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北京大学 [12]
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武汉大学 [7]
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Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)
Non-blind image blur removal method based on a Bayesian hierarchical model with hyperparameter priors
期刊论文
OPTIK, 2020, 卷号: 204
作者:
Yang, Haoyuan
;
Su, Xiuqin
;
Wu, Jing
;
Chen, Songmao
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/04/13
Image prior
Blur removal
Bayesian hierarchical model
Regularization
Spatial-temporal heterogeneity of hand, foot and mouth disease and impact of meteorological factors in arid/ semi-arid regions: a case study in Ningxia, China
期刊论文
BMC PUBLIC HEALTH, 2019, 卷号: 19, 期号: 1, 页码: 11
作者:
Li, Jie
;
Zhang, Xiangxue
;
Wang, Li
;
Xu, Chengdong
;
Xiao, Gexin
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/05/19
Hand
Foot and mouth disease
Spatial-temporal variation
GeoDetector
Bayesian space-time hierarchical model
Ningxia
Phosphorus mitigation remains critical in water protection: A review and meta-analysis from one of China's most eutrophicated lakes
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 689, 页码: 1336-1347
作者:
Yan, Kai
;
Yuan, Zengwei
;
Goldberg, Stefanie
;
Gao, Wei
;
Ostermann, Anne
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2019/10/28
Lake Dianchi
Phosphorus budget
Markov chain Monte Carlo simulation
Bayesian hierarchical model
Watershed management
Geological phosphorus-rich mountains
Hierarchical Bayesian Model Based on Robust Fixed Rank Filter for Fusing MODIS SST and AMSR-E SST
期刊论文
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2019, 卷号: 85, 期号: 2, 页码: 119-131
作者:
Zhu, Yuxin
;
Kang, Emily Lei
;
Bo, Yanchen
;
Zhang, Jinzong
;
Wang, Yuexiang
收藏
  |  
浏览/下载:100/0
  |  
提交时间:2019/05/23
Hierarchical Bayesian Model based on R-FRF
MODIS SST
AMSR-E SST
scale transformation
local variance
Ex-situ priors: A Bayesian hierarchical framework for defining informative prior distributions in hydrogeology
期刊论文
ADVANCES IN WATER RESOURCES, 2019, 卷号: 126, 页码: 65-78
作者:
Cucchi, Karma[1]
;
Hesse, Falk[2]
;
Kawa, Nura[3]
;
Wang, Changhong[4]
;
Rubin, Yoram[5]
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/04/22
Data assimilation
Data fusion
Bayesian hierarchical model
Informative prior
Databases
Reducing the uncertainty of time-varying hydrological model parameters using spatial coherence within a hierarchical Bayesian framework
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 577
作者:
Pan, Zhengke
;
Liu, Pan
;
Gao, Shida
;
Cheng, Lei
;
Chen, Jie
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Uncertainty
Hierarchical Bayesian
Temporal variation
Spatial coherence
Nonstationary condition
GR4J hydrological model
Bayesian Sparse Topical Coding
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6
作者:
Peng, Min
;
Xie, Qianqian
;
Wang, Hua
;
Zhang, Yanchun
;
Tian, Gang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Document representation
Bayesian topic model
sparse coding
hierarchical prior
Utilizing Satellite Surface Soil Moisture Data in Calibrating a Distributed Hydrological Model Applied in Humid Regions Through a Multi-Objective Bayesian Hierarchical Framework
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 11
作者:
Yang, Han
;
Xiong, Lihua
;
Ma, Qiumei
;
Xia, Jun
;
Chen, Jie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
multi-objective Bayesian hierarchical calibration
SMAP soil moisture
DEM-based Distributed rainfall-runoff model
A hierarchical Bayesian model for decomposing the impacts of human activities and climate change on water resources in China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 665
作者:
Zhang, Xu
;
Dong, Qianjin
;
Costa, Veber
;
Wang, Xianxun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Hierarchical Bayesian model
Budyko equation
Water resources management
Climate change
Human activities
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