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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)
An Animal Behavior State Estimation Method Using CCNN and BN Based System
会议论文
Beijing, China, May 22, 2020 - May 24, 2020
作者:
Li, Rui
;
Ren, Yu
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/15
Animals
Bayesian networks
Convolution
Ecology
Software engineering
Convolutional networks
Ecological protection
Estimation methods
Feature detection
Feature location
Hierarchical structures
Overall accuracies
State estimation methods
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
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  |  
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
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  |  
浏览/下载:89/0
  |  
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
Local-scale landslide susceptibility mapping using the B-GeoSVC model
期刊论文
LANDSLIDES, 2019, 卷号: 16, 期号: 7, 页码: 1301-1312
作者:
Yang, Yang
;
Yang, Jintao
;
Xu, Chengdong
;
Xu, Chong
;
Song, Chao
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  |  
浏览/下载:65/0
  |  
提交时间:2019/09/24
Landslide susceptibility mapping
Spatial heterogeneity
Regional and local information fusion
GeoDetector
SVC
Hierarchical Bayesian method
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
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  |  
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
AAA: triple adaptive Bayesian designs for the identification of optimal dose combinations in dual-agent dose finding trials
期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2019, 卷号: 68, 期号: 2
作者:
Lyu, Jiaying
;
Ji, Yuan
;
Zhao, Naiqing
;
Catenacci, Daniel V. T.
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Adaptive cohort division
Bayesian inference
Dose combination
Hierarchical models
Markov chain Monte Carlo simulation
Phase I-II clinical trial
A Novel Blind Restoration and Reconstruction Approach for CT Images Based on Sparse Representation and Hierarchical Bayesian-MAP
期刊论文
Algorithms, 2019, 卷号: Vol.12 No.8, 页码: 174
作者:
Yunshan Sun
;
Liyi Zhang
;
Yanqin Li
;
Juan Meng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/11/21
CT reconstruction
compressed sensing
blind restoration
hierarchical Bayesian-MAP
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
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