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Integrating data mining and transmission theory in the ecology of infectious diseases 期刊论文
ECOLOGY LETTERS, 2020, 23 (8) : 1178-1188
作者:  Han, Barbara A.;  39;Regan, Suzanne M.
收藏  |  浏览/下载：17/0  |  提交时间：2020/05/25
Boosted regression  disease dynamics  disease macroecology  pathogen transmission  random forest  statistical learning  zoonosis  zoonotic spillover  
Predicting spatial and temporal variability in crop yields: an inter-comparison of machine learning, regression and process-based models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (4)
作者:  Leng, Guoyong;  Hall, Jim W.
收藏  |  浏览/下载：27/0  |  提交时间：2020/07/02
climate change  crop yield  machine learning  statistical model  crop model  
Statistical downscaling of precipitation using machine learning techniques 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 240-258
作者:  Sachindra, D. A.;  Ahmed, K.;  Rashid, Md. Mamunur;  Shahid, S.;  Perera, B. J. C.
收藏  |  浏览/下载：22/0  |  提交时间：2019/04/09
Statistical downscaling  Machine learning  Precipitation  Australia  Floods  Droughts  
Advances in projection of climate change impacts using supervised nonlinear dimensionality reduction techniques 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Sarhadi, Ali;  Burn, Donald H.;  Yang, Ge;  Ghodsi, Ali
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Dimensionality reduction  Statistical downscaling  Supervised Principal Component Analysis (S-PCA)  Climate change  Supervised learning