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1. Journal Articles(College of Engineering > School of Industrial and Management Engineering > 1. Journal Articles)752

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Collection's Items (Sorted by 등록일자 in 내림차순 order): 1 to 20 of 752

SCIESSCISCOPUS
Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversionopen access

Lee, Euna; Nam, Myungwoo; Lee, Hongchul

ArticleIssue Date2022CitationSUSTAINABILITY, v.14, no.18PublisherMDPI
SCIESCOPUS
COVID-19 CXR Classification: Applying Domain Extension Transfer Learning and Deep Learningopen access

Park, KwangJin; Choi, YoungJin; Lee, HongChul

ArticleIssue Date2022CitationAPPLIED SCIENCES-BASEL, v.12, no.21PublisherMDPI
SCIESCOPUS
Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis

Cho, Yoon Sang; Kim, Seoung Bum

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.52, no.7, pp.4374 - 4387PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
DuETNet: Dual Encoder based Transfer Network for thoracic disease classification

Lee, Min Seok; Han, Sung Won

ArticleIssue Date2022CitationPATTERN RECOGNITION LETTERS, v.161, pp.143 - 153PublisherELSEVIER
SCIESCOPUS
Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series

Lee, Han Kyu; Lee, Jiyoon; Kim, Seoung Bum

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.34, no.9, pp.4102 - 4118PublisherIEEE COMPUTER SOC
SCIESCOPUS
Safe semi-supervised learning using a bayesian neural network

Bae, Jinsoo; Lee, Minjung; Kim, Seoung Bum

ArticleIssue Date2022CitationINFORMATION SCIENCES, v.612, pp.453 - 464PublisherELSEVIER SCIENCE INC
SCIESCOPUS
Bagging ensemble-based novel data generation method for univariate time series forecasting

Kim, Donghwan; Baek, Jun-Geol

ArticleIssue Date2022CitationEXPERT SYSTEMS WITH APPLICATIONS, v.203PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESSCISCOPUS
Remanufacturing Decision-Making for Gas Insulated Switchgear with Remaining Useful Life Predictionopen access

Moon, Seokho; Cho, Hansam; Koh, Eunji; Cho, Yong Sung; Oh, Hyoung Lok; Kim, Younghoon; Kim, Seoung Bum

ArticleIssue Date2022CitationSUSTAINABILITY, v.14, no.19PublisherMDPI
KCI
Consistency Regularization을 적용한 멀티모달 한국어 감정인식

김정희; 강필성

ArticleIssue Date2021Citation대한산업공학회지, v.47, no.6, pp.549 - 559Publisher대한산업공학회
KCI
구어체 적응 사전 학습을 통한 한국어 감정 분류 성능 향상

이정훈; 김동화; 노영빈; 강필성

ArticleIssue Date2021Citation대한산업공학회지, v.47, no.4, pp.342 - 350Publisher대한산업공학회
KCI
WaDGAN-AD를 이용한 전력 소비 패턴의 비지도 학습 기반 이상 탐지

김혜연; 김형석; 강필성

ArticleIssue Date2021Citation대한산업공학회지, v.47, no.5, pp.421 - 432Publisher대한산업공학회
SCIESCOPUS
EM-LAST: Effective Multidimensional Latent Space Transport for an Unpaired Image-to-Image Translation With an Energy-Based Modelopen access

Han, Giwoong; Min, Jinhong; Han, Sung Won

ArticleIssue Date2022CitationIEEE ACCESS, v.10, pp.72839 - 72849PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
CRFormer: Complementary Reliability Perspective Transformer for Automotive Components Reliability Prediction Based on Claim Dataopen access

Park, Hyun Joon; Kim, Taehyeong; Kim, Young Seok; Min, Jinhong; Sung, Ki Woo; Han, Sung Won

ArticleIssue Date2022CitationIEEE ACCESS, v.10, pp.88457 - 88468PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUSKCI
Interior Wind Noise Prediction and Visual Explanation System for Exterior Vehicle Design Using Combined Convolution Neural Networks

Park, HaEun; Jung, Hoichan; Lee, Min Seok; Kim, Doohyung; Lee, Jongwon; Han, Sung Won

ArticleIssue Date2022CitationINTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, v.23, no.4, pp.1013 - 1021PublisherKOREAN SOC AUTOMOTIVE ENGINEERS-KSAE
SCIESCOPUS
Comparative study of deep learning algorithms for atomic force microscopy image denoising

Jung, Hoichan; Han, Giwoong; Jung, Seong Jun; Han, Sung Won

ArticleIssue Date2022CitationMICRON, v.161PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
AGV dispatching algorithm based on deep Q-network in CNC machines environment

Chang, Kyuchang; Park, Seung Hwan; Baek, Jun-Geol

ArticleIssue Date2022CitationINTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, v.35, no.6, pp.662 - 677PublisherTAYLOR & FRANCIS LTD
KCI
설명 가능한 합성곱 신경망을 활용한 센서 기반의 시계열 데이터 분류 모델 제안

장영준; 김지호; 이홍철

ArticleIssue Date2022Citation한국컴퓨터정보학회논문지, v.27, no.5, pp.55 - 67Publisher한국컴퓨터정보학회
KCI
BERT 기반의 사전 학습 언어 모형을 이용한 한국어 문서 추출 요약 베이스라인 설계

박재언; 김지호; 이홍철

ArticleIssue Date2022Citation한국정보기술학회논문지, v.20, no.6, pp.19 - 32Publisher한국정보기술학회
KCI
기계 건강 지표 구축을 위한 재구성 기반 이상 탐지

송승환; 황우영; 이유진; 백준걸

ArticleIssue Date2022Citation대한산업공학회지, v.48, no.4, pp.367 - 375Publisher대한산업공학회
KCI
Self-attention Convolutional Autoencoder와 Temporal Convolutional Network를 이용한 Two Phase 다변량 시계열 예측

황우영; 백준걸

ArticleIssue Date2022Citation대한산업공학회지, v.48, no.4, pp.355 - 366Publisher대한산업공학회
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