Attention-Driven Hybrid Ensemble Approach With Bayesian Optimization for Accurate Energy Forecasting in Jeju Island’s Renewable Energy System by Muhammad Ali Iqbal, Joon-Min Gil, Soo Kyun Kim

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Extropy estimation of Weibull distribution under upper records by Nour El Houda Zouaoui

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The stability of Vietnamese commercial banks - Does liquidity creation matter? by Linh Thi My Nguyen, Oanh Thi Kim Tran

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Spatial Distribution and Determinants of Nonautonomy on Decision Regarding Contraceptive Utilization among Married Reproductive-Age Women in Ethiopia: Spatial and Bayesian Multilevel Analysis by Setognal Birara Aychiluhm, Kusse Urmale Mare, Mequannent Sharew Melaku, Abay Woday Tadesse

“…A weighted sample of 3,668 married reproductive-age women currently using contraceptives was included in this analysis. Bayesian multilevel logistic regression models were fitted to identify the determinants of women’s nonautonomy on contraceptive utilization. …”
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Comparison of Different Molecular Weights of Intra-Articular Hyaluronic Acid Injections for Knee Osteoarthritis: A Level I Bayesian Network Meta-Analysis by Filippo Migliorini, Nicola Maffulli, Cornelis Hindriks Nijboer, Gaetano Pappalardo, Mario Pasurka, Marcel Betsch, Joshua Kubach

“…<b>Background:</b> The present Bayesian network meta-analysis compared the efficacy of intra-articular injections of different molecular weights of hyaluronic acid (HA) in patients with knee osteoarthritis. …”
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Reconstruction of Exposure to m-Xylene from Human Biomonitoring Data Using PBPK Modelling, Bayesian Inference, and Markov Chain Monte Carlo Simulation by Kevin McNally, Richard Cotton, John Cocker, Kate Jones, Mike Bartels, David Rick, Paul Price, George Loizou

“…We investigated the integration of physiologically based pharmacokinetic modelling, global sensitivity analysis, Bayesian inference, and Markov chain Monte Carlo simulation to obtain a population estimate of inhalation exposure to m-xylene. …”
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Systematic review and bayesian network meta-analysis: comparative efficacy and safety of six commonly used biologic therapies for moderate-to-severe Crohn’s disease by Haohang Su, Haohang Su, Shengwei Xiao, Zhiqing Liang, Zhiqing Liang, Tianrong Xun, Jinfang Zhang, Jinfang Zhang, Xixiao Yang, Xixiao Yang

Subjects: “…bayesian network meta-analysis…”
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DOA Estimation for a Mixture of Uncorrelated and Coherent Sources Based on Hierarchical Sparse Bayesian Inference with a Gauss-Exp-Chi2 Prior by Pinjiao Zhao, Weijian Si, Guobing Hu, Liwei Wang

“…Direction of arrival (DOA) estimation algorithms based on sparse Bayesian inference (SBI) can effectively estimate coherent sources without recurring to extra decorrelation techniques, and their estimation performance is highly dependent on the selection of sparse prior. …”
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How does individualised physiotherapy work for people with low back pain? A Bayesian Network analysis using randomised controlled trial data. by Bernard X W Liew, Jon J Ford, Marco Scutari, Andrew J Hahne

“…Sequences of variables in the Bayesian Network showed the most common direct and indirect recovery pathways followed by participants with low back pain receiving individualised physiotherapy versus advice.…”
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Temporal shifts in dengue epidemic in Guangdong Province before and during the COVID-19 pandemic: a Bayesian model study from 2012 to 2022. by Jiaqing Xu, Xiaohua Tan, Yi Quan, Dexin Gong, Hui Deng, Jianguo Zhao, Xing Huang, Yingtao Zhang, Zhoupeng Ren, Zuhua Rong, Weilin Zeng, Xing Li, Wenyuan Zheng, Shu Xiao, Jianpeng Xiao, Meng Zhang

“…Based on the counterfactual framework, we constructed the Bayesian structural time series (BSTS) model to capture the epidemic trends of dengue.…”
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Comparative efficacy and safety of 20 intravenous pharmaceutical intervention for prevention of etomidate-induced myoclonus: a systematic review and Bayesian network meta-analysis by Lu Chen, Lu Chen, Pengxiang Zhou, Pengxiang Zhou, Zhengqian Li, Ziyang Wu, Suodi Zhai, Suodi Zhai

Subjects: “…Bayesian analysis…”
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Beyond Microbial Variability: Disclosing the Functional Redundancy of the Core Gut Microbiota of Farmed Gilthead Sea Bream from a Bayesian Network Perspective by Federico Moroni, Fernando Naya-Català, Ahmed Ibrahem Hafez, Ricardo Domingo-Bretón, Beatriz Soriano, Carlos Llorens, Jaume Pérez-Sánchez

“…To overcome this limitation, in this study, fish intestinal microbiota was analyzed through a meta-analysis, identifying the core microbiota and constructing stochastic Bayesian network (BN) models with SAMBA. We combined three experiments performed with gilthead sea bream juveniles of the same hatchery batch, reared at the same season/location, and fed with diets enriched on processed animal proteins (PAP) and other alternative ingredients (NOPAP-PP, NOPAP-SCP). …”
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Infectious disease phylodynamics with occurrence data by Leo A. Featherstone, Francesca Di Giallonardo, Edward C. Holmes, Timothy G. Vaughan, Sebastián Duchêne

Subjects: “…Bayesian statistics…”
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Design and implementation of spam filtering system based on topic model by Xiaohuai KOU, Hua CHENG

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A spatiotemporal optimization engine for prescribed burning in the Southeast US by Reetam Majumder, Adam J. Terando, J. Kevin Hiers, Jaime A. Collazo, Brian J. Reich

Subjects: “…Bayesian inference…”
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Parameter uncertainties for imperfect surrogate models in the low-noise regime by Thomas D Swinburne, Danny Perez

Subjects: “…Bayesian methods…”
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Influencing factors of occupational stress and health effect among grassroots medical and health personnel in Xiong’an New Area, Hebei Province based on Bayesian network by Huixia LI, Junqin ZHAO, Lixin YANG, Qiuying DONG, Jinmei SHI, Jianguo LI, Chunxiang ZHAO, Yan GAO

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Fedratinib combined with ropeginterferon alfa-2b in patients with myelofibrosis (FEDORA): study protocol for a multicentre, open-label, Bayesian phase II trial by Graham McIlroy, Charlotte Gaskell, Aimee Jackson, Emily Yafai, Rachel Tasker, Catherine Thomas, Sonia Fox, Rebecca Boucher, Fitsum Ghebretinsea, Claire Harrison, Adam J. Mead, Mary Frances McMullin

“…Methods FEDORA is a single arm, multicentre, open-label, Bayesian phase II trial to assess tolerability, safety, and activity of fedratinib with ropeginterferon alfa-2b aiming to recruit 30 patients. …”
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Silent cerebral lesions after catheter ablation for atrial fibrillation using cryoballoon, hotballoon, laserballoon and radiofrequency catheters: a Bayesian network meta-analysis by Tiantian Zheng, Youjin Kong, Li Wu, Chenxia Wu, Chenxia Wu, Wei Mao, Wei Mao, Xinbin Zhou, Xinbin Zhou

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Bayesian Regularized Neural Network Model Development for Predicting Daily Rainfall from Sea Level Pressure Data: Investigation on Solving Complex Hydrology Problem by Lu Ye, Saadya Fahad Jabbar, Musaddak M. Abdul Zahra, Mou Leong Tan

“…Five advanced AI algorithms such as extreme learning machine (ELM), Bayesian regularized neural networks (BRNNs), Bayesian additive regression trees (BART), extreme gradient boosting (xgBoost), and hybrid neural fuzzy inference system (HNFIS) were used considering the complex relationship of rainfall with sea level pressure. …”
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