GENERAL QUALITY RESEARCH
Unsupervised Topic Modeling Using Contrastive Learning
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Purpose: This study aims to propose an unsupervised topic modeling algorithm utilizing contrastive learning to overcome the limitations of existing methods.
Methods: The proposed algorithm incorporates contrastive learning into topic modeling and employs an end-to-end learning ... |
GENERAL QUALITY RESEARCH
Warranty Cost Analysis for a Two-dimensional System Using Copular Function
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Purpose: This study aims to propose a novel method for constructing a warranty cost analysis model using copula functions. It explores the properties of selected copula models and applies them to fit two-dimensional warranty data, thereby enhancing the modeling of dependent fail... |
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