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A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea File File

Lee, Siwoo , Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Lee, Yeonsu , Bae, Dukwon

Article Issue Date2023-08 View1250

A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir File

Park, Yongeun , Lee, Han Kyu , Shin, Jae-Ki , Chon, Kangmin , Kim, SungHwan , Cho, Kyung Hwa , Kim, Jin Hwi , Baek, Sang-Soo

Article Issue Date2021-06 View38

A study of battery operational optimization with data-driven clustering File

Shin, Minsu , Jeon, Cheol-Hwan , Nam, Seungwan , Woo, Hangyun

Article Issue Date2020-08 View33

Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning File

Bak, Taeju , Kim, Kyusun , Seo, Eunhyeok , Han, Jiye , Sung, Hyokyung , Jeon, Il , Jung, Im Doo

Article Issue Date2023-01 View78

Adaptive SVM-based Real-time Quality Assessment for Primer-Sealer Dispensing Process of Sunroof Assembly Line File

Oh, YeongGwang , Ransikarbum, Kasin , Busogi, Moise , Kwon, Daeil , Kim, Namhun

Article Issue Date2019-04 View42

Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structure File File

Kim, Hayeol , Lee, Jewhan , Kim, Taekyeong , Park, Seong Jin , Kim, Hyungmo , Jung, Im Doo

Article Issue Date2023-02 View51

An artificial intelligence-enabled industry classification and its interpretation File

Kim, Daejin , Kang, Hyoung-Goo , Bae, Kyounghun , Jeon, Seongmin

Article Issue Date2022-03 View76

An integrated machine-learning platform for assessing various dynamic responses of steel beams File

Rhee, Jeong H. , Nguyen, Hoang D. , Kim, Moon K. , Lim, Yun M. , Kim, Gun

Article Issue Date2024-03 View43

Application of airborne hyperspectral imagery to retrieve spatiotemporal CDOM distribution using machine learning in a reservoir File File

Kim, Jinuk , Jang, Wonjin , Kim, Jin Hwi , Lee, Jiwan , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Park, Sanghyun , Pyo, JongCheol , Park, Yongeun , et al

Article Issue Date2022-11 View68

Artificial intelligence enabled smart machining and machine tools File

Chuo, Yu Sung , Lee, Ji Woong , Mun, Chang Hyeon , Noh, In Woong , Rezvani, Sina , Kim, Dong Chan , Lee, Jihyun , Lee, Sang Won , Park, Simon S.

Article Issue Date2022-01 View19

Artificial neural networks for insights into adsorption capacity of industrial dyes using carbon-based materials File

Iftikhar, Sara , Zahra, Nallain , Rubab, Fazila , Sumra, Raazia Abrar , Khan, Muhammad Burhan , Abbas, Ather , Jaffari, Zeeshan Haider

Article Issue Date2023-12 View47

Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation File

Kim, Young Jun , Kim, Wonkook , Im, Jungho , Choi, Jongkuk , Lee, Sunju

Article Issue Date2023-05 View36

Comparison of different machine learning algorithms to estimate liquid level for bioreactor management File File

Yu, Sung Il , Rhee, Chaeyoung , Cho, Kyung Hwa , Shin, Seung Gu

Article Issue Date2023-04 View62

Cross-Section Bead Image Prediction in Laser Keyhole Welding of AISI 1020 Steel Using Deep Learning Architectures File File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2020-04 View32

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 View40

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 View20

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 View36

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 View45

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 View39

Developing a data-driven system for grinding process parameter optimization using machine learning and metaheuristic algorithms File

Kim, Gyeongho , Park, Soyeon , Choi, Jae Gyeong , Yang, Sang Min , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2024-07 View52

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 View60

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

Kim, Gyeongho , Lim, Sunghoon

Article Issue Date2022-04 View46

Development of data-driven models to predict seismic drift response of RC wall structures: An application of deep neural networks File

Nguyen, Hoang D. , Kim, Chanyoung , Lee, Kihak , Shin, Myoungsu

Article Issue Date2024-11 View28

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 View44

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 View29

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 View65

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 View86

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 View50

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 View80

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 View30

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 View70

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 View57

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 View46

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 View63

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

Gleason, Colin J. , Im, Jungho

Article Issue Date2012-10 View128

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 View58

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 View51

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 View53

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 View81

Heterogeneous trading behaviors of individual investors: A deep clustering approach File

Hwang, Yoontae , Park, Junpyo , Kim, Jang Ho , Lee, Yongjae , Fabozzi, Frank J.

Article Issue Date2024-07 View29

Highly accurate heat release rate marker detection in NH3–CH4 cofiring through machine learning and domain knowledge-based selection integration File

Ghadi, Ariyan Zare , Syauqi, Ahmad , Gu, Boram , Lim, Hankwon

Article Issue Date2024-08 View55

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 View37

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 View69

Identifying household finance heterogeneity via deep clustering File File

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

Article Issue Date2023-06 View39

Impact damage characterization approach for CFRP pipes via self-sensing File

Oh, So Young , Lee, Dahun , Park, Young-Bin

Article Issue Date2024-11 View49

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 View60

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 View38

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 View74

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 View33

Incorporation of machine learning into multiple stripe seismic fragility analysis of reinforced concrete wall structures File

Nguyen, Hoang D. , Kim, Chanyoung , Lee, Young-Joo , Shin, Myoungsu

Article Issue Date2024-11 View38

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 View24

Integrating advanced techniques and machine learning for landfill leachate treatment: Addressing limitations and environmental concerns File

Gaur, Vivek Kumar , Gautam, Krishna , Vishvakarma, Reena , Sharma, Poonam , Pandey, Upasana , Srivastava, Janmejai Kumar , Varjani, Sunita , Chang, Jo-Shu , Ngo, Huu Hao , Wong, Jonathan W. C.

Article Issue Date2024-08 View21

Local Dynamics of Excitations in Glassy Liquids File

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

Article Issue Date2020-06 View44

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 View36

LoRa based architecture for smart town traffic management system File

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

Article Issue Date2022-08 View27

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 View45

Machine learning analysis for heat transfer enhancement in nano-encapsulated phase change materials within L-shaped enclosure with heated blocks File

H. Thameem Basha , Jang, Bongsoo

Article Issue Date2025-01 View28

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 View46

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 View94

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 View55

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