Bayesian-Based Hyperparameter Optimization of 1D-CNN for Structural Anomaly Detection - Li, Xiaofei; Guo, Hainan; Xu, Langxing; Xing, Zezheng (Sensors (Basel, Switzerland), 2023)
Keywords: 1-D convolutional neural network; Accuracy; Analysis; Bayesian optimization algorithm; Big data; decision-level fusion; Deep learning; Identification; Measuring instruments; Neural networks; Optimization algorithms; Sensors; structural anomaly detection; vibration signals; Wavelet transforms; structural anomaly detection; 1-D convolutional neural network; Bayesian optimization algorithm; decision-level fusion; vibration signals