Blar i USN Open Archive på forfatter "Gör, Mesut"
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Predicting Slope Stability Failure through Machine Learning Paradigms
Tien Bui, Dieu; Moayedi, Hossein; Gör, Mesut; Jaafari, Abolfazl; Foong, Loke Kok (Peer reviewed; Journal article, 2019)In this study, we employed various machine learning-based techniques in predicting factor of safety against slope failures. Different regression methods namely, multi-layer perceptron (MLP), Gaussian process regression ... -
The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes
Moayedi, Hossein; Tien Bui, Dieu; Gör, Mesut; Pradhan, Biswajeet; Jaafari, Abolfazl (Journal article; Peer reviewed, 2019)In this paper, a neuro particle-based optimization of the artificial neural network (ANN) is investigated for slope stability calculation. The results are also compared to another artificial intelligence technique of a ...