Scholarworks@UNIST: Browsing Repository

A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches File

Cho, Dongjin , Yoo, Cheolhee , Son, Bokyung , Im, Jungho , Yoon, Donghyuck , Cha, Dong-Hyun

Article Issue Date2022-03 View32

A novel method for micropollutant quantification using deep learning and multi-objective optimization File

Yun, Daeun , Kang, Daeho , Jang, Jiyi , Angeles, Anne Therese , Pyo, JongCheol , Jeon, Junho , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2022-04 View39

An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals File File

Tama, Bayu Adhi , Vania, Malinda , Kim, Iljung , Lim, Sunghoon

Article Issue Date2022-04 View86

An open-source deep learning model for predicting effluent concentration in capacitive deionization File

Son, Moon , Yoon, Nakyung , Park, Sanghun , Abbas, Ather , Cho, Kyung Hwa

Article Issue Date2023-01 View75

Analysis of laser-beam absorptance and keyhole behavior during laser keyhole welding of aluminum alloy using a deep-learning-based monitoring system File

Kim, Hyeongwon , Nam, Kimoon , Kim, Yeonsu , Ki, Hyungson

Article Issue Date2022-08 View69

Artificial intelligence for the prediction of tensile properties by using microstructural parameters in high strength steels File

Jung, Im Doo , Shin, Da Seul , Kim, Doohee , Lee, Jungsub , Lee, Min Sik , Son, Hye Jin , Reddy, N.S. , Kim, Moobum , Moon, Seung Ki , Kim, Kyung Tae , et al

Article Issue Date2020-06 View44

Autoencoders with exponential deviation loss for weakly supervised anomaly detection File

Kwon, Min-Seong , Moon, Yong-Geun , Lee, Byungju , Noh, Jung-Hoon

Article Issue Date2023-07 View48

Autonomous UAV Trail Navigation with Obstacle Avoidance Using Deep Neural Networks File

Back, Seungho , Cho, Gangik , Oh, Jinwoo , Tran, Xuan-Toa , Oh, Hyondong

Article Issue Date2020-12 View63

Batch nanofabrication of nanoheater for power-efficient gas sensors and wireless IoT application File File

Kim, Taejung

Thesis Issue Date2024-08 View32

Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy File File

Kim, Gyeongho , Yang, Sang Min , Kim, Dong Min , Kim, Sinwon , Choi, Jae Gyeong , Ku, Minjoo , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2023-11 View106

Challenge for Diagnostic Assessment of Deep Learning Algorithm for Metastases Classification in Sentinel Lymph Nodes on Frozen Tissue Section Digital Slides in Women with Breast Cancer File

Kim, Young-Gon , Song, In Hye , Lee, Hyunna , Kim, Sungchul , Yang, Dong Hyun , Kim, Namkug , Shin, Dongho , Yoo, Yeonsoo , Lee, Kyowoon , Kim, Dahye , et al

Article Issue Date2020-10 View28

Classification of breast cancer types, sub-types and grade from histopathological images using deep learning technique File

Zewdie, E.T. , Tessema, A.W. , Simegn, G.L.

Article Issue Date2021-11 View27

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images File

Yoo, Cheolhee , Han, Daehyeon , Im, Jungho , Bechtel, Benjamin

Article Issue Date2019-11 View63

Continual learning framework for a multicenter study with an application to electrocardiogram File File

Kim, Junmo , Lim, Min Hyuk , Kim, Kwangsoo , Yoon, Hyung-Jin

Article Issue Date2024-03 View65

CT synthesis with deep learning for MR-only radiotherapy planning: a review File

Roh, Junghyun , Ryu, Dongmin , Lee, Jimin

Article Issue Date2024-11 View55

Current Progress in the Application of Artificial Intelligence for Nuclear Power Plant Operation File

Bae, Junyong , Lee, Seung Jun

Article Issue Date2024-10 View52

DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing File

Gong, Taesik , Kim, Yewon , Orzikulova, Adiba , Liu, Yunxin , Hwang, Sung Ju , Shin, Jinwoo , Lee, Sung-Ju

Article Issue Date2023-06 View38

Deep belief network based statistical feature learning for fingerprint liveness detection File

Kim, Soowoong , Park, Bogun , Song, Bong Seop , Yang, Seungjoon

Article Issue Date2016-07 View61

Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network File

Kang, Eunhee , Chang, Won , Yoo, Jaejun , Ye, Jong Chul

Article Issue Date2018-06 View47

Deep Learning Based Decentralized Beamforming Methods for Multi-Antenna Interference Channels File File

Kim, Minseok , Lee, Hoon , Kim, Mintae , Lee, Inkyu

Article Issue Date2023-12 View47

Deep Learning Based Resource Assignment for Wireless Networks File

Kim, Minseok , Lee, Hoon , Lee, Hongju , Lee, Inkyu

Article Issue Date2021-12 View47

Deep Learning Diffuse Optical Tomography File

Yoo, Jaejun , Sabir, Sohail , Heo, Duchang , Kim, Kee Hyun , Wahab, Abdul , Choi, Yoonseok , Lee, Seul-, I , Chae, Eun Young , Kim, Hak Hee , Bae, Young Min , et al

Article Issue Date2020-04 View42

Deep learning enhances reliability of dynamic contrast-enhanced MRI in diffuse gliomas: bypassing post-processing and providing uncertainty maps File

Lyoo, Young Wook , Lee, Haneol , Lee, Junhyeok , Park, Jung Hyun , Hwang, Inpyeong , Chung, Jin Wook , Choi, Seung Hong , Yoo, Jaejun , Choi, Kyu Sung

Article Issue Date2025-04 View4

Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding File

Jang, jeonghyeon , Lee, Hoon , Kim, Il-Min , Lee, InKyu

Article Issue Date2022-11 View54

Deep learning for NAD/NADP cofactor prediction and engineering using transformer attention analysis in enzymes File

Kim, Jaehyung , Woo, Jihoon , Park, Joon Young , Kim, Kyung-Jin , Kim, Donghyuk

Article Issue Date2025-01 View30

Deep learning for pH prediction in water desalination using membrane capacitive deionization File

Son, Moon , Yoon, Nakyung , Jeong, Kwanho , Abass, Ather , Logan, Bruce E. , Cho, Kyung Hwa

Article Issue Date2021-11 View50

Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks File

Yu, Daesung , Lee, Hoon , Park, Seok-Hwan , Hong, Seung-Eun

Article Issue Date2021-10 View33

Deep Learning Methods for Universal MISO Beamforming File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2020-11 View42

Deep learning model for predicting hardness distribution in laser heat treatment of AISI H13 tool steel File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2019-05 View36

Deep learning model for simulating influence of natural organic matter in nanofiltration File

Shim, Jaegyu , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2021-06 View29

Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI File

Nath, Vishwesh , Schilling, Kurt G. , Parvathaneni, Prasanna , Hansen, Colin B. , Hainline, Allison E. , Huo, Yuankai , Blaber, Justin A. , Lyu, Ilwoo , Janve, Vaibhav , Gao, Yurui , et al

Article Issue Date2019-10 View32

Deep learning with data preprocessing methods for water quality prediction in ultrafiltration File

Shim, Jaegyu , Hong, Seokmin , Lee, Jiye , Lee, Seungyong , Kim, Young Mo , Chon, Kangmin , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2023-11 View39

Deep learning-based approach for enhanced monitoring in aquatic systems: Detection and prediction File

Lee, Jinuk

Thesis Issue Date2025-02 View8

Deep Learning-Based Cellular Random Access Framework File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S. , Shin, Hyundong

Article Issue Date2021-11 View38

Deep learning-based classification of diffusion-weighted imaging-fluid-attenuated inversion recovery mismatch File

Kim, Pum Jun , Kim, Dongyoung , Lee, Joonwon , Kim, Hyung Chan , Seo, Jung Hwa , Lee, Suk Yoon , Kwon, Doo Hyuk , Park, Hyungjong , Yoo, Jaejun , Park, Seongho

Article Issue Date2025-02 View11

Deep learning-based label-free hematology analysis framework using optical diffraction tomography File

Ryu, Dongmin , Bak, Taeyoung , Ahn, Daewoong , Kang, Hayoung , Oh, Sanggeun , Min, Hyun-seok , Lee, Sumin , Lee, Jimin

Article Issue Date2023-08 View65

Deep learning-based monitoring system for predicting top and bottom bead widths during the laser welding of aluminum alloy File

Nam, Kimoon , Ki, Hyungson

Article Issue Date2024-06 View95

Deep Learning-Based Power Control for Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2019-11 View40

Deep learning-based prediction of thermal residual stress and melt pool characteristics in laser-irradiated carbon steel File

Woo, Myungrin , Ki, Hyungson

Article Issue Date2024-06 View64

Deep learning-based restoration of noise-corrupted and saturated beam profiles for real-time proton beam monitoring and quality assurance File

Jung, Gwang-il , Hwang, Young Seok , Kim, Yu Mi , Lee, Chan Young , Ha, Jun Mok , Oh, Eun Joo , Lee, Jae Hyun , Lee, Jimin

Article Issue Date2025-08 View3

Deep learning-based retrieval of cyanobacteria pigment in inland water for in-situ and airborne hyperspectral data File

Yim, Inhyeok , Shin, Jihoon , Lee, Hyuk , Park, Sanghyun , Nam, Gibeom , Kang, Taegu , Cho, Kyung Hwa , Cha, YoonKyung

Article Issue Date2020-03 View68

Deep-learning approach for predicting crystalline phase distribution of femtosecond laser-processed silicon File File

Kim, Hyun Kyung , Woo, Myungrin , Ki, Hyungson

Article Issue Date2023-02 View78

Deep-learning model for predicting hardness and phase distributions from two cross-sectional temperature distribution images in laser heat treatment of AH36 steel File File

Son, Myeonggyun , Ki, Hyungson

Article Issue Date2023-11 View61

Deep-learning-based system-scale diagnosis of a nuclear power plant with multiple infrared cameras File File

Jin, Ik Jae , Lim, Do Yeong , Bang, In Cheol

Article Issue Date2023-02 View52

DeepHCS plus plus : Bright-field to fluorescence microscopy image conversion using multi-task learning with adversarial losses for label-free high-content screening File

Lee, Gyuhyun , Oh, Jeong-Woo , Her, Nam-Gu , Jeong, Won-Ki

Article Issue Date2021-05 View57

Developing a deep learning model for the simulation of micro-pollutants in a watershed File

Yun, Daeun , Abbas, Ather , Jeon, Junho , Ligaray, Mayzonee , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2021-06 View67

Developing a deep learning-based uncertainty-aware tool wear prediction method using smartphone sensors for the turning process of Ti-6Al-4V File

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

Article Issue Date2024-10 View1091

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 View67

Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability File

Park, Yae Won , Eom, Sujeong , Kim, Seungwoo , Lim, Sungbin , Park, Ji Eun , Kim, Ho Sung , You, Seng Chan , Ahn, Sung Soo , Lee, Seung-Koo

Article Issue Date2024-09 View34

Environmental Monitoring and Forecasting Using Advanced Remote Sensing Approaches File

Park, Seonyoung , Song, Ahram , Lee, Yangwon , Im, Jungho

Article Issue Date2023-10 View64

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 View49

Fisher-informed continual learning for remaining useful life prediction of machining tools under varying operating conditions File

Kim, Gyeongho , Kang, Yun Seok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2025-01 View97

FPL-net: A deep learning framework for solving the nonlinear Fokker-Planck-Landau collision operator for anisotropic temperature relaxation File

Noh, Hyeongjun , Lee, Jimin , Yoon, Eisung

Article Issue Date2025-02 View29

Full-Fiber Auxetic-Interlaced Yarn Sensor for Sign-Language Translation Glove Assisted by Artificial Neural Network File

Wu, Ronghui , Seo, Sangjin , Ma, Liyun , Bae, Juyeol , Kim, Taesung

Article Issue Date2022-12 View55

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 View30

Hierarchical deep learning model to simulate phytoplankton at phylum/ class and genus levels and zooplankton at the genus level File

Baek, Sang-Soo , Jung, Eun-Young , Pyo, JongCheol , Pachepsky, Yakov , Son, Heejong , Cho, Kyung Hwa

Article Issue Date2022-06 View55

High-accuracy rebar position detection using deep learning-based frequency-difference electrical resistance tomography File

Jeon, Dongho , Kim, Min Kyoung , Jeong, Yeounung , Oh, Jae Eun , Moon, Juhyuk , Kim, Dong Joo , Yoon, Seyoon

Article Issue Date2022-03 View42

High-resolution 3D abdominal segmentation with random patch network fusion File

Tang, Y. , Gao, R. , Lee, H.H. , Han, S. , Chen, Y. , Gao, D. , Nath, V. , Bermudez, C. , Savona, M.R. , Abramson, R.G. , et al

Article Issue Date2021-04 View67

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 View56

Identifying household finance heterogeneity via deep clustering File File

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

Article Issue Date2023-06 View42

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