WebDec 1, 2024 · A semi-“smart predict then optimize” (semi-SPO) method for efficient ship inspection. 1. Introduction. Maritime transportation forms the backbone of international trade ( Ng, 2015; Dong et al., 2015; Chen et al., 2016; Lee and Song, 2024; Yu et al., 2024 ). According to the report of European Maritime Safety Agency, there were 3174 ship ... WebApr 13, 2024 · Visualizing this understanding below, based on the data (a), we can observe how various methods are able to capture anomalies. A paper on deep semi-supervised anomaly detection proposed these observations and visualizations. Unsupervised (b) learns the data space of the “normal” data comprehensively, and the abnormal data region has …
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