Professor Mahesan Niranjan: Publications

2011

Liu, W. and Niranjan, M. (2011) The Role of Regulated mRNA Stability in Establishing Bicoid Morphogen Gradient in Drosophila Embryonic Development. PLoS ONE, 6 (9). e24896.

Ni, Y., Saunders, C., Szedmak, S. and Niranjan, M. (2011) Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation. Journal of Machine Learning Research, 12 . pp. 1-30.

Ramanan, A. and Niranjan, M. (2011) A Review of Codebook Models in Patch-Based Visual Object Recognition. JOURNAL OF SIGNAL PROCESSING SYSTEMS, DOI: 10.1007/s11265-011-0622-x .

Zammit Mangion, A., Yuan, K., Kadirkamanathan, V., Niranjan, M. and Sanguinetti, G. (2011) Online Variational Inference for State-Space Models with Point-Process Observations. Neural Computation, 23 (8). pp. 1967-1999.

2010

Farran, B., Saunders, C. and Niranjan, M. (2010) Machine Learning for Intrusion Detection: Modeling the Distribution Shift. In: IEEE Workshop on Machine Learning for Signal Processing, August 29 - September 1, 2010 , Kittil�, Finland.

Markovsky, I. and Niranjan, M. (2010) Approximate low-rank factorization with structured factors. Computational Statistics and Data Analysis, 54 . pp. 3411-3420.

Ni, Y., Niranjan, M., Saunders, C. and Szedmak, S. (2010) Distance phrase reordering for MOSES - User Manual and Code Guide. Technical Report , ISIS Group, School of Electronics and Computer Science, University of Southampton.

Ni, Y., Saunders, C., Szedmak, S. and Niranjan, M. (2010) The application of structured learning in natural language processing. Machine Translation . ISSN DOI: 10.1007/s10590-010-9078-1

Ramanan, A. and Niranjan, M. (2010) A One-pass Resource-Allocating Codebook for Patch-based Visual Object Recognition. In: IEEE Workshop on Machine Learning for Signal Processing, August 29 - September 1, 2010 , Kittilä, Finland. (In Press)

Tuna, S. and Niranjan, M. (2010) Inference from Low Precision Transcriptome Data Representation. Journal of Signal Processing Systems, 50 (3). pp. 267-279.

Tuna, S. and Niranjan, M. (2010) Reducing the algorithmic variability in transcriptome-based inference. Bioinformatics, 26 (9). pp. 1185-1191.

Xu, W. C., Hung, Y. S., Niranjan, M. and Shen, M. F. (2010) Asymptotic Mean and Variance of Gini Correlation for Bivariate Normal
Samples. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 58 . pp. 522-534.

Yuan, K. and Niranjan, M. (2010) Estimating a State-Space Model from Point Process Observations: A Note on Convergence. Neural Computation, 22 (8). pp. 1993-2001.

2009

Farran, B., Ramanan, A. and Niranjan, M. (2009) Sequential Hierarchical Pattern Clustering. In: Pattern Recognition in Bioinformatics, September 2009, Sheffield. pp. 79-88.

Liu, W. and Niranjan, M. (2009) Matching Models to Data in Modelling Morphogen Diffusion. In: Machine Learning in Systems Biology, September, 2009, http://mlsb09.ijs.si/files/MLSB09-Proceedings.pdf#page=67.

Milo, M., Cacciabue-Rivolta, D., Kneebone, A., Van Doorninck, H., Johnson, C., Lawoko-Kerali, G., Niranjan, M., Rivolta, M. and Holley, M. (2009) Genomic Analysis of the Function of the Transcription Factor gata3 during Development of the Mammalian Inner Ear. PLoS ONE, 4 (9). e7144.

Ni, Y., Saunders, C., Szedmak, S. and Niranjan, M. (2009) Handling phrase reordering for machine translation. In: the joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint ConConference Processing, Auguest, 2009, Singapore.

Ni, Y., Saunders, C., Szedmak, S. and Niranjan, M. (2009) STRUCTURE LEARNING FOR NATURAL LANGUAGE PROCESSING. In: IEEE Workshops on Machine Learning for Signal Processing, 2009, Sep 2, 2009 - Sep 4, 2009 , Grenoble, France.

Ramanan, A. and Niranjan, M. (2009) Resource-Allocating Codebook for Patch-based Face Recognition. In: Fourth International Conference on Industrial and Information Systems, Sri Lanka. pp. 28-31.

Saunders, C. J., Szedmak, S. and Niranjan, M. (2009) Structure learning for natural language processing. Proceedings of the 2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2009) . 6 pp.-.

Tuna, S. and Niranjan, M. (2009) Classification with binary gene expressions. Journal of Biomedical Science and Engineering, 2 (6). pp. 390-399.

Tuna, S. and Niranjan, M. (2009) Cross-Platform Analysis with Binarized Gene Expression Data. In: Pattern Recognition in Bioinformatics, September 2009, Sheffield. pp. 439-449.

Wieser, D. and Niranjan, M. (2009) Remote homology detection using a kernel method that combines sequence and secondary-structure similarity scores. In Silico Biology, 9 . 0009.

2008

Camargo, R. and Niranjan, M. (2008) Mining Protein Database using Machine Learning Techniques. Journal of Integrative Bioinformatics, 5 (2). pp. 1-10. ISSN ISSN 1613-4516

Suwannaroj, S. and Niranjan, M. (2008) Enhancing Automatic Construction of Gene Subnetworks by Integrating Multiple Sources of Information. Journal of Signal Processing Systems, 50 (3). pp. 331-340. ISSN 1939-8018

2007

Ramanan, A., Suppharangsan, S. and Niranjan, M. (2007) Unbalanced Decision Trees for Multi-class Classification. In: IEEE - Second International Conference on Industrial and Information Systems, ICIIS 2007, 8-11 August 2007, Sri Lanka. pp. 291-294.