William W. Hsieh

Publication Activity (10 Years)

Years Active: 2000-2020
Publications (10 Years): 2

Top Topics

Extreme Learning Machines

Support Vector Regression

Nonlinear Regression

Environmental Sciences

Top Venues

Comput. Geosci.

Environ. Model. Softw.

Publications

William W. Hsieh
Improving predictions by nonlinear regression models from outlying input data. CoRR (2020)
Lei Zhu, Jian Jin, Alex J. Cannon, William W. Hsieh
Bayesian Neural Networks Based Bootstrap Aggregating for Tropical Cyclone Tracks Prediction in South China Sea. ICONIP (3) (2016)
Aranildo R. Lima, Alex J. Cannon, William W. Hsieh
Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation. Environ. Model. Softw. 73 (2015)
Aranildo R. Lima, Alex J. Cannon, William W. Hsieh
Nonlinear regression in environmental sciences by support vector machines combined with evolutionary strategy. Comput. Geosci. 50 (2013)
Aranildo R. Lima, Alex J. Cannon, William W. Hsieh
Downscaling temperature and precipitation using support vector regression with evolutionary strategy. IJCNN (2012)
Song Cai, William W. Hsieh, Alex J. Cannon
A comparison of bayesian and conditional density models in probabilistic ozone forecasting. IJCNN (2008)
William W. Hsieh
Nonlinear principal component analysis of noisy data. Neural Networks 20 (4) (2007)
Aiming Wu, William W. Hsieh, Benyang Tang
Neural network forecasts of the tropical Pacific sea surface temperatures. Neural Networks 19 (2) (2006)
William W. Hsieh
Nonlinear principal component analysis of noisy data. IJCNN (2006)
Sanjay S. P. Rattan, William W. Hsieh
Complex-valued neural networks for nonlinear complex principal component analysis. Neural Networks 18 (1) (2005)
William W. Hsieh
Nonlinear canonical correlation analysis by neural networks. Neural Networks 13 (10) (2000)