Browsing USN Open Archive by Author "Ngo, Phuong Thao Thi"
Now showing items 1-6 of 6
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Analysis of Outbreak and Global Impacts of the COVID-19
Priyadarshini, Ishaani; Mohanty, Pinaki; Kumar, Raghvendra; Son, Le Hoang; Chau, Hoang Thi Minh; Nhu, Viet-Ha; Ngo, Phuong Thao Thi; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)Corona viruses are a large family of viruses that are not only restricted to causing illness inhumans but also affect animals such as camels, cattle, cats, and bats, thus affecting a large group ofliving species. The ... -
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 New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data
Nguyen, Viet-Nghia; Yariyan, Peyman; Amiri, Mahdis; Tran, An Dang; Pham, Tien Dat; Do, Minh Phuong; Ngo, Phuong Thao Thi; Nhu, Viet-Ha; Long, Nguyen Quoc; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)Flash floods induced by torrential rainfalls are considered one of the most dangerous natural hazards, due to their sudden occurrence and high magnitudes, which may cause huge damage to people and properties. This study ... -
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 ensembles of deep learning neural network and statistical learning for flash-flood susceptibility mapping
Costache, Romulus; Ngo, Phuong Thao Thi; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)This study aimed to assess flash-flood susceptibility using a new hybridization approach of Deep Neural Network (DNN), Analytical Hierarchy Process (AHP), and Frequency Ratio (FR). A catchment area in south-eastern Romania ... -
Shuffled Frog Leaping Algorithm and Wind-Driven Optimization Technique Modified with Multilayer Perceptron
Moayedi, Hossein; Tien Bui, Dieu; Ngo, Phuong Thao Thi (Peer reviewed; Journal article, 2020)The prediction aptitude of an artificial neural network (ANN) is improved by incorporating two novel metaheuristic techniques, namely, the shuffled frog leaping algorithm (SFLA) and wind-driven optimization (WDO), for the ...