Search Results - "Quoc-Huy Nguyen"

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping by Bui, Quang-Thanh, Nguyen, Quoc-Huy, Nguyen, Xuan Linh, Pham, Vu Dong, Nguyen, Huu Duy, Pham, Van-Manh

“…•Examination of hybrid models that combine several swarm intelligenceoptimizers with deep learning neural network.•Comparison of performance of proposed models…”
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PEM fuel cell heat recovery for preheating inlet air in standalone solar-hydrogen systems for telecommunication applications: An exergy analysis by Nguyen, Huy Quoc, Aris, Asma Mohamad, Shabani, Bahman

“…In this paper, a theoretical model of a PEMFC with heat recovery system (PEMFC-HR) for preheating its inlet air to mitigate the performance degradation, when…”
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Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification by Bui, Quang-Thanh, Pham, Manh Van, Nguyen, Quoc-Huy, Nguyen, Linh Xuan, Pham, Hai Minh

“…Adaptive Neuro-Fuzzy Inference System (ANFIS) is a robust method in solving non-linear classification by employing a human-readable interpretation manner. This…”
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Henry’s gas solubility optimization algorithm in formulating deep neural network for landslide susceptibility assessment in mountainous areas by Nguyen, Quoc-Huy, Chou, Tien-Yin, Yeh, Mei-Ling, Hoang, Thanh-Van, Nguyen, Huu-Duy, Bui, Quang-Thanh

“…This paper investigates a novel hybrid model that employs Henry’s gas solubility optimization algorithm to search for adaptive weights of a deep neural network…”
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Fine-Tuning LightGBM Using an Artificial Ecosystem-Based Optimizer for Forest Fire Analysis by Nguyen, Quoc-Huy, Nguyen, Huu-Duy, Le, Dinh Tan, Bui, Quang-Thanh

“…This study’s main objective is to propose a hybrid machine learning model based on a gradient boosting algorithm named LightGBM and an artificial…”
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A novel combination of deep neural network and Manta ray foraging optimization for flood susceptibility mapping in Quang Ngai province, Vietnam by Nguyen, Huu Duy, Nguyen, Quoc-Huy, Du, Quan Vu Viet, Nguyen, Thi Ha Thanh, Nguyen, Tien Giang, Bui, Quang-Thanh

“…Floods are the most dangerous natural disasters globally, occurring on a large scale, and cause significant economic and environmental damage. Therefore,…”
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Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine learning methods by Nguyen, Huu Duy, Dang, Dinh Kha, Nguyen, Quoc-Huy, Bui, Quang-Thanh, Petrisor, Alexandru-Ionut

“…The crucial importance of land cover and use changes and climate changes for worldwide sustainability results from their negative effects on flood risk. In a…”
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Proton exchange membrane fuel cells heat recovery opportunities for combined heating/cooling and power applications by Nguyen, Huy Quoc, Shabani, Bahman

“…•Proton exchange membrane fuel cell thermal management solutions.•Fuel cell heat recovery for heating/cooling and power applications.•Low-grade heat recovery…”
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Convolutional Neural Network-Optimized Moth Flame Algorithm for Shallow Landslide Susceptible Analysis by Pham, Vu Dong, Nguyen, Quoc-Huy, Nguyen, Huu-Duy, Pham, Van-Manh, Vu, Van Manh, Bui, Quang-Thanh

“…Convolutional neural network (CNN) is a widely used method in solving classification and regression applications in industries, engineering, and science. This…”
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Predicting Future Urban Flood Risk Using Land Change and Hydraulic Modeling in a River Watershed in the Central Province of Vietnam by Nguyen, Huu Duy, Fox, Dennis, Dang, Dinh Kha, Pham, Le Tuan, Viet Du, Quan Vu, Nguyen, Thi Ha Thanh, Dang, Thi Ngoc, Tran, Van Truong, Vu, Phuong Lan, Nguyen, Quoc-Huy, Nguyen, Tien Giang, Bui, Quang-Thanh, Petrisor, Alexandru-Ionut

“…Flood risk is a significant challenge for sustainable spatial planning, particularly concerning climate change and urbanization. Phrasing suitable land…”
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Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping by Chou, Tien‐Yin, Hoang, Thanh‐Van, Fang, Yao‐Min, Nguyen, Quoc‐Huy, Lai, Tuan Anh, Pham, Van‐Manh, Vu, Van‐Manh, Bui, Quang‐Thanh

“…This article investigates the use of the galactic swarm optimization algorithm in searching for parameters of a convolutional neural network for flood…”
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Gradient Boosting Machine and Object-Based CNN for Land Cover Classification by Bui, Quang-Thanh, Chou, Tien-Yin, Hoang, Thanh-Van, Fang, Yao-Min, Mu, Ching-Yun, Huang, Pi-Hui, Pham, Vu-Dong, Nguyen, Quoc-Huy, Anh, Do Thi Ngoc, Pham, Van-Manh, Meadows, Michael E.

“…In regular convolutional neural networks (CNN), fully-connected layers act as classifiers to estimate the probabilities for each instance in classification…”
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Cytotoxic effects of aporphine alkaloids from the stems and leaves of Stephania dielsiana Y.C.Wu by Thi Thu Hien, Tran, Le Ba, Vinh, Quoc Huy, Nguyen, Phuong Thao, Nguyen, Young Yang, Seo, Thi Kim Van, Le

“…Phytochemical studies of the stems and leaves of Stephania dielsiana Y.C.Wu yielded two new aporphine alkaloids (1 and 5), along with six known alkaloids (2-4…”
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Understanding spatial variations of malaria in Vietnam using remotely sensed data integrated into GIS and machine learning classifiers by Bui, Quang-Thanh, Nguyen, Quoc-Huy, Pham, Van Manh, Pham, Minh Hai, Tran, Anh Tuan

“…This study examines the potentials of remotely sensed data, GIS and some machine learning classifiers and ensemble techniques in the investigation of the…”
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Daily streamflow prediction based on the long short-term memory algorithm: a case study in the Vietnamese Mekong Delta by Nguyen, Huu Duy, Van, Chien Pham, Nguyen, Quoc-Huy, Bui, Quang-Thanh

“…The objective of this study is the development of a state-of-the-art method based on long short-term memory (LSTM), support vector machine (SVM), and random…”
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Impact of cryoprotectant-free sperm vitrification in pulled-glass capillary on sperm parameters and DNA integrity: A lab trial study by Tam Le, Minh, Van Nguyen, Trung, Thanh Thi Nguyen, Thai, Nhan Thi Dang, Hong, Huy Vu Nguyen, Quoc

“…Vitrification is a recently introduced yet widely applied assisted reproduction technique. So far, the effects of the chemicals and devices in vitrification on…”
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Integrated machine learning and remote sensing for groundwater potential mapping in the Mekong Delta in Vietnam by Nguyen, Huu Duy, Nguyen, Quoc-Huy, Dang, Dinh Kha, Nguyen, Tien Giang, Truong, Quang Hai, Nguyen, Van Hong, Bretcan, Petre, Șerban, Gheorghe, Bui, Quang-Thanh, Petrisor, Alexandru-Ionut

“…Evaluating groundwater potential is critical for the socioeconomic development of Vietnam. This research aims to assess the underground water potential in the…”
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Realizing the flexible and transparent highly-hydrophobic film through siloxane functionalized polyurethane-acrylate micro-pattern by Nguyen, Bui Quoc Huy, Shanmugasundaram, Arunkumar, Hou, Tian-Feng, Park, Jongsung, Lee, Dong-Weon

“…[Display omitted] •A novel PUA based hydrophobic film prepared by a facile fabrication method.•The siloxane functionalized PUA possess excellent hydrophobicity…”
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Deep learning to assess the effects of land use/land cover and climate change on landslide susceptibility in the Tra Khuc river basin of Vietnam by Viet Du, Quan Vu, Nguyen, Huu Duy, Pham, Viet Thanh, Nguyen, Cao Huan, Nguyen, Quoc-Huy, Bui, Quang-Thanh, Doan, Thanh Thuy, Tran, Anh Tuan, Petrisor, Alexandru-Ionut

“…Understanding the negative effects of climate change and changes to land use/land cover on natural hazards is an important feature of sustainable development…”
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Hybrid model to optimize object-based land cover classification by meta-heuristic algorithm: an example for supporting urban management in Ha Noi, Viet Nam by Bui, Quang-Thanh, Pham Van, Manh, Hang, Nguyen Thi Thuy, Nguyen, Quoc-Huy, Linh, Nguyen Xuan, Hai, Pham Minh, Tuan, Tran Anh, Van Cu, Pham

“…This study proposed a novel object-based hybrid classification model named GMNN that combines Grasshopper Optimization Algorithm (GOA) and the multiple-class…”
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