Purpose: The purpose of this study was to develop a multivariate time series anomaly detection model that distinguishes between periodic and non-periodic variables and processes them using dedicated architectures to improve anomaly detection performance.
Methods: PDCM first app...
Purpose: This study investigated how innovation resistance factors and trust deficit factors influence the lack of trust in wearable-based AI sleep coaching features and how such lack of trust affects discontinuance intention.
Methods: Based on Innovation Resistance Theory and ...
Purpose: The AIAG MSA manual presents Gage R&R study designs using multiple parts and repeated measurements, with 10 parts commonly used in its examples. However, securing sufficient parts is often impractical for automated measurement systems (Type 3), particularly in high-valu...
Purpose: In multi-stage manufacturing, quality rarely stems from a single operation. It arises from the interaction of equipment routing and continuous conditions such as residence time. Conventional association rule mining is interpretable but confined to categorical conditions...
