Statistical Theory and Methodology
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Application and Interdisciplinary Research
- Journal Papers
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Mak, M.W., Guo, J., Kung, S.Y. (2008) PairProSVM: protein subcellular localization based on local pairwise profile alignment and SVM. IEEE/ACM Transaction on Computational Biology and Bioinformatics, 5 (3): 416-422. [Software]
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Pu, X., Guo, J., Lin Y.L., Leung H. (2007) Prediction of membrane protein types from sequences and position-specific scoring matrices. Journal of Theoretical Biology, 247 (2): 259-265.
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Guo, J., Lin, Y.L., Liu, X.J. (2006) GNBSL: a new integrative system to predict subcellular location for gram-negative bacteria proteins. Proteomics, 6 (19): 5099-5105.
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Guo, J., Lin, Y.L. (2006) TSSub: eukaryotic protein subcellular localization by extracting features from profiles. Bioinformatics, 22 (14): 1784-1785.
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Guo, J., Pu, X., Lin Y.L., Leung H. (2006) Protein subcellular localization based on psi-blast and machine learning. Journal of Bioinformatics and Computational Biology, 4 (6): 1181-1195.
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Guo, J., Chen, H., Sun, Z.R., Lin, Y.L. (2004) A novel method for protein secondary structure prediction: using dual-layer SVM and profiles. Proteins: Structure, Function and Bioinformatics, 54: 738-743.
- Conference Papers
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Guo, J., Mak, M.W., Kung, S.Y. (2006) Eukaryotic protein subcellular localization based on local pairwise profile alignment SVM. 2006 IEEE International Workshop on Machine Learning for Signal Processing (MLSP’06), Maynooth, Ireland, pp. 391-396. [Presentation]
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Guo, J., Lin, Y.L., Sun, Z.R. (2005) Residue-couple model for protein subcellular localization prediction. The Third Asia-Pacific Bioinformatics Conference (APBC’05),
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Guo, J., Lin, Y.L., Sun, Z.R. (2004) A novel method for protein subcellular localization prediction based on boosting and probabilistic neural network. The Second Asia-Pacific Bioinformatics Conference (APBC’04),