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Comparative Assessment of Various Machine Learning-Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas File File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Cha, Dong-Hyun

Article Issue Date2020-04 View21
Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery File

Kim, Miae , Lee, Junghee , Han, Daehyun , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J. , Gu, Zhu

Article Issue Date2018-12 View15
Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches File File

Park, Sumin , Park, Haemi , Im, Jungho , Yoo, Cheolhee , Rhee, Jinyoung , Lee, Byungdoo , Kwon, ChunGeun

Article Issue Date2019-10 View18
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery File File

Lee, Junghee , Han, Daehyeon , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J.

Article Issue Date2020-04 View21
HE-Friendly Algorithm for Privacy-Preserving SVM Training File File

Park, Saerom , Byun, Junyoung , Lee, Joohee , Cheon, Jung Hee , Lee, Jaewook

Article Issue Date2020-03 View19
Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Lee, Yeonsu , Lee, Jaese

Article Issue Date2020-07 View14
On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient File

Bai, Yun , Zhang, Sha , Bhattarai, Nishan , Mallick, Kaniska , Liu, Qi , Tang, Lili , Im, Jungho , Guo, Li , Zhang, Jiahua

Article Issue Date2021-03 View15
Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data File File

Han, Hyangsun , Kim, Miae , Sim, Seongmun , Kim, Jinwoo , Kim, Duk-jin , Kang, Sung-Ho , Im, Jungho

Article Issue Date2016-01 View17
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