Data driven design optimisation: an empirical study of demand discovery combining theory of planned behaviour and Bayesian networks.

Authors: Liu, Yitian¹ (AUTHOR) 245780922@qq.com, Hu, Kang¹ (AUTHOR), Zhou, Ruifeng² (AUTHOR), Ai, Xianfeng¹ (AUTHOR), Chen, Yunqing³ (AUTHOR)

Source: International Journal of Production Research. Jul2024, Vol. 62 Issue 13, p4696-4716. 21p.

Subject Terms: *Bayesian analysis, *Empirical research, Planned behavior theory, Control (Psychology), Behavioral assessment

Bayesian Analysis of Combustion Kinetic Models for Ammonia-Hydrogen Fuel Blends Using Artificial Neural Networks.

Authors: Wang, Guanyu¹ guanyu.wang@ptb.de, Wang, Fan², Jones, Michael³, Nadiri, Solmaz¹

Source: EPJ Web of Conferences. 4/7/2025, Vol. 323, p1-6. 6p.

Subject Terms: *BAYESIAN analysis, *ANALYTICAL mechanics, *FUEL cells, *ARTIFICIAL neural networks, *NITRIC oxide

Kappa model for analyzing lifetime data with MCMC.

Authors: Al-Shomrani, Ali A.¹ (AUTHOR) email2aaalshomrani@yahoo.com

Source: Discover Analytics. 4/7/2025, Vol. 3 Issue 1, p1-16. 16p.

Subject Terms: *Markov chain Monte Carlo, *Bayesian analysis, *Bayes' estimation, *Parameter estimation, Bladder cancer, Statistical models, Confidence intervals, Survival analysis (Biometry)

Trend-Cycle Decomposition and Forecasting Using Bayesian Multivariate Unobserved Components.

Authors: Jahan-Parvar, Mohammad R.¹, Knipp, Charles¹, Szerszeń, Paweł J.¹ pawel.j.szerszen@frb.gov

Source: Working Papers: U.S. Federal Reserve Board's Finance & Economic Discussion Series. Dec2024, p1-26. 28p.

Subject Terms: *Bayesian analysis, *Macroeconomics, *Financial databases, Maximum likelihood statistics, Statistical models

Classification of patients with lithium-treated bipolar disorder based on gene expression: Dirichlet Bayesian network model.

Authors: Salari, Nader^1,2 (AUTHOR) n_s_514@yahoo.com, Pilangorgi, Sahar Souri³ (AUTHOR) saharsouri66@gmail.com, Almasi, Afshin¹ (AUTHOR) afshin_alm@yahoo.com, Shahsavari, Soodeh^1,4 (AUTHOR) soodeh_shahsavari@yahoo.com, Fournier, Andrew J.⁵ (AUTHOR) afournier2@my.gcu.edu

Source: Egyptian Journal of Medical Human Genetics. 4/7/2025, Vol. 26 Issue 1, p1-10. 10p.

Subject Terms: *RANDOM forest algorithms, *BAYESIAN analysis, *RECEIVER operating characteristic curves, *BIOMETRY, *MATHEMATICAL statistics

Minimum uncertainty as Bayesian network model selection principle.

Authors: Gogoshin, Grigoriy¹ (AUTHOR) ggogoshin@coh.org, Rodin, Andrei S.¹ (AUTHOR) arodin@coh.org

Source: BMC Bioinformatics. 4/8/2025, Vol. 26 Issue 1, p1-26. 26p.

Subject Terms: *LIFE sciences, *BAYESIAN analysis, *STATISTICAL sampling, *SYSTEMS biology, *COMPUTATIONAL biology

The augmentative efficacy of second-generation anti-psychotics (SGA) to anti-depressants in treating treatment-resistant depression: a network meta-regression analysis.

Authors: Bai, Binru¹ (AUTHOR) baibinru0903@163.com, Li, Yuwei¹ (AUTHOR), Chen, Xi^2,3 (AUTHOR), Huang, Jinsong¹ (AUTHOR), Chen, Qiaoling¹ (AUTHOR), Du, Xinyuan⁴ (AUTHOR), Huang, Chengfang⁵ (AUTHOR), Yang, Yi⁶ (AUTHOR)

Source: BMC Psychiatry. 4/5/2025, Vol. 25 Issue 1, p1-20. 20p.

Subject Terms: *BAYESIAN analysis, *ARIPIPRAZOLE, *ANTIDEPRESSANTS, *ANTIPSYCHOTIC agents, *MENTAL depression

Reliability analysis of subsea pipeline system based on fuzzy polymorphic bayesian network.

Authors: Liu, Chao^1,2 (AUTHOR), Zhou, Chuankun² (AUTHOR), Wang, Hongyan^1,2 (AUTHOR) B20040002@s.upc.edu.cn, Liu, Shenyu¹ (AUTHOR), Cui, Junguo² (AUTHOR), Zhao, Wenbo¹ (AUTHOR), Liu, Shichao¹ (AUTHOR), Tan, Liping³ (AUTHOR), Xiao, Wensheng² (AUTHOR), Chen, Yaqi⁴ (AUTHOR)

Source: Scientific Reports. 4/4/2025, Vol. 15 Issue 1, p1-15. 15p.

Subject Terms: *BAYESIAN analysis, *ENGINEERING reliability theory, *FAULT trees (Reliability engineering), *SYSTEM failures, *FAILED states, *AMBIGUITY

Using Bayes factors to limit forensic testimony to forensics: composite hypotheses.

Authors: Kadane, Joseph B.¹ (AUTHOR) kadane@stat.cmu.edu, Nordgaard, Anders² (AUTHOR)

Source: Australian Journal of Forensic Sciences. Apr2025, Vol. 57 Issue 2, p245-261. 17p.

Subject Terms: *CRIMINAL procedure, *BAYESIAN analysis, *DNA analysis, *FACTOR analysis, *LEGAL evidence

Bayesian Belief Network Analysis for Chinese Off-Site Manufacturing Risk.

Authors: Zhang, Lin¹, Hou, Yanan², hhouyn@chd.edu.cn

Source: Buildings (2075-5309); Apr2025, Vol. 15 Issue 7, p1138, 18p

Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models.

Authors: Lin, Peng¹, linpeng@cueb.edu.cn, Neil, Martin², m.neil@qmul.ac.uk, Fenton, Norman², n.fenton@qmul.ac.uk

Source: ACM Transactions on Knowledge Discovery from Data; Apr2025, Vol. 19 Issue 3, p1-28, 28p

Hybrid intelligence failure analysis for industry 4.0: a literature review and future prospective.

Authors: Mokhtarzadeh, Mahdi^1,2, mahdi.mokhtarzadeh@ugent.be, Rodríguez-Echeverría, Jorge^1,2,3, Jorge.RodriguezEcheverria@UGent.be, Semanjski, Ivana^1,2, Ivana.Semanjski@UGent.be, Gautama, Sidharta^1,2, sidharta.gautama@ugent.be

Source: Journal of Intelligent Manufacturing; Apr2025, Vol. 36 Issue 4, p2309-2334, 26p

Markov processes in Bayesian network computation.

Authors: Shayakhmetova, Assem¹, asemshayakhmetova@mail.ru, Tasbolatuly, Nurbolat^2,3, tasbolatuly@gmail.com, Akhmetova, Ardak¹, ardak_66@mail.ru, Abdildayeva, Assel¹, asselabdildayeva5@gmail.com, Shurenov, Marat⁴, iskendirmk@mail.ru, Sultangaziyeva, Anar¹, anara77777@mail.ru

Source: International Journal of Electrical & Computer Engineering (2088-8708); Apr2025, Vol. 15 Issue 2, p2181-2191, 11p

Factors influencing the incidence of early gastric cancer: a bayesian network analysis.

Authors: Li, Ruiyu¹ (AUTHOR), Yang, Taiming² (AUTHOR), Dong, Zi² (AUTHOR), Gao, Yin¹ (AUTHOR), Li, Nan¹ (AUTHOR), Song, Ting¹ (AUTHOR), Sun, Jinshu² (AUTHOR), Chen, Ying¹ (AUTHOR) chenying2128@126.com

Source: BMC Gastroenterology. 3/21/2025, Vol. 25 Issue 1, p1-11. 11p.

Subject Terms: *DISEASE risk factors, *BAYESIAN analysis, *MEDICAL sciences, *STOMACH cancer, *EARLY detection of cancer

Effect of different maneuvers of repositioning on benign paroxysmal vertigo: a network meta-analysis.

Authors: Si, Nannan¹ (AUTHOR) cw262@163.com, Liu, MengYuan² (AUTHOR), Chang, Wei¹ (AUTHOR)

Source: BMC Neurology. 3/17/2025, Vol. 25 Issue 1, p1-10. 10p.

Subject Terms: *BAYESIAN analysis, *WEB databases, *SCIENCE databases, *DATABASES, *VERTIGO

Reduced anticoagulation targets in extracorporeal life support (RATE): protocol for a pre-planned secondary Bayesian analysis of the rate trial.

Authors: van Minnen, Olivier¹ (AUTHOR) o.van.minnen@umcg.nl, Linde, Maximilian² (AUTHOR), Oude Lansink-Hartgring, Annemieke¹ (AUTHOR), van den Boogaard, Bas³ (AUTHOR), Bunge, Jeroen J. H.⁴ (AUTHOR), Delnoij, Thijs S. R.⁵ (AUTHOR), Elzo Kraemer, Carlos V.⁶ (AUTHOR), Kuijpers, Marijn⁷ (AUTHOR), Maas, Jacinta J.⁶ (AUTHOR), de Metz, Jesse³ (AUTHOR), van de Poll, Marcel⁵ (AUTHOR), dos Reis Miranda, Dinis⁴ (AUTHOR), Vlaar, Alexander P. J.⁸ (AUTHOR), van Ravenzwaaij, Don⁹ (AUTHOR), van den Bergh, Walter M.¹ (AUTHOR)

Source: Trials. 3/15/2025, Vol. 26 Issue 1, p1-5. 5p.

Subject Terms: *EXTRACORPOREAL membrane oxygenation, *BAYESIAN analysis, *SECONDARY analysis, *SENSITIVITY analysis, *ANTICOAGULANTS

Research Progress of Machine Learning in Deep Foundation Pit Deformation Prediction.

Authors: Wang, Xiang^1,2, Qin, Zhichao^1,2, Bai, Xiaoyu^1,3, Hao, Zengming¹, Yan, Nan^1,2, yannan0527@163.com, Han, Jianyong³

Source: Buildings (2075-5309); Mar2025, Vol. 15 Issue 6, p852, 26p

Risk Analysis of Service Slope Hazards for Highways in the Mountains Based on ISM-BN.

Authors: Liu, Haojun¹, Zha, Xudong^1,2, zhaxd410@163.com, Yin, Yang^1,2

Source: Applied Sciences (2076-3417); Mar2025, Vol. 15 Issue 6, p2975, 18p

Prediction of Blast Furnace Gas Generation Based on Bayesian Network.

Authors: Wu, Zitao¹ (AUTHOR), Wu, Dinghui¹ (AUTHOR) wdh123@jiangnan.edu.cn

Source: Energies (19961073). Mar2025, Vol. 18 Issue 5, p1182. 15p.

Subject Terms: *BAYESIAN analysis, *GAS furnaces, *BLAST furnaces, *STEEL mills, *FORECASTING

Superior probabilistic computing using operationally stable probabilistic-bit constructed by a manganite nanowire.

Authors: Wang, Yadi^1,2 (AUTHOR), Chen, Bin^1,2 (AUTHOR), Gao, Wenping^1,2 (AUTHOR), Ye, Biying^1,2 (AUTHOR), Niu, Chang^1,2 (AUTHOR), Wang, Wenbin^1,3,4,5 (AUTHOR), Zhu, Yinyan^1,4,5 (AUTHOR), Yu, Weichao^1,4 (AUTHOR), Guo, Hangwen^1,3,4,5 (AUTHOR), Shen, Jian^1,2,3,4,5,6 (AUTHOR)

Source: National Science Review. Mar2025, Vol. 12 Issue 3, p1-9. 9p.

Subject Terms: *RANDOM number generators, *BAYESIAN analysis, *ERROR probability, *BAYESIAN field theory, *TRANSITION temperature