Benyang Tang's Publications

• Tang, B and D. Mazzoni. Multiclass reduced-set support vector machines. Proceedings of the 23th International Conference on Machine Learning (ICML 2006), Pittsburgh, PA. abstract. Download PDF

• Mazzoni, D., A., Horvath, Garay, B. Tang, R. Davies, 2005. A MISR cloud-type classifier using reduced support vector machines.  Proceedings of the Eighth Workshop on Mining Scientific and Engineering Datasets, 2005 SIAM International Conference on Data Mining, April 2005.

• Lee, T., I. Fukumori, B. Tang, 2004. Temperature Advection: Internal versus External Processes. A neural network atmospheric model for hybrid coupled modelling. J. Phys. Oceanogr.  34, 1936-1944.

• Tang, Y., W.W. Hsieh, B. Tang and K. Haines, 2001. A neural network atmospheric model for hybrid coupled modelling. Climate Dynamics, 17, 445-455.

• Hsieh, W.W., and B. Tang, 2001. Interannual variability of accumulated snow in the Columbia basin, British Columbia. Water Resources Res. , 37, 1753-1760.

• Hsieh, W.W., B. Tang and E.R. Garnett, 1999. Teleconnections between Pacific sea surface temperatures and Canadian prairie wheat yield. Agricul. Forest Meterol., 96, 209-217.

• Tang, B., W. W. Hsieh, A. H. Monahan, and F. T. Tangang, 1999: Skill comparison between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures. Journal of Climate, 13, 287-293.

• Hsieh, W. W. and B. Tang, 1999: Applying neural network models to prediction and data analysis in meteorology and oceanography. Bull. Am. Meteorol. Soc. 79 1855-1870.

• Tangang, F. T., B. Tang, A. H. Monahan, and W. W. Hsieh, 1997: Forecasting ENSO events--a neural network-extended EOF approach. J. Climate, 11, 29-41.

• Tangang, F. T., W. W. Hsieh and B. Tang, 1997: Forecasting the regional sea surface temperatures fo the tropical Pacific by neural network models, with wind stress and sea level pressure as predictors. J. Geophys. Res. (Ocean), 103, 7511-7522.

• Tangang, F. T., W. W. Hsieh and B. Tang, 1997: Forecasting the equatorial Pacific see surface temperatures by neural network models. Climate Dynamics, 13 135-147.

• Tang, B., W. Hsieh and F. Tangang, 1996: "Clearning" neural networks with continuity constraint for prediction of noisy time series. Proceedings of International Conference on Neural Information Processing 1996, Hong Kong, Volume 2, p722-725.
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• Cane, M. A, A. Kaplan, R. N. Miller, B. Tang, E. C. Hackert, and A.J. Busalacchi, 1996: Mapping tropical Pacific sea level: data assimilation via a reduced state space Kalman Filter. J. Geophys. Res., 101 nC10, 22599-22617.

• Tang, B. and A. J. Weaver, 1995: Climate stability as deduced from an idealized coupled atmosphere-ocean model. Climate Dynamics, 11, 141-150.
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• Tang, B., 1995: Periods of linear development of the ENSO cycle and POP forecast experiments. J. Climate, 8, 682-691.
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• Tang,B., G. Flato and G. Holloway, 1994: A study of Arctic sea ice and sea level pressure using POP and neural network methods. Atmos.-Ocean, 32, 507-529.
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• Cushman-Roisin, B., G. Syturin and B. Tang, 1992: Two-layer geostrophic dynamics, part I: geostrophic regimes. J. Phys. Oceanogr. 22, 117-127.

• Tang, B. and B. Cushman-Roisin, 1992: Two-layer geostrophic dynamics, part II: geostrophic turbulence. J. Phys. Oceanogr. 22, 128-138.

• Tang, B., 1990: Fluctuating flow through straits of variable depth. J. Phys. Oceanogr., 20, 1077-1086.

• Cushman-Roisin, B., E. P. Chassignet and B. Tang, 1990: On the westward motion of mesoscale eddies. J. Phys. Oceanogr., 20, 758-568.

• Cushman-Roisin, B. and B. Tang, 1990: Geostrophic turbulence and emergence of eddies beyond the radius of deformation. J. Phys. Oceanogr. 20, 94-113.

• Cushman-Roisin, B. and B. Tang, 1989: Geostrophic regimes and geostrophic turbulence beyond the radius of deformation. Mesoscale/Synoptic Coherent Structure in Geophysical Turbulence, Nihoul & Jamart, Eds., Elsevier Oceanography Series, Vol. 50, 51-74.

• Tang, B. and D. Zhang, 1987: Computations of storm surges using finite difference methods in boundary-fitted coordinate systems. Acta Mechanica Sinica, 19, 9-14.