Blar i USN Open Archive på forfatter "Dounis, Anastasios"
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Development of Two Novel Hybrid Prediction Models Estimating Ultimate Bearing Capacity of the Shallow Circular Footing
Moayedi, Hossein; Kalantar, Bahareh; Dounis, Anastasios; Tien Bui, Dieu; Foong, Loke Kok (Peer reviewed; Journal article, 2019)In the present work, we employed artificial neural network (ANN) that is optimized with two hybrid models, namely imperialist competition algorithm (ICA) as well as particle swarm optimization (PSO) in the case of the ... -
A Novel Application of League Championship Optimization (LCA): Hybridizing Fuzzy Logic for Soil Compression Coefficient Analysis
Moayedi, Hossein; Tien Bui, Dieu; Dounis, Anastasios; Ngo, Phuong Thao Thi (Peer reviewed; Journal article, 2020)Employing league championship optimization (LCA) technique for adjusting the membership function parameters of the adaptive neuro-fuzzy inference system (ANFIS) is the focal objective of the present study. The mentioned ... -
Novel Nature-Inspired Hybrids of Neural Computing for Estimating Soil Shear Strength
Moayedi, Hossein; Tien Bui, Dieu; Dounis, Anastasios; Foong, Loke Kok; Kalantar, Bahareh (Peer reviewed; Journal article, 2019)This paper focuses on the prediction of soil shear strength (SSS), which is one of the most fundamental parameters in geotechnical engineering. Consisting of 12 influential factors, namely depth of sample, percentage of ... -
Predicting Heating Load in Energy-Efficient Buildings Through Machine Learning Techniques
Moayedi, Hossein; Tien Bui, Dieu; Dounis, Anastasios; Lyu, Zongjie; Foong, Loke Kok (Peer reviewed; Journal article, 2019)The heating load calculation is the first step of the iterative heating, ventilation, and air conditioning (HVAC) design procedure. In this study, we employed six machine learning techniques, namely multi-layer perceptron ...