & Bergmeir, C., 11 Jan 2022, In: IEEE Access. 10, p. 6842-6855 14 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
An accurate and fully-automated ensemble model for weekly time series forecasting
Godahewa, R., Bergmeir, C., Webb, G. I. & Montero-Manso, P., 19 Mar 2022, (Accepted/In press) In: International Journal of Forecasting. 18 p.Research output: Contribution to journal › Article › Research › peer-review
Prizes
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AI 2000 AAAI/IJCAI Most Influential Scholars Honorable Mention
Pan, Shirui (Recipient), Apr 2021
Prize: National/international honour
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ARC Discovery Early Career Researcher Award
Chang, X. (Recipient), 27 Nov 2018
Prize: Competitive Fellowships
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Activities
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Detailed Assessor – ARC - National Intelligence and Security Discovery Research Grants (NISDRG).
Chung-Hsing Yeh (Reviewer)
Jan 2021 → …Activity: External Academic Engagement › Grant review responsibilities
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Frontiers in Energy Research (Journal)
Hao Wang (Guest editor)
2021 → 2022Activity: Publication peer-review and editorial work types › Editorial responsibility
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International Journal of Precision Engineering and Manufacturing-Green Technology (Journal)
Hao Wang (Editorial board member)
2021 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
Press / Media
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New centre to harness data in classroom and empower learners for age of AI
6/12/21
1 item of Media coverage
Press/Media: Article/Feature