Prediction of Deformation in Expansive Soil Landslides Utilizing AMPSO-SVR - Chen, Zi; Huang, Guanwen; Zhang, Yongzhi (Remote sensing (Basel, Switzerland), 2024)
Keywords: Adaptive sampling; Algorithms; AMPSO-SVR; Artificial neural networks; Back propagation networks; China; Deformation; Deformation effects; disaster preparedness; Disasters; displacement prediction; Emergency preparedness; expansive soil landslide; Expansive soils; Goodness of fit; hysteresis; Landslides; Landslides & mudslides; Machine learning; model validation; Monitoring; multiple driven factors; mutation; Neural networks; Noise prediction; Optimization; Particle swarm optimization; Polynomials; prediction; Predictions; Regression analysis; Regression models; Root-mean-square errors; soil; Support vector machines; Time lag; time lag effect; Time series; Trends; China