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2006

Journal Article

STAR: predicting recombination sites from amino acid sequence

Bauer, Denis C., Boden, Mikael, Thier, Ricarda and Gillam, Elizabeth M. (2006). STAR: predicting recombination sites from amino acid sequence. BMC Bioinformatics, 7 (437) 437, 437. doi: 10.1186/1471-2105-7-437

STAR: predicting recombination sites from amino acid sequence

2006

Conference Publication

Evolving discriminative motifs for recognizing proteins imported to the peroxisome via the PTS2 pathway

Boden, M. B. and Hawkins, J. C. (2006). Evolving discriminative motifs for recognizing proteins imported to the peroxisome via the PTS2 pathway. 2006 IEEE Congress on Evolutionary Computation, Vancouver, BC, Canada, 16-21 July, 2006. Piscataway, N.J., USA: IEEE. doi: 10.1109/cec.2006.1688653

Evolving discriminative motifs for recognizing proteins imported to the peroxisome via the PTS2 pathway

2006

Journal Article

Prediction of protein continuum secondary structure with probabilistic models based on NMR solved structures

Boden, M., Yuan, Z. and Bailey, T. L. (2006). Prediction of protein continuum secondary structure with probabilistic models based on NMR solved structures. Bmc Bioinformatics, 7 (68) 68, 1-12. doi: 10.1186/1471-2105-7-68

Prediction of protein continuum secondary structure with probabilistic models based on NMR solved structures

2006

Journal Article

Identifying sequence regions undergoing conformational change via predicted continuum secondary structure

Boden, M. and Bailey, T. L. (2006). Identifying sequence regions undergoing conformational change via predicted continuum secondary structure. Bioinformatics, 22 (15), 1809-1814. doi: 10.1093/bioinformatics/btl198

Identifying sequence regions undergoing conformational change via predicted continuum secondary structure

2006

Edited Outputs

Proceedings of the A1 2006 Workshop on Intelligent Systems of Bioinformatics (WISB 2006)

Mikael Boden and Timothy L. Bailey eds. (2006). Proceedings of the A1 2006 Workshop on Intelligent Systems of Bioinformatics (WISB 2006). Intelligent Systems for Bioinformatics 2006, Hobart, Australia, 4 December, 2006. New South Wales, Australia: Australian Computer Society Inc..

Proceedings of the A1 2006 Workshop on Intelligent Systems of Bioinformatics (WISB 2006)

2006

Conference Publication

Comparing SVM sequence kernels: A protein subcellular localization theme

Davis, L., Hawkins, J. C., Maetschke, S. R. and Boden, M B (2006). Comparing SVM sequence kernels: A protein subcellular localization theme. 2006 Workshop on Intelligent Systems for Bioinformatics (WISB 2006), Hobart, Tas, Australia, 4 December, 2006. New South Wales, Australia: Australian Computer Society Inc..

Comparing SVM sequence kernels: A protein subcellular localization theme

2006

Conference Publication

Higher order HMMs for localization prediction of transmembrance proteins

Maetschke, S. R., Boden, M B and Gallagher, M R (2006). Higher order HMMs for localization prediction of transmembrance proteins. 2006 Workshop on Intelligent Systems for Bioinformatics (WISB 2006), Hobart, Australia, 4 December, 2006. New South Wales, Australia: Australian Computer Society Inc..

Higher order HMMs for localization prediction of transmembrance proteins

2005

Conference Publication

Predicting structural disruption of proteins caused by crossover

Bauer, Denis C., Bodén, Mikael, Thier, Ricarda and Yuan, Zheng (2005). Predicting structural disruption of proteins caused by crossover. IEEE Computer Society. doi: 10.1109/cibcb.2005.1594962

Predicting structural disruption of proteins caused by crossover

2005

Conference Publication

Predicting peroxisomal proteins

Hawkins, John and Bodén, Mikael (2005). Predicting peroxisomal proteins. 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05, , , November 14, 2005-November 15, 2005. IEEE Computer Society. doi: 10.1109/cibcb.2005.1594956

Predicting peroxisomal proteins

2005

Conference Publication

Heuristic algorithm for computing reversal distance with multigene families via binary integer programming

Suksawatchon, J., Lursinsap, C. and Bodén, M. (2005). Heuristic algorithm for computing reversal distance with multigene families via binary integer programming. IEEE Computer Society. doi: 10.1109/cibcb.2005.1594916

Heuristic algorithm for computing reversal distance with multigene families via binary integer programming

2005

Journal Article

Prediction of subcellular localization using sequence-biased recurrent networks

Boden, Mikael and Hawkins, John (2005). Prediction of subcellular localization using sequence-biased recurrent networks. Bioinformatics, 21 (10), 2279-2286. doi: 10.1093/bioinformatics/bti372

Prediction of subcellular localization using sequence-biased recurrent networks

2005

Conference Publication

Predicting peroxisomal proteins

Hawkins, J. C. and Boden, M. B. (2005). Predicting peroxisomal proteins. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, San Diego, USA, 14-15 November, 2005. Piscataway, NJ, USA: IEEE Press.

Predicting peroxisomal proteins

2005

Journal Article

Improved Access To Sequential Motifs: A Note On The Architectural Bias Of Recurrent Networks

Boden, Mikael and Hawkins, John (2005). Improved Access To Sequential Motifs: A Note On The Architectural Bias Of Recurrent Networks. IEEE Transactions on Neural Networks, 16 (2), 491-494. doi: 10.1109/TNN.2005.844086

Improved Access To Sequential Motifs: A Note On The Architectural Bias Of Recurrent Networks

2005

Conference Publication

Predicting structural disruption of proteins caused by crossover

Bauer, Denis C., Boden, Mikael, Thier, Ricarda and Yuan, Zheng (2005). Predicting structural disruption of proteins caused by crossover. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, San Diego, U.S.A., 14-15 November 2005. Piscataway, NJ, U.S.A.: IEEE Press.

Predicting structural disruption of proteins caused by crossover

2005

Conference Publication

BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction

Maetschke, S. R., Towsey, M. and Boden, M. B. (2005). BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction. 3rd Asia Pacific Bioinformatics Conference, Singapore, 17-21 January 2005. London, UK: Imperial College Press. doi: 10.1142/9781860947322_0014

BLOMAP: An encoding of amino acids which improves signal peptide cleavage site prediction

2005

Journal Article

The applicability of recurrent neural networks for biological sequence analysis

Hawkins, J. and Boden, M. (2005). The applicability of recurrent neural networks for biological sequence analysis. IEEE-ACM Transactions on Computational Biology and Bioinformatiocs, 2 (3), 243-253. doi: 10.1109/TCBB.2005.44

The applicability of recurrent neural networks for biological sequence analysis

2005

Conference Publication

Detecting residues in targeting peptides

Boden, M. B. and Hawkins, J. C. (2005). Detecting residues in targeting peptides. 3rd Asia-Pacific Bioinformatics Conference, Singapore, 17-21 January, 2005. London, United Kingdom: Imperial College Press. doi: 10.1142/9781860947322_0013

Detecting residues in targeting peptides

2005

Conference Publication

Heuristic algorithm for computing reversal distance with multigene families via binary integer programming

Suksawatchon, J., Lursinsap, C. and Boden, M. B. (2005). Heuristic algorithm for computing reversal distance with multigene families via binary integer programming. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, San Diego, U.S.A., 14-15 November 2005. Piscataway, NJ, U.S.A.: IEEE Press.

Heuristic algorithm for computing reversal distance with multigene families via binary integer programming

2005

Conference Publication

Exploiting sequence dependencies in the prediction of peroxisomal proteins

Wakabayashi, M., Hawkins, J. C., Maetschke, S. R. and Boden, M. B. (2005). Exploiting sequence dependencies in the prediction of peroxisomal proteins. Intelligent Data Engineering and Automated Learning - IDEAL2005, Brisbane, Australia, 6-8 July 2005. Berlin, Germany: Springer-Verlag. doi: 10.1007/11508069_59

Exploiting sequence dependencies in the prediction of peroxisomal proteins

2004

Journal Article

Generalization by symbolic abstraction in cascaded recurrent networks

Boden, Mikael (2004). Generalization by symbolic abstraction in cascaded recurrent networks. Neurocomputing, 57 (1-4), 87-104. doi: 10.1016/j.neucom.2004.01.006

Generalization by symbolic abstraction in cascaded recurrent networks