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A New Context Tree Inference Algorithm for Variable Length Markov Chain Model with Applications to Biological Sequence Analyses 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 18
Authors:  An, Shaokun;  Ren, Jie;  Sun, Fengzhu;  Wan, Lin
Favorite  |  View/Download:4/0  |  Submit date:2022/06/21
biological sequence analyses  consistent context algorithm  variable length Markov chains  word count statistics  
BiTSC2: Bayesian inference of tumor clonal tree by joint analysis of single-cell SNV and CNA data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
Authors:  Chen, Ziwei;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
Favorite  |  View/Download:4/0  |  Submit date:2022/06/21
single-cell DNA sequencing  intra-tumor heterogeneity  single nucleotide variation  copy number alteration  Bayesian modeling  cancer evolution  
Competitive and Cooperative Assortment Games under Markov Chain Choice Model 期刊论文
PRODUCTION AND OPERATIONS MANAGEMENT, 2021, 页码: 19
Authors:  Nip, Kameng;  Wang, Changjun;  Wang, Zizhuo
Favorite  |  View/Download:15/0  |  Submit date:2022/04/02
assortment planning  Markov chain choice model  non-cooperative game  cooperative game  
A discrete-time and finite-state Markov chain based in-play prediction model for NBA basketball matches 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2021, 卷号: 50, 期号: 11, 页码: 3768-3776
Authors:  Shi, Jian;  Song, Kai
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Betting  In-play predictions  Markov chain  Positive returns  Uncertainty analysis  
AN ACCELERATION STRATEGY FOR RANDOMIZE-THEN-OPTIMIZE SAMPLING VIA DEEP NEURAL NETWORKS* 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2021, 卷号: 39, 期号: 6, 页码: 848-864
Authors:  Yan, Liang;  Zhou, Tao
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Bayesian inverse problems  Deep neural network  Markov chain Monte Carlo  
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
Authors:  Yan, Liang;  Zhou, Tao
Favorite  |  View/Download:37/0  |  Submit date:2021/01/14
Bayesian inverse problems  deep neural networks  multi-fidelity surrogate modeling  Markov chain Monte Carlo  
Time-Inconsistent Stochastic LQ Problem with Regime Switching 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 22
Authors:  Si, Binbin;  Ni, Yuan-Hua;  Zhang, Ji-Feng
Favorite  |  View/Download:41/0  |  Submit date:2020/09/23
Forward-backward stochastic difference equation  open-loop equilibrium control  regime switching  stochastic linear-quadratic problem  time inconsistency  
ADAPTIVE LOW-NONNEGATIVE-RANK APPROXIMATION FOR STATE AGGREGATION OF MARKOV CHAINS 期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 1, 页码: 244-278
Authors:  Duan, Yaqi;  Wang, Mengdi;  Wen, Zaiwen;  Yuan, Yaxiang
Favorite  |  View/Download:40/0  |  Submit date:2020/09/23
Markov chain  state aggregation  nonnegative matrix factorization  atomic norm  proximal alternating linearized minimization  
Confidence intervals for Markov chain transition probabilities based on next generation sequencing reads data 期刊论文
QUANTITATIVE BIOLOGY, 2020, 卷号: 8, 期号: 2, 页码: 143-154
Authors:  Wan, Lin;  Kang, Xin;  Ren, Jie;  Sun, Fengzhu
Favorite  |  View/Download:80/0  |  Submit date:2021/01/14
DNA  FREQUENCIES  PREDICTION  Markov chains  next generation sequencing  transition probabilities  confidence intervals  
Portfolio Selection Based on Bayesian Theory 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 卷号: 2019, 页码: 11
Authors:  Zhao, Daping;  Fang, Yong;  Zhang, Chaoliang;  Wang, Zongrun
Favorite  |  View/Download:39/0  |  Submit date:2020/05/24