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MCMC implementation of the optimal Bayesian classifier for non-Gaussian models: model-based RNA-Seq classification

by Knight, Jason M, Ivanov, Ivan, Dougherty, Edward R
Published in BMC bioinformatics (10.12.2014)

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Sequential Monte Carlo-guided ensemble tracking

by Wang, Yuru, Liu, Qiaoyuan, Jiang, Longkui, Yin, Minghao, Wang, Shengsheng
Published in PloS one (11.04.2017)

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Quantitative utilization of prior biological knowledge in the Bayesian network modeling of gene expression data

by Gao, Shouguo, Wang, Xujing
Published in BMC bioinformatics (31.08.2011)

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Combining feature spaces for classification

by Damoulas, Theodoros, Girolami, Mark A.
Published in Pattern recognition (01.11.2009)

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Predicting Hematoma Expansion after Spontaneous Intracranial Hemorrhage Through a Radiomics Based Model

by Seymour, Samantha E, Rava, Ryan A, Swetz, Dennis J, Monteiro, Andre, Baig, Ammad, Schultz, Kurt, Snyder, Kenneth V, Waqas, Muhammad, Davies, Jason M, Levy, Elad I, Siddiqui, Adnan H, Ionita, Ciprian N
Published in Medical Imaging 2022: Computer-Aided Diagnosis (01.01.2022)

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Bayesian Classification of Proteomics Biomarkers from Selected Reaction Monitoring Data using an Approximate Bayesian Computation-Markov Chain Monte Carlo Approach

by Nagaraja, Kashyap, Braga-Neto, Ulisses
Published in Cancer informatics (01.01.2018)

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Fast and robust Bayesian inference using Gaussian processes with GPry

by El Gammal, Jonas, Schöneberg, Nils, Torrado, Jesús, Fidler, Christian
Published in Journal of cosmology and astroparticle physics (01.10.2023)

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Supervised Learning Techniques for Detection of Underwater Acoustic Sources

by Prasad, Sanjana K. R., Gurugopinath, Sanjeev
Published in 2022 2nd International Conference on Intelligent Technologies (CONIT) (24.06.2022)

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Conference Proceeding

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Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach

by Ye, Changkun, Tsuchida, Russell, Petersson, Lars, Barnes, Nick
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (03.01.2024)

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