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1.BFDCA: A Comprehensive Tool of Using Bayes Factor for Differential Co-Expression Analysis

作者：Duolin Wang¹ ; ² ; Juexin Wang² ; Yuexu Jiang¹ ; ² ; Yanchun Liang¹ ; ² ; Dong Xu¹ ; ² ; ^{xudong@missouri.edu}

关键词：DC ; differential co-expression ; DE ; differential expression ; BFDCA ; Bayes Factor approach for Differential Co-expression Analysis ; WGCNA ; Weighted Gene Coexpression Network Analysis ; ALL ; acute lymphoblastic leukemia ; LOOCV ; leave-one-out cross-validation ; GO ; gene ontology ; ER ; estrogen receptors ; GEO ; gene expression omnibus

刊名：Journal of Molecular Biology

出版年：2017

2.A Bayesian procedure for evaluating the frequency of calibration factor updates in highway safety manual (HSM) applications

作者：Dibakar Saha ; Ph.D.^a ; ^{dsaha003@fiu.edu} ; ^{debubuet111@gmail.com} (Research Associate) ; Priyanka Alluri ; Ph.D. ; P.E.^b ; ^{palluri@fiu.edu} (Assistant Professor) ; Albert Gan ; Ph.D.^a ; ^gana@fiu.edu (Professor)

关键词：Highway Safety Manual ; Calibration factor ; Bayesian estimation ; Marcov chain Monte Carlo ; Gibbs sampling ; Region of practical equivalence

刊名：Accident Analysis & Prevention

出版年：2017

3.Bayesian operational modal analysis and Markov chain Monte Carlo-based model updating of a factory building

作者：Heung-Fai Lam ; ^{paullam@cityu.edu.hk} ; Jun Hu ; Jia-Hua Yang

关键词：Bayesian operational modal analysis ; Ambient vibration test ; Bayesian model updating ; Bayesian model class selection ; Markov chain Monte Carlo simulation

刊名：Engineering Structures

出版年：2017

4.Inference of Environmental Factor-Microbe and Microbe-Microbe Associations from Metagenomic Data Using a Hierarchical Bayesian Statistical Model

作者：Yuqing Yang¹ ; ² ; Ning Chen¹ ; ^{ningchen@tsinghua.edu.cn} ; Ting Chen¹ ; ² ; ³ ; ⁴ ; ^{tingchen@tsinghua.edu.cn}

关键词：metagenomics ; environmental factor-microbe associations ; OTU-OTU associations ; microbe-microbe associations ; hierarchical Bayesian statistical model ; Lognormal-Dirichlet-Multinomial model ; compositional bias ; 16S rRNA sequencing

刊名：Cell Systems

出版年：2017

5.A Bayesian network assessment of macroinvertebrate responses to nutrients and other factors in streams of the Eastern Corn Belt Plains, Ohio, USA

作者：Douglas B. McLaughlin^a ; ^{dmclaughlin@ncasi.org} ; Kenneth H. Reckhow^b ; ^{Reckhow@duke.edu}

关键词：Bayesian network models ; Nutrients ; Water quality ; Macroinvertebrates ; Habitat quality ; Cause and effect

刊名：Ecological Modelling

出版年：2017

6.Bayesian testing for short term interest rate models

作者：Yonghui Zhang^a ; Zhongtian Chen^b ; Yong Li ; ¹ ; ^b ; ^{gibbsli@ruc.edu.cn}

关键词：Bayes factor ; χ2 test ; Markov Chain Monte Carlo (MCMC) ; Short-term interest rate models ; Hypothesis testing

刊名：Finance Research Letters

出版年：2017

7.Low complexity sparse Bayesian learning using combined belief propagation and mean field with a stretched factor graph

作者：Chuanzong Zhang^a ; ^b ; ^{ieczzhang@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Zhengdao Yuan^c ; ^d ; ^{yuan_zhengdao@foxmail.com" class="auth_mail" title="E-mail the corresponding author} ; Zhongyong Wang^a ; ^{iezywang@zzu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; Qinghua Guo^e ; ^f ; ^{qguo@uow.edu.au" class="auth_mail" title="E-mail the corresponding author}

关键词：Sparse Bayesian learning ; Message passing ; Belief propagation ; Mean field

刊名：Signal Processing

出版年：2017

8.Behavioral determinants towards enhancing construction waste management: A Bayesian Network analysis

作者：Amal Bakshan ; ^{ahb15@mail.aub.edu} ; ^{amal.bakshan@gmail.com} ; Issam Srour ; Ghassan Chehab ; Mutasem El-Fadel ; Jalal Karaziwan

关键词：Sustainability ; Construction Waste Management ; Worker behavior ; Bayesian Network

刊名：Resources, Conservation and Recycling

出版年：2017

9.Bayesian network-based Virtual Machines consolidation method

作者：Zhihua Li^a ; ^{zhli@jiangnan.edu.cn}Author Vitae ; Chengyu Yan^aAuthor Vitae ; Xinrong Yu^aAuthor Vitae ; Ning Yu^bAuthor Vitae

关键词：Virtual Machines consolidation ; Estimation model ; Virtual Machine migration ; Bayesian network

刊名：Future Generation Computer Systems

出版年：2017

10.Enhancing human performance in ship operations by modifying global design factors at the design stage

作者：Jakub Montewka^a ; ^b ; ^c ; ; Floris Goerlandt^a ; Gemma Innes-Jones^d ; Douglas Owen^d ; Yasmine Hifi^e ; Romanas Puisa^e

关键词：Human performance ; Ship design ; Collision ; Grounding ; Bayesian Belief Networks

刊名：Reliability Engineering & System Safety

出版年：2017

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