Scholarworks@UNIST: Browsing Repository

A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View48

A development of a graph-based ensemble machine learning model for skin sensitization hazard and potency assessment File

Jeon, Byoungjun , Lim, Min Hyuk , Choi, Tae Hyun , Kang, Byeong-Cheol , Kim, Sungwan

Article Issue Date2022-11 View20

A machine learning approach to discover migration modes and transition dynamics of heterogeneous dendritic cells File File

Song, Taegeun , Choi, Yongjun , Jeon, Jae-Hyung , Cho, Yoon-Kyoung

Article Issue Date2023-04 View23

A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data File File

Han, Daehyeon , Lee, Juhyun , Im, Jungho , Sim, Seongmun , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2019-06 View23

A Study on Facial Expression Change Detection Using Machine Learning Methods with Feature Selection Technique File File

Sung, Sang-Ha , Kim, Sangjin , Park, Byung-Kwon , Kang, Do-Young , Sul, Sunhae , Jeong, Jaehyun , Kim, Sung-Phil

Article Issue Date2021-09 View9

Accelerating Optimal Experimental Design for Robust Synchronization of Uncertain Kuramoto Oscillator Model Using Machine Learning File

Woo, Hyun-Myung , Hong, Youngjoon , Kwon, Bongsuk , Yoon, Byung-Jun

Article Issue Date2021-11 View28

Accuracy Investigation of a Neuromorphic Machine Learning System Due to Electromagnetic Noises Using PEEC Model File

Lee, Wooryong , Kim, Jingook

Article Issue Date2019-10 View13

Accurate prediction of the particle image velocimetry flow field and rotor thrust using deep learning File

Oh, Sehyeok , Lee, Seungcheol , Son, Myeonggyun , Kim, Jooha , Ki, Hyungson

Article Issue Date2022-03 View37

Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD File

Lee, Seunghee , Park, Seohui , Lee, Myong-In , Kim, Ganghan , Im, Jungho , Song, Chang-Keun

Article Issue Date2022-01 View24

Al-Doping Driven Suppression of Capacity and Voltage Fadings in 4d-Element Containing Li-Ion-Battery Cathode Materials: Machine Learning and Density Functional Theory File

Ha, Miran , Hajibabaei, Amir , Kim, Dong Yeon , Singh, Aditya Narayan , Yun, Jeonghun , Myung, Chang Woo , Kim, Kwang S.

Article Issue Date2022-08 View25

Analytical Modeling of Human Choice Complexity in a Mixed Model Assembly Line Using Machine Learning-Based Human in the Loop Simulation File File

Busogi, Moise , Kim, Namhun

Article Issue Date2017-05 View21

Application of Machine Learning Techniques in Injection Molding Quality Prediction: Implications on Sustainable Manufacturing Industry File File

Jung, Hail , Jeon, Jinsu , Choi, Dahui , Park, Jung-Ywn

Article Issue Date2021-04 View14

Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection File File

Lee, Sanggyun , Im, Jungho , Kim, Jinwoo , Kim, Miae , Shin, Minso , Kim, Hyun-cheol , Quackenbush, Lindi J.

Article Issue Date2016-09 View18

Artificial Neural Network-Based Compact Modeling Methodology for Advanced Transistors File

Wang, Jing , Kim, Yo-Han , Ryu, Jisu , Jeong, Changwook , Choi, Woosung , Kim, Daesin

Article Issue Date2021-03 View29

Assessment of COVID-19 effects on satellite-observed aerosol loading over China with machine learning File File

Andersen, Hendrik , Cermak, Jan , Stirnberg, Roland , Fuchs, Julia , Kim, Miae , Pauli, Eva

Article Issue Date2021-01 View12

Bridging TCAD and AI: Its Application to Semiconductor Design File

Jeong, Changwook , Myung, Sanghoon , Huh, In , Choi, Byungseon , Kim, Jinwoo , Jang, Hyunjae , Lee, Hojoon , Park, Daeyoung , Lee, Kyuhun , Jang, Wonik , et al

Article Issue Date2021-11 View45

Challenges, Opportunities, and Prospects in Metal Halide Perovskites from Theoretical and Machine Learning Perspectives File

Myung, Chang Woo , Hajibabaei, Amir , Cha, Ji-Hyun , Ha, Miran , Kim, Junu , Kim, Kwang S.

Article Issue Date2022-12 View24

Consistency Index-Based Sensor Fault Detection System for Nuclear Power Plant Emergency Situations Using an LSTM Network File File

Choi, Jeonghun , Lee, Seung Jun

Article Issue Date2020-03 View14

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning File

Kim, Hyunjun , Ahn, Eunjong , Shin, Myoungsu , Sim, Sung-Han

Article Issue Date2019-05 View24

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2020-11 View39

Development of a Novel Prognostic Model to Predict 6-Month Swallowing Recovery After Ischemic Stroke File File

Lee, Woo Hyung , Lim, Min Hyuk , Seo, Han Gil , Seong, Min Yong , Oh, Byung-Mo , Kim, Sungwan

Article Issue Date2020-02 View21

Development of ensemble machine learning models for evaluating seismic demands of steel moment frames File

Nguyen, Hoang D. , Kim, JunHee , Shin, Myoungsu

Article Issue Date2022-07 View18

Development of Machine Learning Models Predicting Estimated Blood Loss during Liver Transplant Surgery File File

Park, Sujung , Park, Kyemyung , Lee, Jae Geun , Choi, Tae Yang , Heo, Sungtaik , Koo, Bon-Nyeo , Chae, Dongwoo

Article Issue Date2022-07 View37

Downscaling of MODIS One kilometer evapotranspiration using Landsat-8 data and machine learning approaches File File

Ke, Yinghai , Im, Jungho , Park, Seonyoung , Gong, Huili

Article Issue Date2016-03 View18

Downskin Surface Roughness Prediction with Machine Learning for As-Built CM247LC Fabricated Via Powder Bed Fusion with a Laser Beam File

Koo, Jageon , Lee, Seungjae , Baek, Adrian Matias Chung , Park, Eunju , Kim, Namhun

Article Issue Date2024-08 View16

DXplorer: A Unified Visualization Framework for Interactive Dendritic Spine Analysis Using 3D Morphological Features File

Choi, JunYoung , Lee, Sang-Eun , Lee, YeIn , Cho, Eunji , Chang, Sunghoe , Jeong, Won-Ki

Article Issue Date2023-02 View48

Dynamic Pore Modulation of Stretchable Electrospun Nanofiber Filter for Adaptive Machine Learned Respiratory Protection File

Shin, Jaeho , Jeong, Seongmin , Kim, Jinmo , Choi, Yun Young , Choi, Joonhwa , Lee, Jae Gun , Kim, Seongyoon , Kim, Munju , Rho, Yoonsoo , Hong, Sukjoon , et al

Article Issue Date2021-10 View11

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View22

Estimation of TROPOMI-derived Ground-level SO2 Concentrations Using Machine Learning Over East Asia File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2021-04 View44

Face recognition using kernel principal component analysis File

Kim, Kwang In , Jung, Keechul , Kim, Hang Joon

Article Issue Date2002-02 View28

Face recognition using support vector machines with local correlation kernels File

Kim, Kwang In , Kim, Jin Hyung , Jung, Keechul

Article Issue Date2002-02 View18

Forecast the Exacerbation in Patients of Chronic Obstructive Pulmonary Disease with Clinical Indicators Using Machine Learning Techniques File File

Hussain, Ali , Choi, Hee-Eun , Kim, Hyo-Jung , Aich, Satyabrata , Saqlain, Muhammad , Kim, Hee-Cheol

Article Issue Date2021-05 View14

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics File

Oh, YongKyung , Kim, Sungil

Article Issue Date2023-11 View27

High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension File File

Jung, Sihun , Yoo, Cheolhee , Im, Jungho

Article Issue Date2022-02 View18

Hydrogenated Graphene with Tunable Poisson's Ratio Using Machine Learning: Implication for Wearable Devices and Strain Sensors File

Ho, Viet Hung , Nguyen, Cao Thang , Nguyen, Hoang D. , Oh, Hyun Suk , Shin, Myoungsu , Kim, Sung Youb

Article Issue Date2022-08 View22

Icing detection over East Asia from geostationary satellite data using machine learning approaches File File

Sim, Seongmun , Im, Jungho , Park, Sumin , Park, Haemi , Ahn, Myoung Hwan , Chan, Pak-wai

Article Issue Date2018-04 View18

Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation File File

Sim, Seongmun , Im, Jungho

Article Issue Date2023-08 View16

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data File File

Lee, Junghee , Im, Jungho , Kim, Kyungmin , Quackenbush, Lindi J.

Article Issue Date2018-05 View18

Machine learning model for estimating ground-level ozone based on himawari-8 TOA reflectance in Korea File

Beatty, Audrieauna

Thesis Issue Date2024-02 View17

Machine Learning Models for Low Back Pain Detection and Factor Identification: Insights From a 6-Year Nationwide Survey File

Bhak, Youngmin , Ahn, Tae-Keun , Peterson, Thomas A. , Han, Hyun Wook , Nam, Sang Min

Article Issue Date2024-08 View44

Machine Learning-Assisted Fabrication of PCBM-Perovskite Solar Cells with Nanopatterned TiO2 Layer File

Sanimu, Siti Norhasanah , Yang, Hwa-Young , Kandel, Jeevan , Moon, Ye-Chong , Sharma Gaudel, Gangasagar , Yu, Seung-Ju , Kim, Yong Ju , Kim, Sejung , Jun, Bong-Hyun , Rho, Won-Yeop

Article Issue Date2024-07 View13

Machine Learning-Based System for Heat-Resistant Analysis of Car Lamp Design File

Choi, Hyebong , Shin, Joel , Kim, Jeongho , Yoon, Samuel , Park, Hyeonmin , Cho, Hyejin , Jung, Jiyoung

Article Issue Date2024-08 View19

Machine-learning models to predict P-and S-wave velocity profiles for Japan as an example File File

Kim, Jisong , Kang, Jae-Do , Kim, Byungmin

Article Issue Date2023-10 View30

Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models File File

Kwon, Yong Sung , Baek, Seung Ho , Lim, Young Kyun , Pyo, JongCheol , Ligaray, Mayzonee , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-08 View19

Optimal Management Strategy for Salt Adsorption Capacity in Machine Learning-Based Flow-Electrode Capacitive Deionization Process File

Yu, Sung Il , Jeon, Junbeom , Shin, Yong-Uk , Bae, Hyokwan

Article Issue Date2024-08 View14

Predicting Frost Depth of Soils in South Korea Using Machine Learning Techniques File

Choi, Hyun-Jun , Kim, Sewon , Kim, YoungSeok , Won, Jongmuk

Article Issue Date2022-08 View10

Predicting photoresist sensitivity using machine learning File

Ghule, Balaji G. , Kim, Minkyeong , Jang, Ji-Hyun

Article Issue Date2023-11 View17

Predicting the Properties of High-Performance Epoxy Resin by Machine Learning Using Molecular Dynamics Simulations File File

Choi, Joohee , Kang, Haisu , Lee, Ji Hee , Kwon, Sung Hyun , Lee, Seung Geol

Article Issue Date2022-07 View14

Prediction of Chronic Periodontitis Severity Using Machine Learning Models Based On Salivary Bacterial Copy Number File File

Kim, Eun-Hye , Kim, Seunghoon , Kim, Hyun-Joo , Jeong, Hyoung-oh , Lee, Jaewoong , Jang, Jinho , Joo, Ji-Young , Shin, Yerang , Kang, Jihoon , Park, Ae Kyung , et al

Article Issue Date2020-11 View31

Prediction of Lap Shear Strength and Impact Peel Strength of Epoxy Adhesive by Machine Learning Approach File File

Kang, Haisu , Lee, Ji Hee , Choe, Youngson , Lee, Seung Geol

Article Issue Date2021-04 View15

Prediction of Major Regio‐, Site‐, and Diastereoisomers in Diels–Alder Reactions by Using Machine‐Learning: The Importance of Physically Meaningful Descriptors File

Beker, Wiktor , Gajewska, Ewa P. , Badowski, Tomasz , Grzybowski, Bartosz A.

Article Issue Date2019-03 View10

Prediction of Problematic Smartphone Use: A Machine Learning Approach File

Lee, Juyeong , Kim, Woosung

Article Issue Date2021-06 View21

Prediction of Specific Anxiety Symptoms and Virtual Reality Sickness Using In Situ Autonomic Physiological Signals During Virtual Reality Treatment in Patients With Social Anxiety Disorder: Mixed Methods Study File File

Chun, Joo Young , Kim, Hyun-Jin , Hur, Ji-Won , Jung, Dooyoung , Lee, Heon-Jeong , Pack, Seung Pil , Lee, Sungkil , Kim, Gerard , Cho, Chung-Yean , Lee, Seung-Moo , et al

Article Issue Date2022-03 View25

Quantitative Screening of Cervical Cancers for Low-Resource Settings: Pilot Study of Smartphone-Based Endoscopic Visual Inspection After Acetic Acid Using Machine Learning Techniques File File

Bae, Jung Kweon , Roh, Hyun-Jin , You, Joon S. , Kim, Kyungbin , Ahn, Yujin , Askaruly, Sanzhar , Park, Kibeom , Yang, Hyunmo , Jang, Gil-Jin , Moon, Kyung Hyun , et al

Article Issue Date2020-03 View29

RAST-K v2-Three-Dimensional Nodal Diffusion Code for Pressurized Water Reactor Core Analysis File File

Park, Jinsu , Jang, Jaerim , Kim, Hanjoo , Choe, Jiwon , Yun, Dongmin , Zhang, Peng , Cherezov, Alexey , Lee, Deokjung

Article Issue Date2020-12 View13

Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions File

Vania, Malinda , Tama, Bayu Adhi , Maulahela, Hasan , Lim, Sunghoon

Article Issue Date2023-06 View21

Reduced Potential Barrier of Sodium-Substituted Disordered Rocksalt Cathode for Oxygen Evolution Electrocatalysts File

Singh, Aditya Narayan , Hajibabaei, Amir , Ha, Miran , Meena, Abhishek , Kim, Hyun-Seok , Bathula, Chinna , Nam, Kyung-Wan

Article Issue Date2023-01 View17

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 View26

Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network File File

Lee, Yeonjin , Han, Daehyeon , Ahn, Myoung-Hwan , Im, Jungho , Lee, Su Jeong

Article Issue Date2019-08 View14

RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation File File

Oh, Sangyun , Kim, Hye-Jin S. , Lee, Jongeun , Kim, Junmo

Article Issue Date2020-06 View23

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