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Frequentist model averaging under inequality constraints
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
作者:
Zhu, Rong
;
Zhang, Xinyu
;
Wand, Alan T. K.
;
Zou, Guohua
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Cross validation
Inequality constraints
Model averaging
Order-restricted information criterion
Model averaging for interval-valued data
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 301, 期号: 2, 页码: 772-784
作者:
Sun, Yuying
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
Wang, Shouyang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Forecasting
Asymptotic optimality
Interval-valued time series
Model averaging
Vector autoregression
Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery
期刊论文
Future Generation Computer Systems, 2021, 卷号: 128, 期号: 2022, 页码: 265-281
作者:
Zhen Chen
;
Maosheng Pan
;
Pengfei He
;
Wenchao Qi
;
Linlin Liu
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  |  
浏览/下载:38/0
  |  
提交时间:2021/11/17
Cloud Api
Qos Prediction
Contextual Information
Automatic Feature Interaction
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
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  |  
浏览/下载:54/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
SERS imaging-based aptasensor for ultrasensitive and reproducible detection of influenza virus A
期刊论文
BIOSENSORS & BIOELECTRONICS, 2020, 卷号: 167, 页码: 112496
作者:
Chen, Hao
;
Choi, Namhyun
;
Moon, Joung-Il
;
Dang, Hajun
;
Das, Anupam
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  |  
浏览/下载:34/0
  |  
提交时间:2021/12/01
Surface-enhanced Raman scattering (SERS)
Aptasensor
SERS imaging sensor
Influenza A virus
SERS-based assay
Research on Time Scale Algorithm Based on Hydrogen Masers
期刊论文
IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2020, 卷号: 23, 期号: 5, 页码: 35-40
作者:
Jiang, Meng
;
Dong, Shaowu
;
Wu, Wenjun
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  |  
浏览/下载:3/0
  |  
提交时间:2020/11/04
Hydrogen
Masers
Time-frequency analysis
Frequency estimation
Atomic clocks
Estimation
Relative model score: a scoring rule for evaluating ensemble simulations with application to microbial soil respiration modeling
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 10, 页码: 2809-2819
作者:
Elshall, AS (Elshall, Ahmed S.)
;
Ye, M (Ye, Ming)
;
Pei, YZ (Pei, Yongzhen)
;
Zhang, F (Zhang, Fan)
;
Niu, GY (Niu, Guo-Yue)
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  |  
浏览/下载:59/0
  |  
提交时间:2019/05/21
Thermodynamic Integration
Marginal Likelihood
Decomposition
Uncertainty
Multimodel
Prediction
Distributions
Reliability
Mechanisms
Selection
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
作者:
Wang, Bin
;
Zheng, Lihong
;
Liu, De Li
;
Ji, Fei
;
Clark, Anthony
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  |  
浏览/下载:37/0
  |  
提交时间:2019/05/23
GCMs
machine learning
multi-model ensemble
random forest
support vector machine
An ensemble-based dynamic Bayesian averaging approach for discharge simulations using multiple global precipitation products and hydrological models
期刊论文
Journal of Hydrology, 2018, 卷号: 558
作者:
Qi, Wei
;
Liu, Junguo
;
Yang, Hong
;
Sweetapple, Chris
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
An ensemble-based dynamic Bayesian averaging approach for discharge simulations using multiple global precipitation products and hydrological models
期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 558
作者:
Qi, Wei
;
Liu, Junguo
;
Yang, Hong
;
Sweetapple, Chris
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Ensemble simulation
Hydrological modelling
Satellite precipitation products
Uncertainty
Water resources
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