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Alex J. Cannon
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2020 – today
- 2023
- [i1]Nicolaas J. Annau, Alex J. Cannon, Adam H. Monahan:
Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales. CoRR abs/2302.08720 (2023)
2010 – 2019
- 2018
- [j8]James Hiebert
, Alex J. Cannon, Trevor Murdock, Stephen Sobie, Arelia Werner:
ClimDown: Climate Downscaling in R. J. Open Source Softw. 3(22): 360 (2018) - 2016
- [c4]Lei Zhu, Jian Jin, Alex J. Cannon
Bayesian Neural Networks Based Bootstrap Aggregating for Tropical Cyclone Tracks Prediction in South China Sea. ICONIP (3) 2016: 475-482 - 2015
- [j7]Aranildo R. Lima
Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation. Environ. Model. Softw. 73: 175-188 (2015) - 2013
- [j6]Aranildo R. Lima
Nonlinear regression in environmental sciences by support vector machines combined with evolutionary strategy. Comput. Geosci. 50: 136-144 (2013) - 2012
- [j5]Alex J. Cannon
Neural networks for probabilistic environmental prediction: Conditional Density Estimation Network Creation and Evaluation (CaDENCE) in R. Comput. Geosci. 41: 126-135 (2012) - [j4]Alex J. Cannon
Corrigendum to "Quantile regression neural networks: Implementation in R and application to precipitation downscaling" [Comput. Geosci. 37(9) (2011) 1277-1284]. Comput. Geosci. 46: 9 (2012) - [c3]Aranildo R. Lima
Downscaling temperature and precipitation using support vector regression with evolutionary strategy. IJCNN 2012: 1-8 - 2011
- [j3]Alex J. Cannon
Quantile regression neural networks: Implementation in R and application to precipitation downscaling. Comput. Geosci. 37(9): 1277-1284 (2011) - [j2]Alex J. Cannon
GEVcdn: An R package for nonstationary extreme value analysis by generalized extreme value conditional density estimation network. Comput. Geosci. 37(9): 1532-1533 (2011)
2000 – 2009
- 2008
- [c2]Song Cai, William W. Hsieh, Alex J. Cannon
A comparison of bayesian and conditional density models in probabilistic ozone forecasting. IJCNN 2008: 2310-2314 - 2007
- [j1]Alex J. Cannon
Nonlinear analog predictor analysis: A coupled neural network/analog model for climate downscaling. Neural Networks 20(4): 444-453 (2007) - 2006
- [c1]Alex J. Cannon:
A Hybrid Neural Network/Analog Model for Climate Downscaling. IJCNN 2006: 4595-4600
Coauthor Index
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