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A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion File

Lee, Chunggi , Kim, Yeonjun , Jin, Seungmin , Kim, Dongmin , Maciejewski, Ross , Ebert, David , Ko, Sungahn

Article Issue Date2020-11 View154
Comparative efficiency of the SWAT model and a deep learning model in estimating nitrate loads at the Tuckahoe creek watershed, Maryland File

Lee, Jiye , Kim, Dongho , Hong, Seokmin , Yun, Daeun , Kwon, Dohyuck , Hill, Robert L. , Gao, Feng , Zhang, Xuesong , Cho, Kyung Hwa , Lee, Sangchul , et al

Article Issue Date2024-12 View157
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 View21
Energy Consumption Forecasting in Korea Using Machine Learning Algorithms File

Shin, Sun-Youn , Woo, Han-Gyun

Article Issue Date2022-07 View193
Fatigue residual useful life estimation of Ni-base alloy weld with time-series data File

Park, Jae Phil , Ham, Junhyuk , Kim, Ji Hyun , Oh, Young-Jin , Bahn, Chi Bum

Article Issue Date2023-05 View170
Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM2.5 Level File File

Putri, Tafia Hasna , Caraka, Rezzy Eko , Toharudin, Toni , Kim, Yunho , Chen, Rung-Ching , Gio, Prana Ugiana , Sakti, Anjar Dimara , Pontoh, Resa Septiani , Pratiwi, Indah Reski , Nugraha, Farid Azhar Lutfi , et al

Article Issue Date2024-03 View177
Forecasting Abrupt Depletion of Dissolved Oxygen in Urban Streams Using Discontinuously Measured Hourly Time-Series Data File

Kim, Young Woo , Kim, TaeHo , Shin, Jihoon , Go, ByeongGeon , Lee, Mokyoung , Lee, JinHyo , Koo, Jayong , Cho, Kyung Hwa , Cha, YoonKyung

Article Issue Date2021-04 View122
Long short-term memory models of water quality in inland water environments File File

Pyo, JongCheol , Pachepsky, Yakov , Kim, Soobin , Abbas, Ather , Kim, Minjeong , Kwon, Yong Sung , Ligaray, Mayzonee , Cho, Kyung Hwa

Article Issue Date2023-12 View113
Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View182
로지스틱 회귀, 랜덤포레스트, LSTM 기법을 활용한 서리예측모형 평가 File

전종안 , 이현주 , 임슬희 , 김대하 , 백상수

Article Issue Date2021-09 View70
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