Yuan, Ke, Girolami, Mark and Niranjan, Mahesan (2012) Markov chain Monte Carlo methods for state-space models with point process observations. Neural Computation, 24, (6), 1462-1486. (doi:10.1162/NECO_a_00281) (PMID:22364499)
Liu, Wei and Niranjan, Mahesan (2012) Gaussian process modelling for bicoid mRNA regulation in spatio-temporal Bicoid profile. Bioinformatics, 28, (3), 366-372. (doi:10.1093/bioinformatics/btr658)
Ramanan, Amirthalingam and Niranjan, Mahesan (2011) A Review of Codebook Models in Patch-Based Visual Object Recognition. JOURNAL OF SIGNAL PROCESSING SYSTEMS, DOI: 10.1007/s11265-011-0622-x
Liu, Wei and Niranjan, Mahesan (2011) The Role of Regulated mRNA Stability in Establishing Bicoid Morphogen Gradient in Drosophila Embryonic Development. PLoS ONE, 6, (9), e24896.
Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2011) Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation. Journal of Machine Learning Research, 12, 1-30.
Zammit Mangion, Anderw, Yuan, Ke, Kadirkamanathan, Visakan, Niranjan, Mahesan and Sanguinetti, Guido (2011) Online Variational Inference for State-Space Models with Point-Process Observations. Neural Computation, 23, (8), 1967-1999.
Farran, Bassam, Saunders, Craig and Niranjan, Mahesan (2010) Machine Learning for Intrusion Detection: Modeling the Distribution Shift. In, IEEE Workshop on Machine Learning for Signal Processing, Kittil�, Finland, 29 Aug - 01 Sep 2010. IEEE.
Markovsky, Ivan and Niranjan, Mahesan (2010) Approximate low-rank factorization with structured factors. Computational Statistics and Data Analysis, 54, 3411-3420.
Yuan, Ke and Niranjan, Mahesan (2010) Estimating a State-Space Model from Point Process Observations: A Note on Convergence. Neural Computation, 22, (8), 1993-2001.
Ramanan, Amirthalingam and Niranjan, Mahesan (2010) A One-pass Resource-Allocating Codebook for Patch-based Visual Object Recognition. In, IEEE Workshop on Machine Learning for Signal Processing, Kittilä, Finland, 29 Aug - 01 Sep 2010. IEEE Press.
Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2010) The application of structured learning in natural language processing. Machine Translation
Tuna, Salih and Niranjan, Mahesan (2010) Reducing the algorithmic variability in transcriptome-based inference. Bioinformatics, 26, (9), 1185-1191.
Ni, Yizhao, Niranjan, Mahesan, Saunders, Craig and Szedmak, Sandor (2010) Distance phrase reordering for MOSES - User Manual and Code Guide.
Tuna, Salih and Niranjan, Mahesan (2010) Inference from Low Precision Transcriptome Data Representation. Journal of Signal Processing Systems, 50, (3), 267-279.
Xu, WC, Hung, YS, Niranjan, M and Shen, MF (2010) Asymptotic Mean and Variance of Gini Correlation for Bivariate Normal Samples. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 58, 522-534.
Ramanan, Amirthalingam and Niranjan, Mahesan (2009) Resource-Allocating Codebook for Patch-based Face Recognition. At Fourth International Conference on Industrial and Information Systems, IEEE Press, 28-31.
Farran, Bassam, Ramanan, Amirthalingam and Niranjan, Mahesan (2009) Sequential Hierarchical Pattern Clustering. In, Pattern Recognition in Bioinformatics, Sheffield, Springer-Verlag, 79-88.
Liu, Wei and Niranjan, Mahesan (2009) Matching Models to Data in Modelling Morphogen Diffusion. At Machine Learning in Systems Biology, http://mlsb09.ijs.si/files/MLSB09-Proceedings.pdf#page=67, Helsinki University Printing House.
Milo, Marta, Cacciabue-Rivolta, Daniela, Kneebone, Adam, Van Doorninck, Hikke, Johnson, Claire, Lawoko-Kerali, Grace, Niranjan, Mahesan, Rivolta, Marcelo and Holley, Matthew (2009) Genomic Analysis of the Function of the Transcription Factor gata3 during Development of the Mammalian Inner Ear. PLoS ONE, 4, (9), e7144.
Tuna, Salih and Niranjan, Mahesan (2009) Cross-Platform Analysis with Binarized Gene Expression Data. In, Pattern Recognition in Bioinformatics, Sheffield, Springer-Verlag, 439-449.
Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2009) Handling phrase reordering for machine translation. At the joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint ConConference Processing,
Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2009) STRUCTURE LEARNING FOR NATURAL LANGUAGE PROCESSING. In, IEEE Workshops on Machine Learning for Signal Processing, 2009, Grenoble, France, 02 - 04 Sep 2009.
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, Salih and Niranjan, Mahesan (2009) Classification with binary gene expressions. Journal of Biomedical Science and Engineering, 2, (6), 390-399.
Wieser, Daniela and Niranjan, Mahesan (2009) Remote homology detection using a kernel method that combines sequence and secondary-structure similarity scores. In Silico Biology, 9, 0009.
Camargo, Renata and Niranjan, Mahesan (2008) Mining Protein Database using Machine Learning Techniques. Journal of Integrative Bioinformatics, 5, (2), 1-10.
Suwannaroj, Sujimarn and Niranjan, Mahesan (2008) Enhancing Automatic Construction of Gene Subnetworks by Integrating Multiple Sources of Information. Journal of Signal Processing Systems, 50, (3), 331-340.
Ramanan, Amirthalingam, Suppharangsan, Somjet and Niranjan, Mahesan (2007) Unbalanced Decision Trees for Multi-class Classification. In, IEEE - Second International Conference on Industrial and Information Systems, ICIIS 2007, 08 - 11 Aug 2007. IEEE, 291-294.