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Browse by Author: Huang, Fuchun

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Number of items: 21.

Article

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, A and Perera, B. J. C (2016) Statistical downscaling of general circulation model outputs to precipitation, evaporation and temperature using a key station approach. Journal of Water and Climate Change, 7 (4). 683 - 707. ISSN 2040-2244

Sachindra, Sachindra, Huang, Fuchun, Barton, A and Perera, B. J. C (2015) Potential improvements to statistical downscaling of general circulation model outputs to catchment streamflows with downscaled precipitation and evaporation. Theoretical and Applied Climatology, 122 (1). 159 - 179. ISSN 0177-798X

Dhanapala Arachchige, Sachindra ORCID: 0000-0002-4022-0636, Huang, Fuchun, Barton, A and Perera, B. J. C (2015) Statistical downscaling of general circulation model outputs to evaporation, minimum temperature and maximum temperature using a key-predictand and key-station approach. Journal of Water and Climate Change, 6 (2). 241 - 262. ISSN 2040-2244

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Multi-model ensemble approach for statistically downscaling general circulation model outputs to precipitation. Quarterly Journal of the Royal Meteorological Society, 140 (681). pp. 1161-1178. ISSN 1477-870X

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical Downscaling of General Circulation Model Outputs to Precipitation - part 1: calibration and validation. International Journal of Climatology. ISSN 1097-0088

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical Downscaling of General Circulation Model Outputs to Precipitation - part 2: bias-correction and future projections. International Journal of Climatology. ISSN 1097-0088

Yilmaz, A. G, Safaet, H, Huang, Fuchun and Perera, B. J. C (2014) Time-Varying Character of Storm Intensity Frequency and Duration Curves. Australian Journal of Water Resources, 18 (1). pp. 15-26. ISSN 1324-1583

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2014) Statistical downscaling of general circulation model outputs to catchment scale hydroclimatic variables: issues, challenges and possible solutions. Journal of Water and Climate Change, 5 (4). pp. 496-525. ISSN 2040-2244

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2013) Least square support vector and multi-linear regression for statistically downscaling general circulation model outputs to catchment streamflows. International Journal of Climatology, 33 (5). pp. 1087-1106. ISSN 0899-8418,(print), 1097-0088 (online)

Perera, B. J. C, Dhanapala Arachchige, Sachindra, Godoy, W. R, Barton, Andrew and Huang, Fuchun (2011) Multi-Objective Planning and Operation of Water Supply Systems Subject to climate change. World Academy of Science, Engineering and technology (60). pp. 571-580. ISSN 2010-3778

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2009) Toward Breast Cancer Survivablility Prediction Models Through Improving Training Space. Expert Systems with Applications, 36 (10). pp. 12200-12209. ISSN 0957-4174

Huang, Fuchun (2003) Prediction error property of the lasso estimator and its generalization. Australian & New Zealand Journal of Statistics, 45 (2). pp. 217-228. ISSN 1369-1473

Huang, Fuchun and Ogata, Yosihiko (2002) Generalized pseudo-likelihood estimates for Markov random fields on lattice. Annals of the Institute of Statistical Mathematics, 54 (1). pp. 1-18. ISSN 0020-3157

Huang, Fuchun and Ogata, Yosihiko (2001) Comparison of two methods for calculating the partition functions of various spatial statistical models. Australian & New Zealand Journal of Statistics, 43 (1). pp. 47-65. ISSN 1369-1473

Book Section

Barua, Suchana, Ng, A. W. M, Muthukumaran, Shobha, Huang, Fuchun, Roberts, P and Perera, B. J. C (2013) Modeling water use in schools: a comparative study of quarterly and monthly models. In: MODSIM2013: 20th International Congress on Modelling and Simulation, Adelaide, Australia, 1–6 December 2013. Piantadosi, J, Anderssen, R. S and Boland, J, eds. Modelling and Simulation Society of Australia and New Zealand, Canberra, pp. 3141-3147.

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2012) Issues Associated with Statistical Downscaling of General Circulation Model Outputs: A Discussion. In: Proceedings of the 2nd Practical Responses to Climate Change Conference, ‘Water and Climate: Policy Implementation Challenges’, 1–3 May 2012, Canberra, Australia. Daniell, Katherine A, ed. Engineers Australia, Barton, A. C. T, pp. 98-105.

Dhanapala Arachchige, Sachindra, Huang, Fuchun, Barton, Andrew and Perera, B. J. C (2011) Statistical Downscaling of General Circulation Model Outputs to Catchment Streamflows. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, R. S, eds. Modelling and Simulation Society of Australia and New Zealand, Australia, pp. 2810-2816.

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2008) Breast Cancer Survivability via AdaBoost Algorithms. In: Health data and knowledge management 2008 : proceedings of the Second Australasian Workshop on Health Data and Knowledge Management (HDKM 2008), Wollongong, NSW, Australia, January 2008. Warren, James R, Yu, Ping, Yearwood, John and Patrick, John D, eds. Conferences in research and practice in information technology series (80). Australian Computer Society, Darlinghurst, New South Wales, pp. 55-64.

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2008) Support Vector Machine for Outlier Detection in Breast Cancer Survivability Prediction. In: Advanced Web and NetworkTechnologies, and Applications : APWeb 2008 International Workshops: BIDM, IWHDM, and DeWeb Shenyang, China, April 26-28, 2008. Revised Selected Papers. Ishikawa, Yoshiharu, He, Jing, Xu, Guandong, Shi, Yong, Huang, Guangyan, Pang, Chaoyi, Zhang, Qing and Wang, Guoren, eds. Lecture Notes in Computer Science (4977). Springer, Berlin, pp. 99-109.

Huang, Fuchun (2004) Data mining highly multiple time series of astronomical observations. In: Data mining V: data mining, text mining and their business application. Zanasi, A, Ebecken, N. F. F and Brebbia, C. A, eds. WIT Press, Southampton, UK, pp. 375-382.

Conference or Workshop Item

Huang, Fuchun (2004) A note on AIC-type criteria, MDL principle and nonlinear model selection. In: Proceedings of The International Conference on Optimization: Techniques and Applications, 9 December 2004, Ballarat, Australia. (Unpublished)