People_
Dr Stephen Tierney
Senior Lecturer
Phone
+61 2 8627 0086
Websites
Stephen Tierney is a lecturer in Business Analytics at The University Sydney Business School. His research interests include machine learning, computer vision, image processing, data visualisation and recommendation systems.
| Project title | Research student |
|---|---|
| DEEP LEARNING OPTIMIZATION TO PREDICT STOCK MARKET MOVEMENT USING FUNDAMENTAL AND TECHNICAL ANALYSIS | Widhiyo SUDIYONO |
Publications
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Journals
- Guo, Y., Tierney, S., Gao, J. (2021). Efficient sparse subspace clustering by nearest neighbour filtering. Signal Processing, 185, 108082. [More Information]
- Guo, Y., Tierney, S., Gao, J. (2021). Robust Functional Manifold Clustering. IEEE Transactions on Neural Networks and Learning Systems, 32(2), 777-787. [More Information]
Conferences
- Guo, Y., Gao, J., Li, F., Tierney, S., Yin, M. (2015). Low rank sequential subspace clustering. 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
- Tierney, S., Guo, Y., Gao, J. (2015). Selective Multi-Source Total Variation Image Restoration. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: Institute of Electrical and Electronics Engineers (IEEE).
- Tierney, S., Gao, J., Guo, Y. (2014). Affinity pansharpening and image fusion. The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Piscataway, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
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Report
- Buchanan, J., Curtis, H., Tierney, S., Callus, R. (2020). NSW Teachers' Pay: How it has changed and how it compares.
- Buchanan, J., Tierney, S. (2019). Meeting changing skill requirements in NSW in the 2020s: Understanding and working with non-linear, lateral and upward inter-occupational labour flows.
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2021
- Guo, Y., Tierney, S., Gao, J. (2021). Efficient sparse subspace clustering by nearest neighbour filtering. Signal Processing, 185, 108082. [More Information]
- Guo, Y., Tierney, S., Gao, J. (2021). Robust Functional Manifold Clustering. IEEE Transactions on Neural Networks and Learning Systems, 32(2), 777-787. [More Information]
2020
- Buchanan, J., Curtis, H., Tierney, S., Callus, R. (2020). NSW Teachers' Pay: How it has changed and how it compares.
2019
- Buchanan, J., Tierney, S. (2019). Meeting changing skill requirements in NSW in the 2020s: Understanding and working with non-linear, lateral and upward inter-occupational labour flows.
2015
- Guo, Y., Gao, J., Li, F., Tierney, S., Yin, M. (2015). Low rank sequential subspace clustering. 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
- Tierney, S., Guo, Y., Gao, J. (2015). Selective Multi-Source Total Variation Image Restoration. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: Institute of Electrical and Electronics Engineers (IEEE).
2014
- Tierney, S., Gao, J., Guo, Y. (2014). Affinity pansharpening and image fusion. The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Piscataway, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
- Tierney, S., Gao, J., Guo, Y. (2014). Subspace clustering for sequential data. 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
- Tierney, S., Gao, J., Guo, Y. (2014). The W-Penalty and Its Application to Alpha Matting with Sparse Labels. The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Piscataway, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
2013
- Tierney, S., Bull, G., Gao, J. (2013). Image Matting for Sparse User Input by Iterative Refinement. 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
2012
- Tierney, S., Gao, J. (2012). Natural image matting with total variation regularisation. International Conference on Digital Image Computing Techniques and Applications (DICTA 2012), Piscataway, New Jersey, United States of America: Institute of Electrical and Electronics Engineers (IEEE). [More Information]