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EFFICIENT AND EFFECTIVE CALIBRATION OF NUMERICAL MODEL OUTPUTS USING HIERARCHICAL DYNAMIC MODELS
期刊论文
Annals of Applied Statistics,2024, 卷号: 18, 期号: 2, 页码: 1064-1089
作者:
Chen, Yewen
;
Chang, Xiaohui
;
Zhang, Bohai
;
Huang, Hui
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/09/04
Calibration
hierarchical dynamic models
numerical model outputs
space-partitioning-based ensemble Kalman smoother
stochastic integro-differential equations
variational Bayes
Applications of the Delay Stochastic Simulation Algorithm (DSSA) in Mathematical Epidemiology
期刊论文
Mathematics,2022, 卷号: 10, 期号: 20
作者:
Bai, Fan
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/11/14
branching process
delay differential equations
delay stochastic simulation algorithm
Markov chain
numerical methods
probability of a minor epidemic outbreak
stochastic epidemic models with delays
Stochastic Expectation Propagation Learning for Unsupervised Feature Selection
会议论文
Communications in Computer and Information Science, ACM Special Interest Grp Appl Comp, French SIGAPP Chapter, Hammamet, TUNISIA, SEP 28-30, 2022
作者:
Fan, Wentao
;
Amayri, Manar
;
Bouguila, Nizar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/15
Clustering
Feature selection
Mixture models
Stochastic expectation propagation
A k-Hop Collaborate Game Model: Extended to Community Budgets and Adaptive Nonsubmodularity
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems,2021
作者:
Guo, Jianxiong
;
Wu, Weili
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/02/23
Adaptation models
Adaptive startegy
Adaptive systems
Approximation algorithms
approximation alogrithm
collaborate game model
Companies
Games
nonsubmodularity
online social networks (OSNs)
Optimization
Social networking (online)
stochastic optimization
Evaluating different epidemiological models with the identical basic reproduction number ℛ0
期刊论文
Journal of Biological Dynamics,2020, 卷号: 14, 期号: 1, 页码: 849-870
作者:
Bai, Fan
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/05/16
continuous-time Markov chain models
Deterministic modelling
final epidemic size
probability of a minor outbreak
stochastic simulation algorithm
Modeling vaccination decision making process in a finite population
期刊论文
Mathematical Biosciences,2019, 卷号: 311, 页码: 82-90
作者:
Bai, Fan
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/05/16
Decision making process
Deterministic models
Evolutionary game theory
Moran process
Pairwise approximation
Stochastic models
Nonparametric Hierarchical Bayesian Models for Positive Data Clustering Based on Inverted Dirichlet-Based Distributions
期刊论文
IEEE Access,2019, 卷号: 7, 页码: 83600-83614
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/15
Clustering
Inverted Dirichlet
Mixture models
Nonparametric Bayesian model
Stochastic variational inference