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检索条件"主题词=Expectation maximization algorithm"
648 条 记 录,以下是471-480 订阅
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Reconstruction of viral population structure from next-generation sequencing data using multicommodity flows
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BMC BIOINFORMATICS 2013年 第Sup9期14卷 S2-S2页
作者: Skums, Pavel Mancuso, Nicholas Artyomenko, Alexander Tork, Bassam Mandoiu, Ion Khudyakov, Yury Zelikovsky, Alex Ctr Dis Control & Prevent Lab Mol Epidemiol & Bioinformat Div Viral Hepatitis Atlanta GA 30333 USA Georgia State Univ Dept Comp Sci Atlanta GA 30303 USA Univ Connecticut Dept Comp Sci & Engn Storrs CT 06269 USA
Background: Highly mutable RNA viruses exist in infected hosts as heterogeneous populations of genetically close variants known as quasispecies. Next-generation sequencing (NGS) allows for analysing a large number of ... 详细信息
来源: 评论
Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers
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BMC BIOINFORMATICS 2010年 第1期11卷 1-12页
作者: Shepherd, Ross K. Meuwissen, Theo H. E. Woolliams, John A. Cent Queensland Univ Sch Informat & Commun Technol Rockhampton Qld 4702 Australia Norwegian Univ Life Sci Inst Anim & Aquacultural Sci N-1432 As Norway Univ Edinburgh Royal Dick Sch Vet Studies Roslin EH25 9PS Midlothian Scotland Univ Edinburgh Roslin Inst Roslin EH25 9PS Midlothian Scotland
Background: The information provided by dense genome-wide markers using high throughput technology is of considerable potential in human disease studies and livestock breeding programs. Genome-wide association studies... 详细信息
来源: 评论
A data-driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes
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JOURNAL OF CHEMOMETRICS 2023年 第4期37卷 e3471-e3471页
作者: Zhang, Miao Xu, Beike Zhou, Le Zheng, Hui Jie, Jing Zhejiang Univ Sci & Technol Sch Automation & Elect Engn Hangzhou Peoples R China Zhejiang Univ Sci & Technol Sch Automation & Elect Engn Hangzhou 310023 Peoples R China
Modeling high-dimensional dynamic processes is a challenging task. In this regard, probabilistic slow feature analysis (PSFA) is revealed to be advantageous for dynamic soft sensor modeling, which can extract slowly v... 详细信息
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Autoregressive double latent variables probabilistic model for higher-order dynamic process monitoring
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JOURNAL OF PROCESS CONTROL 2024年 141卷
作者: Ying, Ze Chang, Yuqing He, Yuchen Wang, Fuli Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Peoples R China Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China China Jiliang Univ Key Lab Intelligent Mfg Qual Big Data Tracing & An Hangzhou 310018 Peoples R China
The application of multivariate statistical analysis in process monitoring has emerged as a significant research topic, with a focus on consideration of data correlations. The present study investigates an anomaly det... 详细信息
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A Note on Parameters Estimation for Nonlinear Wiener Processes With Measurement Errors
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IEEE ACCESS 2019年 7卷 176756-176766页
作者: Tang, Shengjin Yu, Chuanqiang Sun, Xiaoyan Fan, Hongdong Si, Xiaosheng High Tech Inst Xian Xian 710025 Peoples R China
The nonlinear Wiener process has been widely used as a model for the degradation process. This note concerns parameters estimation of nonlinear Wiener processes with measurement errors (WPME) by the maximum likelihood... 详细信息
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Sparse Gaussian graphical mixture model
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Afrika Statistika 2016年 第2期11卷 1041-1059页
作者: Lotsi ANANI Ernst WIT
This paper considers the problem of networks reconstruction from heterogeneous data using a Gaussian Graphical Mixture Model (GGMM). It is well known that parameter estimation in this context is challenging due to lar... 详细信息
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Prediction of RNA Polymerase Binding Sites Using Purine-Pyrimidine Encoding and Hybrid Learning Methods
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International Journal of Applied Science and Engineering 2004年 第2期2卷 177-188页
作者: Cheng-Jian Lin Chun-Cheng Peng and Chi-Yung Lee Department of Computer Science and Information Engineering Chaoyang University of Technology bSchool of Computer Science and Information Systems University of London Department of Electronic Engineering Nan Kai College
Escherichia coli (E. coli) K12 was sequenced in 1997. The 4,639,221-base pair DNA sequence consists of 4288 annotated protein-coding genes, 38 percent of which have no attrib- uted function. One of the major problems ... 详细信息
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Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study
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COMPUTERS & INDUSTRIAL ENGINEERING 2021年 151卷 106983-106983页
作者: Cai, Baoping Fan, Hongyan Shao, Xiaoyan Liu, Yonghong Liu, Guijie Liu, Zengkai Ji, Renjie China Univ Petr Natl Engn Lab Offshore Geophys & Explorat Equipme Qingdao 266580 Shandong Peoples R China China Univ Petr Coll Mech & Elect Engn Qingdao 266580 Shandong Peoples R China Ocean Univ China Dept Mech & Elect Engn Qingdao 266100 Shandong Peoples R China
With the continuous improvement of the complexity and comprehensive level of the system, its reliability becomes more and more important. The remaining useful life (RUL) estimation method using the degradation model w... 详细信息
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Probabilistic principal component analysis for metabolomic data
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BMC BIOINFORMATICS 2010年 第1期11卷 571-571页
作者: Nyamundanda, Gift Brennan, Lorraine Gormley, Isobel Claire Univ Coll Dublin Sch Math Sci Dublin Ireland Univ Coll Dublin Conway Inst Sch Agr Food Sci & Vet Med Dublin Ireland
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique for analyzing metabolomic data. However,... 详细信息
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Nonlinear system identification with multiple and correlated scheduling variables *
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IFAC Proceedings Volumes 2013年 第32期46卷 319-324页
作者: Lei Chen Biao Huang Fei Liu Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education) Institute of Automation Jiangnan University Wuxi 214122 P.R. China Department of Chemical and Materials Engineering University of Alberta Edmonton AB T6G 2G6 Canada
This paper is concerned with identification of nonlinear systems with multiple and correlated scheduling variables. Multiple auto regressive exogenous (ARX) models are identified on different process operating conditi... 详细信息
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