Article

Liu, A. and Huang, T. and Liu, X. and Xu, Y. and Ma, Y. and Chen, X. and Maybank, Stephen J. and Tao, D. (2020) Spatiotemporal attacks for embodied agents. Lecture Notes in Computer Science 12362 , pp. 122-138. ISSN 0302-9743.

Ren, Y. and Liao, L. and Maybank, Stephen J. and Zhang, Y. and Liu, X. (2017) Hyperspectral image spectral-spatial feature extraction via tensor principal component analysis. IEEE Geoscience and Remote Sensing Letters 14 (9), pp. 1431-1435. ISSN 1545-598X.

Liao, L. and Zhang, Y. and Maybank, Stephen J. and Liu, Z. and Liu, X. (2014) Image recognition via two-dimensional random projection and nearest constrained subspace. Journal of Visual Communication and Image Representation 25 (5), pp. 1187-1198. ISSN 1047-3203.

Yeats, C. and Lees, J. and Reid, A. and Kellam, P. and Martin, Nigel and Liu, X. and Orengo, C.A. (2008) Gene3D: comprehensive structural and functional annotation of genomes. Nucleic Acids Research 36 (S1), D414-D418. ISSN 0305-1048.

Swift, S. and Tucker, A. and Vinciotti, V. and Martin, Nigel and Orengo, C.A. and Liu, X. and Kellam, P. (2004) Consensus clustering and functional interpretation of gene-expression data. Genome Biology 5 (11), ISSN 1465-6906.

O'Neill, P. and Magoulas, George D. and Liu, X. (2003) Improved processing of microarray data using image reconstruction techniques. IEEE Transactions on Nanobioscience 2 (4), pp. 176-183. ISSN 1536-1241.

Book Section

Liao, L. and Maybank, Stephen J. and Zhang, Y. and Liu, X. (2017) Supervised classification via constrained subspace and tensor sparse representation. In: UNSPECIFIED (ed.) Neural Networks (IJCNN), 2017 International Joint Conference on. IEEE Computer Society. ISBN 9781509061839.

Hirsch, M. and Tucker, A. and Swift, S. and Martin, Nigel and Orengo, C. and Kellam, P. and Liu, X. (2006) Improved robustness in time series analysis of gene expression data by polynomial model based clustering. In: Berthold, M.R. and Glen, R.C. and Fischer, I. (eds.) Computational Life Sciences II. Lecture Notes in Computer Science 4216. Berlin, Germany: Springer, pp. 1-10. ISBN 9783540457671.

O'Neill, P. and Magoulas, George and Liu, X. (2004) Quality processing of microarray image data through image inpainting and texture synthesis. In: UNSPECIFIED (ed.) Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. IEEE Computer Society, pp. 117-120. ISBN 0780383885.

Anastasiadis, A.D. and Magoulas, George and Liu, X. (2003) Classification of protein localisation patterns via supervised neural network learning. In: Berthold, M.R. and Lenz, H.-J. and Bradley, E. and Kruse, R. and Borgelt, C. (eds.) Advances in Intelligent Data Analysis V: 5th International Symposium on Intelligent Data Analysis. Lecture Notes in Computer Science 2810. Springer, pp. 430-439. ISBN 9783540452317.

O'Neill, P. and Magoulas, George and Liu, X. (2003) Obtaining quality microarray data via image reconstruction. In: Berthold, M.R. and Lenz, H.-J. and Bradley, E. and Kruse, R. and Borgelt, C. (eds.) Advances in Intelligent Data Analysis V: 5th International Symposium on Intelligent Data Analysis. Lecture Notes in Computer Science 2810. Springer, pp. 364-375. ISBN 9783540408130.