Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression - Ma, Yafei; He, Yu; Wang, Lei; Zhang, Jianren (Probabilistic engineering mechanics, 2022)
Keywords: Artificial neural networks; Correlation coefficients; Data reconstruction; Gaussian process; Gaussian process regression; Kernel functions; Machine learning; Missing data; Network reliability; Neural networks; Nonlinear response; Normal distribution; Probability distribution; Probability theory; Reconstruction; Reliability analysis; Reliability engineering; Sensor failure; Sensors; Spatial data; Spatiotemporal correlation; Spatiotemporal data; Statistical analysis; Stochastic processes; Structural reliability; Vector spaces; Gaussian process regression; Sensor failure; Spatiotemporal correlation; Data reconstruction