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A Recurrence Plot based Graph Convolutional Network for Time Series Classification File

Kang, Hyewon

Thesis Issue Date2023-02 View138

Applying convolutional neural networks for detection of overshooting cloud tops with Himawari-8 satellite data

Kim, Miae , Lee, Junghye , Im, Jungho

Conference Paper Issue Date2018-04-10 View110

CAFO: Feature-Centric Explanation on Time Series Classification File

Kim, Jaeho , Hahn, Seok-Ju , Hwang, Yoontae , Lee, Junghye , Lee, Seulki

Conference Paper Issue Date2024-08-28 View95

Developing a novel Temporal Air-quality Risk Index using LSTM autoencoder: A case study with South Korean air quality data File

Park, Hyerim , Sohn, Wonho , Kang, Eunjin , Im, Jungho , Lee, Junghye

Article Issue Date2025-05 View22

Federated Learning with Sufficient Dimension Reduction and Generative Models File

Hahn, Seok-Ju

Thesis Issue Date2021-02 View109

GC-RED: Graph Convolution-based Recurrent Encoder-Decoder for anomaly diagnosis in multivariate time series File

Kim, Yejin

Thesis Issue Date2023-02 View87

Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Kim, Suhyeon

Thesis Issue Date2023-02 View117

Household financial health: a machine learning approach for data-driven diagnosis and prescription File

Kim, Kyeongbin , Hwang, Yoontae , Lim, Dongcheol , Kim, Suhyeon , Lee, Junghye , Lee, Yongjae

Article Issue Date2023-11 View136

Inter-country trade similarity graph-based long short-term memory for port throughput prediction File

Sohn, Wonho , Lim, Dongcheol , Kim, Suhyeon , Lee, Junghye

Article Issue Date2025-11 View77

Machine learning for disease-specific prediction of high-cost patients File

Tae, Inwoo , Kong, Hyeongwoo , Lee, Junghye , Lee, Yongjae

Article Issue Date2025-12 View35

MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs File File

Cho, Hojin , Kim, Kyeongbin , Yoon, Kihyuk , Chun, Jaewook , Kim, Jaeyong , Lee, Kyeongmin , Lee, Junghye , Lim, Chiehyeon

Article Issue Date2024-10 View198

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles File

Kim, Jaeho , Kang, Hyewon , Yang, Jaewan , Jung, Haneul , Lee, Seulki , Lee, Junghye

Article Issue Date2023-09 View154

Nanozyme Based on Porphyrinic Metal-Organic Framework for Electrocatalytic CO2 Reduction File File

Lee, Junghye , Choi, Hansaem , Mun, Jinhong , Jin, Eunji , Lee, Soochan , Nam, Joohan , Umer, Muhammad , Cho, Jaeheung , Lee, Geunsik , Kwon, Youngkook , et al

Article Issue Date2023-01 View153

Origamic metal-organic framework toward mechanical metamaterial File File

Jin, Eunji , Lee, In Seong , Yang, ChangMo D , Moon, Dohyun , Nam, Joohan , Cho, Hyeonsoo , Kang, Eunyoung , Lee, Junghye , Noh, Hyuk-Jun , Min, Seung Kyu , et al

Article Issue Date2023-12 View178

Programmable Merged-Net Porphyrinic Metal-Organic Frameworks for Water Sorption File

Lee, Junghye , Park, Dajin , Jin, Eunji , Lee, Soochan , Lee, Jinhyu , Oh, Hyunchul , Choe, Wonyoung

Article Issue Date2025-01 View137

Pursuing Overall Welfare in Federated Learning through Sequential Decision Making

Hahn, Seok-Ju , Kim, Gi-Soo , Lee, Junghye

Conference Paper Issue Date2024-07-21 View114

Rational Synthetic Strategy for Porphyrinic and Related Metal-Organic Frameworks Targeting Advanced Functionality File

Lee, Junghye

Thesis Issue Date2023-02 View83

Toward Digital Discovery of Zr Porphyrinic Metal-Organic Frameworks

Choe, Wonyoung , Lee, Junghye , Kim, Jiyeon , Cho, Hyeonsoo

Conference Paper Issue Date2024-06-24 View72

Unveiling Energy Transfer Mechanisms in Nanographene-Incorporated Metal-Organic Frameworks File

Lee, Junghye , Hwang, Eunhye , Kim, Tae In , Jin, Eunji , Cho, Eunchan , Park, Young S. , Min, Seung Kyu , Kwon, Tae-Hyuk , Choe, Wonyoung

Article Issue Date2024-04 View181

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