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Keywords: Multi-task learning
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Journal Articles
Multi-task Bayesian network learning with heterogeneous data mode for root cause analysis in multi-variety small-batch manufacturing
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International Journal of Quality & Reliability Management (2026) 43 (3): 904–929.
Published: 09 December 2025
.... Specifically, the problem is cast as a multi-task learning formulation over a family of Bayesian networks (BNs), each corresponding to a distinct product variety. A distribution-adaptive data augmentation strategy is first employed to construct task-specific datasets. Then, considering prior domain knowledge...
