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Professor Mahesan Niranjan: Publications

Publications, PrePrints etc.
(Grouped by Co-authors)

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Number of items: 28.

Cacciabue-Rivolta, D

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.

Camargo, R

Camargo, Renata and Niranjan, Mahesan (2008) Mining Protein Database using Machine Learning Techniques. Journal of Integrative Bioinformatics, 5, (2), 1-10.

Farran, B

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.

Farran, Bassam, Ramanan, Amirthalingam and Niranjan, Mahesan (2009) Sequential Hierarchical Pattern Clustering. In, Pattern Recognition in Bioinformatics, Sheffield, Springer-Verlag, 79-88.

Girolami, M

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)

Holley, M

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.

Hung,

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.

Johnson, C

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.

Kadirkamanathan, V

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.

Kneebone, A

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.

Lawoko-Kerali, G

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.

Liu, W

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)

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.

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.

Markovsky, I

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

Milo, M

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.

Ni, Y

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.

Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2010) The application of structured learning in natural language processing. Machine Translation

Ni, Yizhao, Niranjan, Mahesan, Saunders, Craig and Szedmak, Sandor (2010) Distance phrase reordering for MOSES - User Manual and Code Guide.

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.

Niranjan,

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.

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.-.

Niranjan, M

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.

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.

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.

Ramanan, A

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

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.

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.

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.

Rivolta, M

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.

Sanguinetti, G

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.

Saunders,

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.-.

Saunders, C

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.

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.

Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2010) The application of structured learning in natural language processing. Machine Translation

Ni, Yizhao, Niranjan, Mahesan, Saunders, Craig and Szedmak, Sandor (2010) Distance phrase reordering for MOSES - User Manual and Code Guide.

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.

Shen,

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.

Suppharangsan, S

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.

Suwannaroj, S

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.

Szedmak,

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.-.

Szedmak, S

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.

Ni, Yizhao, Saunders, Craig, Szedmak, Sandor and Niranjan, Mahesan (2010) The application of structured learning in natural language processing. Machine Translation

Ni, Yizhao, Niranjan, Mahesan, Saunders, Craig and Szedmak, Sandor (2010) Distance phrase reordering for MOSES - User Manual and Code Guide.

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.

Tuna, S

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

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

Tuna, Salih and Niranjan, Mahesan (2009) Cross-Platform Analysis with Binarized Gene Expression Data. In, Pattern Recognition in Bioinformatics, Sheffield, Springer-Verlag, 439-449.

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

Van Doorninck, H

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.

Wieser, D

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.

Xu,

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.

Yuan, K

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)

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.

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.

Zammit Mangion, A

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.

This list was generated on Tue May 22 21:01:13 2012 BST.

Publications included from http://eprints.ecs.soton.ac.uk/view/person/11234.all_names.include.