Changhyun Jun

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Discrete Wavelet Transform

Multivariate Data

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Expert Syst. Appl.

Publications

Shabbir Ahmed Osmani, Changhyun Jun, Jongjin Baik, Jinwook Lee, Roya Narimani
Wavelet-Based precipitation preprocessing for improved drought Forecasting: A Machine learning approach using tunable Q-factor wavelet transform and maximal overlap discrete wavelet transform. Expert Syst. Appl. 257 (2024)
Seunghyun Hwang, Changhyun Jun, Carlo De Michele, Hyeon-Joon Kim, Jinwook Lee
Rainfall Observation Leveraging Raindrop Sounds Acquired Using Waterproof Enclosure: Exploring Optimal Length of Sounds for Frequency Analysis. Sensors 24 (13) (2024)
Saeid Janizadeh, Thanh-Hai Tran, Sayed M. Bateni, Changhyun Jun, Dongkyun Kim, Clay Trauernicht, Essam Heggy
Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua'i and Moloka'i Islands, Hawaii. Expert Syst. Appl. 258 (2024)
Jinwook Lee, Sayed M. Bateni, Changhyun Jun, Essam Heggy, Mehdi Jamei, Dongkyun Kim, Hamidreza Ghafouri, Jonathan L. Deenik
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting. Eng. Appl. Artif. Intell. 135 (2024)
Yongchan Kim, Dongkyun Kim, Jeongha Park, Changhyun Jun
An Effective Algorithm of Outlier Correction in Space-Time Radar Rainfall Data Based on the Iterative Localized Analysis. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen
Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy. Comput. Electron. Agric. 217 (2024)
Mohammad Valipour, Helaleh Khoshkam, Sayed M. Bateni, Changhyun Jun
Machine-learning-based short-term forecasting of daily precipitation in different climate regions across the contiguous United States. Expert Syst. Appl. 238 (Part D) (2024)
Jongyun Byun, Changhyun Jun, Jinwon Kim, Jaehoon Cha, Roya Narimani
Deep Learning-Based Rainfall Prediction Using Cloud Image Analysis. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Dongkyun Kim, Yong Oh Lee, Changhyun Jun, Seokkoo Kang
Understanding the Way Machines Simulate Hydrological Processes - A Case Study of Predicting Fine-Scale Watershed Response on a Distributed Framework. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Roohollah Noori, R. Iestyn Woolway, Changhyun Jun, Sayed M. Bateni, Danial Naderian, Sadegh Partani, Mohsen Maghrebi, Merja Pulkkanen
Multi-decadal change in summer mean water temperature in Lake Konnevesi, Finland (1984-2021). Ecol. Informatics 78 (2023)
Mahyat Shafapour Tehrany, Fatemeh Rezaie, Changhyun Jun, Essam Heggy, Sayed M. Bateni, Mahdi Panahi, Haluk Özener, Farzin Shabani, Hamidreza Moeini
Mapping Post-Earthquake Landslide Susceptibility Using U-Net, VGG-16, VGG-19, and Metaheuristic Algorithms. Remote. Sens. 15 (18) (2023)
Yeonguk Yu, Sungho Shin, Seongju Lee, Changhyun Jun, Kyoobin Lee
Block Selection Method for Using Feature Norm in Out-of-Distribution Detection. CVPR (2023)
Fatemeh Rezaie, Mahdi Panahi, Sayed M. Bateni, Saro Lee, Changhyun Jun, Clay Trauernicht, Christopher M. U. Neale
Development of novel optimized deep learning algorithms for wildfire modeling: A case study of Maui, Hawai'i. Eng. Appl. Artif. Intell. 125 (2023)
Sungho Shin, Seongju Lee, Changhyun Jun, Kyoobin Lee
BattleSound: A Game Sound Benchmark for the Sound-Specific Feedback Generation in a Battle Game. Sensors 23 (2) (2023)
Yeonguk Yu, Sungho Shin, Seongju Lee, Changhyun Jun, Kyoobin Lee
Block Selection Method for Using Feature Norm in Out-of-distribution Detection. CoRR (2022)
Baoyu Du, Kebiao Mao, Sayed M. Bateni, Fei Meng, Xu-Ming Wang, Zhonghua Guo, Changhyun Jun, Guoming Du
A Novel Fully Coupled Physical-Statistical-Deep Learning Method for Retrieving Near-Surface Air Temperature from Multisource Data. Remote. Sens. 14 (22) (2022)
Sanghyuk Lee, Youpeng Yang, Mohamed AbdelAzim Ibrahim, Changhyun Jun, Eng Gee Lim, Yujia Zhai
Design on Smart Grid and Irrigation Management: based on Information Sharing. ISOCC (2021)
Roya Narimani, Changhyun Jun, Saqib Shahzad, Jeill Oh, Kyoohong Park
Application of a Novel Hybrid Method for Flood Susceptibility Mapping with Satellite Images: A Case Study of Seoul, Korea. Remote. Sens. 13 (14) (2021)