Blar i USN Open Archive på forfatter "Samui, Pijush"
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A New Approach of Hybrid Bee Colony Optimized Neural Computing for Estimation of Soil Compression Coefficient for Housing Construction Project
Samui, Pijush; Hoang, Nhat-Duc; Nhu, Viet Ha; Nguyen, My-Linh; Ngo, Phuong Thao; Tien Bui, Dieu (Peer reviewed; Journal article, 2019)In the design phase of housing projects, predicting the settlement of soil layers beneath the buildings requires the estimation of the coefficient of soil compression. This study proposes a low-cost, fast, and reliable ... -
A New Integrated Approach Based on the Iterative Super-Resolution Algorithm and Expectation Maximization for Face Hallucination
Lakshminarayanan, K; Santhana Krishnan, R; Golden Julie, E; Robinson, Yesudhas Harold; Kumar, Raghvendra; Son, Le Hoang; Hung, Trinh Xuan; Samui, Pijush; Ngo, Phuong Thao Thi; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)This paper proposed and verified a new integrated approach based on the iterative super-resolution algorithm and expectation-maximization for face hallucination, which is a process of converting a low-resolution face image ... -
A Novel GIS-Based Random Forest Machine Algorithm for the Spatial Prediction of Shallow Landslide Susceptibility
Dang, Viet-Hung; Hoang, Nhat-Duc; Nguyen, Le-Mai-Duyen; Tien Bui, Dieu; Samui, Pijush (Peer reviewed; Journal article, 2020)This study developed and verified a new hybrid machine learning model, named random forest machine (RFM), for the spatial prediction of shallow landslides. RFM is a hybridization of two state-of-the-art machine learning ...