IEEE

Efficient Uncertainty Quantification using sensitivity information in Least Squares SVM

Abstract: This paper proposes a method to use the sensitivity information for efficient uncertainty quantification using the Least Squares-Support Vector Machine (LS-SVM) framework. The inclusion of ...
IEEE

Interpretable PCA and SVM-Based Leak Detection Algorithm for Identifying Water Leakage Using SAR-Derived Moisture Content and InSAR Closure Phase

Abstract: The sewer/water leakage has become a worldwide concern. Conventional field measurement method is cost-consuming and time-inefficient, and deep learning (DL)-based method is not readily to be ...