Scholarworks@UNIST: Browsing Repository

Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions File

Park, Sanghun , Shim, Jaegyu , Yoon, Nakyung , Lee, Sungman , Kwak, Donggeun , Lee, Seungyong , Kim, Young Mo , Son, Moon , Cho, Kyung Hwa

Article Issue Date2022-12 View4

Deep Reinforcement Learning-Based Resource Allocation and Power Control in Small Cells With Limited Information Exchange File

Jang, Jonggyu , Yang, Hyun Jong

Article Issue Date2020-11 View6

Design and optimization of an onboard boil-off gas re-liquefaction process under different weather-related scenarios with machine learning predictions File

Syauqi, Ahmad , Uwitonze, Hosanna , Chaniago, Yus Donald , Lim, Hankwon

Article Issue Date2024-04 View4

Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea File File

Jang, Eunna , Kang, Yoojin , Im, Jungho , Lee, Dong-Won , Yoon, Jongmin , Kim, Sang-Kyun

Article Issue Date2019-02 View3

Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees File

Park, Myung-Sook , Kim, Minsang , Lee, Myong-In , Im, Jungho , Park, Seonyoung

Article Issue Date2016-09 View4

Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing File

Kim, Gyeongho , Choi, Jae Gyeong , Ku, Minjoo , Lim, Sunghoon

Article Issue Date2023-07 View10

Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques File

Kim, Gyeongho , Lim, Sunghoon

Article Issue Date2022-04 View6

Development of enhanced groundwater arsenic prediction model using machine learning approaches in Southeast Asian countries File

Park, Yongeun , Ligaray, Mayzonee , Kim, Young Mo , Kim, Joon Ha , Cho, Kyung Hwa , Sthiannopkao, Suthipong

Article Issue Date2016-06 View5

Development of extreme gradient boosting model for prediction of punching shear resistance of R/C interior slabs File

Nguyen, Hoang D. , Gia Toai Truong , Shin, Myoungsu

Article Issue Date2021-05 View5

Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning File File

Park, Sumin , Son, Bokyung , Im, Jungho , Kang, Yoojin , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2022-10 View12

Development of PM2.5 management strategy in the industrial city of Ulsan: a comprehensive approach to understanding the risk and sources of PM2.5 File

Lee, Sang-Jin

Thesis Issue Date2024-02 View33

Estimation of ground-level PM10 and PM2.5 concentrations using boosting-based machine learning from satellite and numerical weather prediction data File File

Park, Seohui , Kim, Miae , Im, Jungho

Article Issue Date2021-04 View17

Estimation of High Resolution Sea Surface Salinity Using Multi Satellite Data and Machine Learning File File

Sung, Taejun , Sim, Seongmun , Jang, Eunna , Im, Jungho

Article Issue Date2022-10 View19

Estimation of shrub willow biophysical parameters across time and space from Sentinel-2 and unmanned aerial system (UAS) data File

Xu, Jin , Quackenbush, Lindi J. , Volk, Timothy A. , Im, Jungho

Article Issue Date2022-10 View3

Estimation of spatially continuous daytime particulate matter concentrations under all sky conditions through the synergistic use of satellite-based AOD and numerical models File

Park, Seohui , Lee, Junghee , Im, Jungho , Song, Chang-Keun , Choi, Myungje , Kim, Jhoon , Lee, Seungun , Park, Rokjin , Kim, Sang-Min , Yoon, Jongmin , et al

Article Issue Date2020-04 View6

Exploration of time series model for predictive evaluation of long-term performance of membrane distillation desalination File

Ray, Saikat Sinha , Verma, Rohit Kumar , Singh, Ashutosh , Myung, Suwan , Park, You-In , Kim, In-Chul , Lee, Hyung Kae , Kwon, Young-Nam

Article Issue Date2022-04 View14

Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants File

Quang Viet Ly , Viet Hung Truong , Ji, Bingxuan , Xuan Cuong Nguyen , Cho, Kyung Hwa , Ngo, Huu Hao , Zhang, Zhenghua

Article Issue Date2022-08 View4

Fine particulate concentrations over East Asia derived from aerosols measured by the advanced Himawari Imager using machine learning File

Cho, Yeseul , Kim, Jhoon , Lee, Jeewoo , Choi, Myungje , Lim, Hyunkwang , Lee, Seoyoung , Im, Jungho

Article Issue Date2023-07 View3

Forest biomass estimation from airborne LiDAR data using machine learning approaches File

Gleason, Colin J. , Im, Jungho

Article Issue Date2012-10 View4

Framework for rapid characterization of fresh properties of cementitious materials using point cloud and machine learning File

Yoon, Jinyoung , Kim, Hyunjun , Ju, Suhwan , Li, Zhanzhao , Pyo, Sukhoon

Article Issue Date2023-10 View15

Geostationary satellite-derived ground-level particulate matter concentrations using real-time machine learning in Northeast Asia File

Park, Seohui , Im, Jungho , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2022-08 View4

Global sea surface salinity via the synergistic use of SMAP satellite and HYCOM data based on machine learning File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu , Sung, Taejun

Article Issue Date2022-05 View6

Group-tailored feedback on online mental health screening for university students: using cluster analysis File File

Lee, Seonmi , Lim, Jiwoo , Lee, Sangil , Heo, Yoon , Jung, Dooyoung

Article Issue Date2022-02 View10

Hybrid CFD-neural networks technique to predict circulating fluidized bed reactor riser hydrodynamics File

Upadhyay, Mukesh , Nagulapati, Vijay Mohan , Lim, Hankwon

Article Issue Date2022-02 View5

Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation File

Baek, Sang-Soo , Kwon, Yong Sung , Pyo, JongCheol , Choi, Jungmin , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-03 View5

Identifying household finance heterogeneity via deep clustering File File

Hwang, Yoontae , Lee, Yongjae , Fabozzi, Frank J.

Article Issue Date2023-06 View6

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia File File

Kang, Yoojin , Kim, Miae , Kang, Eunjin , Cho, Dongjin , Im, Jungho

Article Issue Date2022-01 View9

Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning File

Lee, Jaese , Park, Sumin , Im, Jungho , Yoo, Cheolhee , Seo, Eunkyo

Article Issue Date2022-06 View6

Improved Tropical Cyclone Track Simulation over the Western North Pacific using the WRF Model and a Machine Learning Method File

Kim, Kyoungmin , Yoon, Donghyuck , Cha, Dong-Hyun , Im, Jungho

Article Issue Date2023-06 View16

Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method File

Kim, Jin Hwi , Shin, Jae-Ki , Lee, Hankyu , Lee, Dong Hoon , Kang, Joo-Hyon , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Baek, Sang-Soo , Park, Yongeun

Article Issue Date2021-12 View13

Indirect measurement of cutting forces during robotic milling using multiple sensors and a machine learning-based system identifier File

Mun, Chang Hyeon , Rezvani, Sina , Lee, Jiho , Park, Simon S. , Park, Hyung Wook , Lee, Jihyun

Article Issue Date2023-01 View5

Local Dynamics of Excitations in Glassy Liquids File

Lee, Hyun Taek , Landy, Jonathan , Kim, Jaeup U. , Jho, YongSeok

Article Issue Date2020-06 View13

Logistic regression model training based on the approximate homomorphic encryption File File

Kim, Andrey , Song, Yongsoo , Kim, Miran , Lee, Keewoo , Cheon, Jung Hee

Article Issue Date2018-10 View6

LoRa based architecture for smart town traffic management system File

Seo, Seung Byum , Yadav, Pamul , Singh, Dhananjay

Article Issue Date2022-08 View7

Machine learning algorithm for early-stage prediction of severe morbidity in COVID-19 pneumonia patients based on bio-signals File File

Baik, Seung Min , Kim, Kyung Tae , Lee, Haneol , Lee, Jung Hwa

Article Issue Date2023-04 View6

Machine learning approach for predicting anaerobic digestion performance and stability in direct interspecies electron transfer-stimulated environments File

Baek, Gahyun , Lee, Changsoo , Yoon, Jinyoung

Article Issue Date2023-04 View17

Machine learning approaches for detecting tropical cyclone formation using satellite data File File

Kim, Minsang , Park, Myung-Sook , Im, Jungho , Park, S , Lee, Myong-In

Article Issue Date2019-05 View6

Machine learning approaches to predict the photocatalytic performance of bismuth ferrite-based materials in the removal of malachite green File

Jaffari, Zeeshan Haider , Abbas, Ather , Lam, Sze-Mun , Park, Sanghun , Chon, Kangmin , Kim, Eun-Sik , Cho, Kyung Hwa

Article Issue Date2023-01 View8

Machine learning based predictive model for methanol steam reforming with technical, environmental, and economic perspectives File

Byun, Manhee , Lee, Hyunjun , Choe, Changgwon , Cheon, Seunghyun , Lim, Hankwon

Article Issue Date2021-12 View9

Machine Learning Guided Alignment System for a W-Band Higher Order Mode Generator File

Baijukya, Edrick , Lim, JinHo , Choi, EunMi

Article Issue Date2024-03 View3

Machine learning models for predicting maximum displacement of triple pendulum isolation systems File

Nguyen, Nam, V , Nguyen, Hoang D. , Dao, Nhan D.

Article Issue Date2022-02 View6

Machine learning of LWR spent nuclear fuel assembly decay heat measurements File File

Ebiwonjumi, Bamidele , Cherezov, Alexey , Dzianisau, Siarhei , Lee, Deokjung

Article Issue Date2021-11 View11

Machine learning-based ground motion models for predicting PSAs of borehole motions in Japan File

Kang, Sinhang , Mun, Eunbi , Phuong, Dung Tran Thi , Kim, Byungmin

Article Issue Date2024-03 View8

Machine learning-based prediction for maximum displacement of seismic isolation systems File

Nguyen, Hoang D. , Dao, Nhan D. , Shin, Myoungsu

Article Issue Date2022-07 View9

Machine-learning-assisted analysis of transition metal dichalcogenide thin-film growth File File

Kim, Hyuk Jin , Chong, Minsu , Rhee, Tae Gyu , Khim, Yeong Gwang , Jung, Min-Hyoung , Kim, Young-Min , Jeong, Hu Young , Choi, Byoung Ki , Chang, Young Jun

Article Issue Date2023-02 View12

Machine-learning-based prediction and optimization of emerging contaminants' adsorption capacity on biochar materials File

Jaffari, Zeeshan Haider , Jeong, Heewon , Shin, Jaegwan , Kwak, Jinwoo , Son, Changgil , Lee, Yong-Gu , Kim, Sangwon , Chon, Kangmin , Cho, Kyung Hwa

Article Issue Date2023-06 View8

Markov information bottleneck to improve information flow in stochastic neural networks File

Nguyen, Thanh Tang , Choi, Jaesik

Article Issue Date2019 View5

Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data File

Rhee, Jinyoung , Im, Jungho

Article Issue Date2017-05 View5

Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF) File

Chung Baek, Adrian Matias , Park, Eunju , Seong, Minkyu , Koo, Jageon , Jung, Im Doo , Kim, Namhun

Article Issue Date2024-02 View40

Nitrogen removal in subsurface constructed wetland: Assessment of the influence and prediction by data mining and machine learning File

Xuan Cuong Nguyen , Quang Viet Ly , Li, Jianxin , Bae, Hyokwan , Xuan-Thanh Bui , Thi Thanh Huyen Nguyen , Quoc Ba Tran , Thi-Dieu-Hien Vo , Nghiem, Long D.

Article Issue Date2021-08 View18

Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data File

Kim, Miae , Kim, Hyun-Cheol , Im, Jungho , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2020-06 View5

Prediction of type 2 diabetes using genome-wide polygenic risk score and metabolic profiles: A machine learning analysis of population-based 10-year prospective cohort study File File

Hahn, Seok-Ju , Kim, Suhyeon , Choi, Young Sik , Lee, Junghye , Kang, Jihun

Article Issue Date2022-12 View10

Rainfall intensity estimation using geostationary satellite data based on machine learning: A case study in the korean peninsula in summer File File

Shin, Yeji , Han, Daehyeon , Im, Jungho

Article Issue Date2021-12 View12

Rapid seismic damage-state assessment of steel moment frames using machine learning File

Nguyen, Hoang D. , LaFave, James M. , Lee, Young-Joo , Shin, Myoungsu

Article Issue Date2022-02 View14

Real-time quality monitoring and control system using an integrated cost effective support vector machine File

Oh, YeongGwang , Buslgi, Moise , Ransilkarbum, Kasin , Shin, Dongmin , Kwon, Daeil , Kim, Namhun

Article Issue Date2019-12 View5

Replacing the internal standard to estimate micropollutants using deep and machine learning File

Baek, Sang-Soo , Choi, Younghun , Jeon, Junho , Pyo, JongCheol , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2021-01 View4

Retrieval of hourly PM2.5 using top-of-atmosphere reflectance from geostationary ocean color imagers I and II File

Choi, Hyunyoung , Park, Seonyoung , Kang, Yoojin , Im, Jungho , Song, Sanghyeon

Article Issue Date2023-04 View5

Seismic fragility analysis of steel moment frames using machine learning models File

Nguyen, Hoang D. , Lee, Young-Joo , LaFave, James M. , Shin, Myoungsu

Article Issue Date2023-08 View15

Stressor-response modeling using the 2D water quality model and regression trees to predict chlorophyll-a in a reservoir system File

Park, Yongeun , Pachepsky, Yakov A. , Cho, Kyung Hwa , Jeon, Dong Jin , Kim, Joon Ha

Article Issue Date2015-10 View4

Survey on the state-of-the-art in device-to-device communication: A resource allocation perspective File File

Islam, Tariq , Kwon, Cheolhyeon

Article Issue Date2022-11 View5

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