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Building a cloud in the southeast Atlantic: understanding low-cloud controls based on satellite observations with machine learning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (22) : 16537-16552
作者:  Fuchs, Julia;  Cermak, Jan;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Response to Comment on "Predicting reaction performance in C-N cross-coupling using machine learning" 期刊论文
SCIENCE, 2018, 362 (6416)
作者:  Estrada, Jesus G.;  Ahneman, Derek T.;  Sheridan, Robert P.;  Dreher, Spencer D.;  Doyle, Abigail G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
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：6/0  |  提交时间：2019/04/09
Statistical downscaling  Machine learning  Precipitation  Australia  Floods  Droughts  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
Improvement of rainfall estimation from MSG data using Random Forests classification and regression 期刊论文
ATMOSPHERIC RESEARCH, 2018, 211: 62-72
作者:  Ouallouche, Fethi;  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Rainfall estimation  Learning machine  Random Forest (RF)  Meteosat Second Generation (MSG)  
An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index 期刊论文
ATMOSPHERIC RESEARCH, 2018, 207: 155-180
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Standardized precipitation index  Drought forecasting  Ensemble based adaptive neuro fuzzy inference system  M5 tree  Minimax probability machine regression  
Identification of new particle formation events with deep learning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (13) : 9597-9615
作者:  Joutsensaari, Jorma;  Ozon, Matthew;  Nieminen, Tuomo;  Mikkonen, Santtu;  Lahivaara, Timo;  Decesari, Stefano;  Facchini, M. Cristina;  Laaksonen, Ari;  Lehtinen, Kari E. J.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Predictive modeling of US health care spending in late life 期刊论文
SCIENCE, 2018, 360 (6396) : 1462-+
作者:  Einav, Liran;  Finkelstein, Amy;  Mullainathan, Sendhil;  Obermeyer, Ziad
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/27
Impacts of air pollutants from fire and non-fire emissions on the regional air quality in Southeast Asia 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (9) : 6141-6156
作者:  Lee, Hsiang-He;  Iraqui, Oussama;  Gu, Yefu;  Yim, Steve Hung-Lam;  Chulakadabba, Apisada;  Tonks, Adam Yiu-Ming;  Yang, Zhengyu;  Wang, Chien
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09