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Reshaping superannuation practice in Australia using big data analytics

Project Member(s): He, X., Xu, G.

Funding or Partner Organisation: Colonial First State Investments Limited (Colonial First State Investment Limited)
Australian Research Council (ARC Linkage Projects)
Colonial First State Investments Limited (Colonial First State Investment Limited)
Australian Research Council (ARC Linkage Projects)

Start year: 2018

Publications:

Naseer, A, Rani, M, Naz, S, Razzak, MI, Imran, M & Xu, G 2020, 'Refining Parkinson’s neurological disorder identification through deep transfer learning', Neural Computing and Applications, vol. 32, no. 3, pp. 839-854.
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Razzak, I, Saris, RA, Blumenstein, M & Xu, G 2020, 'Integrating joint feature selection into subspace learning: A formulation of 2DPCA for outliers robust feature selection.', Neural networks : the official journal of the International Neural Network Society, vol. 121, pp. 441-451.
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Razzak, MI, Imran, M & Xu, G 2020, 'Big data analytics for preventive medicine', Neural Computing and Applications, vol. 32, no. 9, pp. 4417-4451.
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Cao, X, Qiu, B, Li, X, Shi, Z, Xu, G & Xu, J 2019, 'Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data', IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 6, pp. 1867-1880.
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Razzak, I, Imran, M & Xu, G 2019, 'Efficient Brain Tumor Segmentation with Multiscale Two-Pathway-Group Conventional Neural Networks', IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 5, pp. 1911-1919.
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Razzak, MI, Blumenstein, M & Xu, G 2019, 'Multiclass Support Matrix Machines by Maximizing the Inter-Class Margin for Single Trial EEG Classification.', IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, vol. 27, no. 6, pp. 1117-1127.
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Vo, NNY, He, X, Liu, S & Xu, G 2019, 'Deep learning for decision making and the optimization of socially responsible investments and portfolio', Decision Support Systems, vol. 124.
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Shu, Y & Xu, G 2019, 'Emotion Recognition From Music Enhanced By Domain Knowledge', PRICAI 2019: Trends in Artificial Intelligence, PACIFIC RIM INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, Springer, Yanuca Island, Cuvu, Fiji, pp. 121-134.
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Brownlow, J, Chu, C, Fu, B, Xu, G, Culbert, B & Meng, Q 2018, 'Cost-sensitive churn prediction in fund management services', Database Systems for Advanced Applications (LNCS), International Conference on Database Systems for Advanced Applications, Spirnger, Gold Coast, QLD, Australia, pp. 776-788.
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FOR Codes: Pattern Recognition and Data Mining, Simulation and Modelling, Investment and Risk Management, Information Processing Services (incl. Data Entry and Capture), Application Tools and System Utilities