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Efficient search for relevance explanations using MAP-independence in Bayesian networks.

, , , and . Int. J. Approx. Reason., (September 2023)

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New Structures for Conditional Probability Tables., and . Probabilistic Graphical Models, (2002)Towards Gaussian Bayesian Network Fusion., , and . ECSQARU, volume 9161 of Lecture Notes in Computer Science, page 519-528. Springer, (2015)Clustering of Data Streams With Dynamic Gaussian Mixture Models: An IoT Application in Industrial Processes., , and . IEEE Internet of Things Journal, 5 (5): 3533-3547 (2018)Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment., , , and . ML4CPS, page 17-24. Springer, (2016)Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons., , , , and . Neuroinformatics, 14 (4): 453-464 (2016)Classification of neural signals from sparse autoregressive features., , and . Neurocomputing, (2013)Multi-Dimensional Classification with Super-Classes., , and . IEEE Trans. Knowl. Data Eng., 26 (7): 1720-1733 (2014)Regularized logistic regression without a penalty term: An application to cancer classification with microarray data., , and . Expert Syst. Appl., 38 (5): 5110-5118 (2011)Semi-supervised projected model-based clustering., , , and . Data Min. Knowl. Discov., 28 (4): 882-917 (2014)Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach., , , , and . Artif. Intell. Medicine, 58 (3): 195-202 (2013)