Doctor Zhouyu Fu
LECTURER IN ARTIFICIAL INTELLIGENCE & COMPUTER SCIENCE,
Computing & ICT
Personal
Qualifications
- PhD The Australian National University
UWS Organisational Unit (School / Division)
- Computing & ICT
Contact
| Email: | Z.Fu@uws.edu.au |
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| Extension: | 2614 |
| Mobile: | |
| Location: | Y.3.34 Penrith (Kingswood) |
| Website: |
Publications
Journal Articles
- Fu, Z., Lu, G., Ting, K. and Zhang, D. (2012), 'Learning sparse kernel classifiers in the primal', Lecture Notes in Computer Science, 10.
- Fu, Z., Robles-Kelly, A. and Zhou, J. (2011), 'MILIS: Multiple Instance Learning with Instance Selection', IEEE Transactions on Pattern Analysis and Machine Intelligence, 20.
- Fu, Z., Lu, G., <ing Ting, K. and Zhang, D. (2011), 'A Survey of Audio-Based Music Classification and Annotation', IEEE Transactions on Multimedia, 17.
- Fu, Z., Lu, G., Ming Ting, K. and Zhang, D. (2011), 'Music Classification via the Bag-of-Features Approach', Pattern Recognition Letters, 10.
- Fu, Z. and Robles-Kelly, A. (2011), 'Discriminant Absorption Feature Learning for Material Classification', IEEE Transactions on Geoscience and Remote Sensing, 21.
- Fu, Z., Robles-Kelly, A. and Zhou, J. (2010), 'Mixing Linear SVMs for Nonlinear Classification', IEEE Transactions on Neural Networks, 13.
- Fu, Z., Robles-Kelly, A., Caelli, T. and Tan, R. (2007), 'On Automatic Absorption Detection for Imaging Spectroscopy: A Comparative Study', IEEE Transactions on Geoscience and Remote Sensing, 18.
- Hu, W., Wu, O., Chen, Z., Fu, Z. and Maybank, S. (2007), 'Recognition of Pornographic Web Pages by Classifying Texts and Images', IEEE Transactions on Pattern Analysis and Machine Intelligence, 16.
- Hu, W., Xie, D., Fu, Z., Zeng, W. and Maybank, S. (2007), 'Semantic-Based Surveillance Video Retrieval', IEEE Transactions on Image Processing, 14.
- Hu, W., Xiao, X., Fu, Z., Xie, D., Tan, T. and Maybank, S. (2006), 'A System for Learning Statistical Motion Patterns', IEEE Transactions on Pattern Analysis and Machine Intelligence, 15.
Conference Papers
- Fu, Z., Lu, G., Ming Ting, K. and Zhang, D. (2011), 'Building Sparse Support Vector Machines for Multi-Instance Classification', European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2011), Athens, Greece.
- Fu, Z., Lu, G., Ming Ting, K. and Zhang, D. (2011), 'Low-Rank Regularized Least Squares for Scalable Nonlinear Classification', 18th International Conference on Neural Information Processing (ICONIP 2011), Shanghai, China.
- Fu, Z., Lu, G., Ming Ting, K. and Zhang, D. (2010), 'Learning Naive Bayes Classifiers for Music Classification and Retrieval', 20th International Conference on Pattern Recognition, Istanbul, Turkey.
- Fu, Z., Lu, G., Ming Ting, K. and Zhang, D. (2010), 'On Feature Combination for Music Classification', 13th International Workshop on Structural, Syntactic and Statistical Pattern Recognition, Izmir, Turkey.
- Fu, Z. and Robles-Kelly, A. (2009), 'An instance selection approach to Multiple instance Learning', IEEE Conference on Computer Vision and Pattern Recognition 2009, Miami, Florida.
- Fu, Z. and Robles-Kelly, A. (2008), 'On Mixtures of Linear SVMs for Nonlinear Classification', International Workshop on Structural, Syntactic and Statistical Pattern Recognition 2008, Orlando, USA.
- Lu, F., Fu, Z. and Robles-Kelly, A. (2007), 'Efficient Graph Cuts for Multiclass Interactive Image Segmentation', Asian Conference on Computer Vision 2008, Tokyo, Japan.
- Fu, Z., Tan, R. and Caelli, T. (2006), 'Specular Free Spectral Imaging Using Orthogonal Subspace Projection', 18th International Conference on Pattern Recognition, Hong Kong.
- Fu, Z., Hu, W. and Tan, T. (2005), 'Similarity based vehicle trajectory clustering and anomaly detectio', International Conference on Image Processing 2005, Genoa, Italy.
Research
Current Projects
| Title: | Learning Simple Classifiers for Complicated Problems |
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| Years: | 2012-10-24 - 2013-11-24 |
| ID: | P00021111 |
| UWS Researchers: | Zhouyu Fu and Yan Zhang |
| Funding: |
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