Data-driven methods based on samples from a supervisory control and data acquisition system have been widely applied in water-supply-network burst detection to save unexpected economic labor costs. However, the class imbalance problem actual on-site monitoring needs be revised improve performance of data-driven methods. In this study, we proposed domain adaptation method generate minor-category...