Smart Infrastructure and Transport Analytics

Project Member(s): Wang, Y., Chen, F., Li, Z., Ou, Y., Guo, T., Liang, B., Yu, K., Tian, H., Mao, T., Mihaita, A., Zhou, J.

Funding or Partner Organisation: Commonwealth Scientific and Industrial Research Organisation (Commonwealth Scientific & Industrial Research Organisation)
Commonwealth Scientific and Industrial Research Organisation (Commonwealth Scientific & Industrial Research Organisation)

Start year: 2018

Publications:

Li, Z, Liang, B & Wang, Y 2022, 'Machine Learning for Efficient Water Infrastructure Management' in Humanity Driven AI, Springer International Publishing, pp. 37-61.
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Zhou, F, Luo, S, Li, Z, Fan, X, Wang, Y, Sowmya, A & Chen, F 2021, 'Efficient EM-variational inference for nonparametric Hawkes process', Statistics and Computing, vol. 31, no. 4, p. 46.
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Weeraddana, D, MallawaArachchi, S, Warnakula, T, Li, Z & Wang, Y 1970, 'Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis', Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer International Publishing, Belgium, Online, pp. 139-156.
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Shafiei, S, Mihaita, A-S, Nguyen, H, Bentley, C & Cai, C 1970, 'Short-Term Traffic Prediction Under Non-Recurrent Incident Conditions Integrating Data-Driven Models and Traffic Simulation', Transportation Research Board 99th Annual Meeting, Transportation Research Board 99th Annual Meeting, Washington D.C..

Guo, T, Zhu, X, Wang, Y & Chen, F 1970, 'Discriminative Sample Generation for Deep Imbalanced Learning', Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, Twenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}, International Joint Conferences on Artificial Intelligence Organization, Macao, pp. 2406-2412.
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Liang, B, Vitanage, D, Doolan, C, Li, Z, Taib, R, Mathews, G, Wang, Y, Lu, S, Chen, F, Hua, T & Peters, A 1970, 'Predicting Water Quality for the Woronora Delivery Network with Sparse Samples', 2019 IEEE International Conference on Data Mining (ICDM), 2019 IEEE International Conference on Data Mining (ICDM), IEEE, Beijing, China, pp. 1210-1215.
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FOR Codes: Pattern Recognition and Data Mining, Workplace and Organisational Ethics, Data mining and knowledge discovery, Workplace and organisational ethics (excl. business ethics)