Dr Nianjun Liu
Researcher NICTA/QUSE Project Leader
ANU College of Engineering, Computing and Cybernetics
T:
6267 6239
Areas of expertise
- Pattern Recognition And Data Mining 080109
- Signal Processing 090609
- Computer Vision 080104
- Artificial Intelligence And Image Processing 0801
Publications
- Jin, H, de Vel, O, Zhang, K et al 2008, 'Knowledge discovery from honeypot data for monoitoring malicious attacks', Australasian Joint Conference on Artificial Intelligence (AI 2008), ed. Conference Program Committee, Springer, Berlin Germany, pp. 470-482.
- Song, J, Wang, D, Liu, N et al 2008, 'Soil moisture prediction with feature selection using a neural network', Digital Image Computing: Techniques and Applications (DICTA 2008), ed. A. Robles-Kelly, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, NJ USA, pp. 130-136.
- Zhang, K, Jin, H, Liu, N et al 2007, 'Discovering prediction model for environmental distribution maps', Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), ed. T. Washio, Z-H. Zhou, J.Z. Huang, X. Hu, J. Li, C. Xie, J. He et al, Springer, Berlin, Germany, pp. 99-109.
- Zhang, K, Jin, H, Fu, Z et al 2007, 'Optimal learning high-order Markov random fields priors of colour image', Asian Conference on Computer Vision (ACCV 2007), ed. Yasushi Yagi, Sing Bing Kang, In-So Kweon, Hongbin Zha, Springer, Berlin, Germany, pp. 482-491.
- Brewer, N, Liu, N, de Vel, O et al 2006, 'Using Coupled Hidden Markov Models to Model Suspect Interactions in Digital Forensic Analysis', International Workshop on Integrating AI and Data Mining (AIDM 2006), ed. K-L Ong, K smith-Miles, V Lee, W-K Ng, Institute of Electrical and Electronics Engineers (IEEE Inc), Los Alamitos, p. 7.
- Fu, Z, Caelli, T, Liu, N et al 2006, 'Boosted band ratio feature selection for hyperspectral image classification', International Conference on Pattern Recognition (ICPR 2006), ed. Bob Werner, Institute of Electrical and Electronics Engineers (IEEE Inc), Los Alamitos US, p. 4.
- de Vel, O, Liu, N, Caelli, T et al 2006, 'An embedded Bayesian network hidden Markov model for digital forensics', in S. Mehrotra, D. Zeng, H. Chen, B. Thuraisingham, F. Wang (ed.), Intelligence and security informatics: IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Springer, Germany, pp. 459-465.
- Buang, N, Liu, N, Caelli, T et al 2006, 'Discover Knowledge from Distribution Maps Using Bayesian Networks', Australasian Data Mining Conference (AusDM 2006), ed. Peter Christen et al, Australian Computer Society Inc., Sydney, pp. 69-74.
