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Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models.

, , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 31 (10): 1729-1732 (2009)

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Breakpoint Detection Using Covariance Propagation., and . IEEE Trans. Pattern Anal. Mach. Intell., 20 (8): 845-851 (1998)Shape-Driven Three-Dimensional Watersnake Segmentation of Biological Membranes in Electron Tomography., and . IEEE Trans. Med. Imaging, 27 (5): 616-628 (2008)Fusion of visible and thermal images for facial expression recognition., , , , and . Frontiers Comput. Sci., 8 (2): 232-242 (2014)Deep Regression Bayesian Network and Its Applications., , and . CoRR, (2017)Facial Action Unit Recognition and Intensity Estimation Enhanced Through Label Dependencies., , and . IEEE Trans. Image Process., 28 (3): 1428-1442 (2019)Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems., and . ECSQARU, volume 6717 of Lecture Notes in Computer Science, page 158-169. Springer, (2011)Learning Bounded Tree-Width Bayesian Networks via Sampling., , and . ECSQARU, volume 9161 of Lecture Notes in Computer Science, page 387-396. Springer, (2015)Novel Eye Gaze Tracking Techniques Under Natural Head Movement., and . IEEE Trans. Biomed. Eng., 54 (12): 2246-2260 (2007)Latent regression Bayesian network for data representation., , and . ICPR, page 3494-3499. IEEE, (2016)Hybrid Markov Blanket discovery., and . ICPR, page 1653-1658. IEEE, (2016)