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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  
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  
Self-organized classification of boundary layer meteorology and associated characteristics of air quality in Beijing 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (9) : 6771-6783
作者:  Liao, Zhiheng;  Sun, Jiaren;  Yao, Jialin;  Liu, Li;  Li, Haowen;  Liu, Jian;  Xie, Jielan;  Wu, Dui;  Fan, Shaojia
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Predicting reaction performance in C-N cross-coupling using machine learning 期刊论文
SCIENCE, 2018, 360 (6385) : 186-190
作者:  Ahneman, Derek T.;  Estrada, Jesus G.;  Lin, Shishi;  Dreher, Spencer D.;  Doyle, Abigail G.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Research and application of a novel hybrid decomposition-ensemble learning paradigm with error correction for daily PM10 forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 201: 34-45
作者:  Luo, Hongyuan;  Wang, Deyun;  Yue, Chenqiang;  Liu, Yanling;  Guo, Haixiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Daily PM10 forecasting  Error correction  Fast ensemble empirical mode decomposition  Variational mode decomposition  Cuckoo search  Extreme learning machine  
Improving refugee integration through data-driven algorithmic assignment 期刊论文
SCIENCE, 2018, 359 (6373) : 325-328
作者:  Bansak, Kirk;  Ferwerda, Jeremy;  Hainmueller, Jens;  Dillon, Andrea;  Hangartner, Dominik;  Lawrence, Duncan;  Weinstein, Jeremy
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27