Jun‐Hak Lee
YOU?
Author Swipe
View article: Evaluating the Effects of Spatial Resolution on <scp>2D</scp> Pluvial Flood Modeling in Urban Built Environments
Evaluating the Effects of Spatial Resolution on <span>2D</span> Pluvial Flood Modeling in Urban Built Environments Open
This study examines the impact of spatial resolution on urban pluvial flood modeling, emphasizing the role of high‐resolution topographic data in flood inundation mapping. Using the physically‐based H12 urban flood model, we simulated the …
View article: Developing a Deep Learning-Based Super-Resolution Urban Flood Model: Towards Scalable and Reliable Hydrological Predictions
Developing a Deep Learning-Based Super-Resolution Urban Flood Model: Towards Scalable and Reliable Hydrological Predictions Open
Integrating deep learning techniques into hydrology has opened a new way to improve urban flood modeling, with various solutions being developed to address urban flood problems driven by climate change and urbanization. However, predicting…
View article: Advanced R-GAN: Generating anomaly data for improved detection in imbalanced datasets using regularized generative adversarial networks
Advanced R-GAN: Generating anomaly data for improved detection in imbalanced datasets using regularized generative adversarial networks Open
The high prevalence of fraud in contemporary financial transactions necessitates advanced anomaly detection systems to address the significant imbalance between legitimate and anomalous transactions in real-time datasets. To address this i…
View article: SENTIMENT ANALYSIS MODEL FOR PUBLIC CONSTRUCTION PROJECTS USING KOBERT
SENTIMENT ANALYSIS MODEL FOR PUBLIC CONSTRUCTION PROJECTS USING KOBERT Open
The development of real-time communication technology has accelerated and enlarged conflict propagation, resulting in social conflicts in modern society.Social conflict significantly impacts the execution of a public construction project.C…
View article: Urban edge trees: Urban form and meteorology drive elemental carbon deposition to canopies and soils
Urban edge trees: Urban form and meteorology drive elemental carbon deposition to canopies and soils Open
Urban tree canopies are a significant sink for atmospheric elemental carbon (EC)--an air pollutant that is a powerful climate-forcing agent and threat to human health. Understanding what controls EC deposition to urban trees is therefore i…
View article: Verification of De-Identification Techniques for Personal Information Using Tree-Based Methods with Shapley Values
Verification of De-Identification Techniques for Personal Information Using Tree-Based Methods with Shapley Values Open
With the development of big data and cloud computing technologies, the importance of pseudonym information has grown. However, the tools for verifying whether the de-identification methodology is correctly applied to ensure data confidenti…
View article: Oak trees are elemental carbon sinks in urban ecosystems: patterns and drivers
Oak trees are elemental carbon sinks in urban ecosystems: patterns and drivers Open
<p>Cities represent a significant source of atmospheric elemental carbon (EC), a minor constituent of particulate matter (PM) but a major climate-forcing agent and air pollutant. Urban trees scavenge PM and regulate material fluxes t…
View article: Retrospective Dynamic Inundation Mapping of Hurricane Harvey Flooding in the Houston Metropolitan Area Using High-Resolution Modeling and High-Performance Computing
Retrospective Dynamic Inundation Mapping of Hurricane Harvey Flooding in the Houston Metropolitan Area Using High-Resolution Modeling and High-Performance Computing Open
Hurricane Harvey was one of the most extreme weather events to occur in Texas, USA; there was a huge amount of urban flooding in the city of Houston and the adjoining coastal areas. In this study, we reanalyze the spatiotemporal evolution …
View article: Multi-Radio Integrated Navigation System M&S Software Design for GNSS Backup under Navigation Warfare
Multi-Radio Integrated Navigation System M&S Software Design for GNSS Backup under Navigation Warfare Open
To avoid degradation of navigation performance in the navigation warfare environment, the multi-radio integrated navigation system can be used, in which all available radio navigation systems are integrated to back up Global Navigation Sat…
View article: Global Electroencephalography Synchronization as a New Indicator for Tracking Emotional Changes of a Group of Individuals during Video Watching
Global Electroencephalography Synchronization as a New Indicator for Tracking Emotional Changes of a Group of Individuals during Video Watching Open
In the present study, we investigated whether global electroencephalography (EEG) synchronization can be a new promising index for tracking emotional arousal changes of a group of individuals during video watching. Global field synchroniza…
View article: An Individual Tree-Based Automated Registration of Aerial Images to LiDAR Data in a Forested Area
An Individual Tree-Based Automated Registration of Aerial Images to LiDAR Data in a Forested Area Open
In this paper, we demonstrate an approach to align aerial images to airborne lidar data by using common object features (tree tops) from both data sets under the condition that conventional correlation-based approaches are challenging due …
View article: Data-Driven User Feedback: An Improved Neurofeedback Strategy considering the Interindividual Variability of EEG Features
Data-Driven User Feedback: An Improved Neurofeedback Strategy considering the Interindividual Variability of EEG Features Open
It has frequently been reported that some users of conventional neurofeedback systems can experience only a small portion of the total feedback range due to the large interindividual variability of EEG features. In this study, we proposed …