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1. Journal Articles(SCH Media Labs > Department of Big Data Engineering > 1. Journal Articles)78

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 78

A Hybrid Ensemble Model for Solar Irradiance Forecasting: Advancing Digital Models for Smart Island Realizationopen access

So, Dayeong; Oh, Jinyeong; Leem, Subeen; Ha, Hwimyeong; Moon, Jihoon

ArticleIssue Date2023CitationElectronics (Basel), v.12, no.12PublisherMDPI AG
Towards Data-Driven Decision-Making in the Korean Film Industry: An XAI Model for Box Office Analysis Using Dimension Reduction, Clustering, and Classificationopen access

Leem, Subeen; Oh, Jisong; So, Dayeong; Moon, Jihoon

ArticleIssue Date2023CitationEntropy, v.25, no.4PublisherMultidisciplinary Digital Publishing Institute (MDPI)
Glucose Transformer: Forecasting Glucose Level and Events of Hyperglycemia and Hypoglycemia

Lee, Sang-Min; Kim, Dae-Yeon; Woo, Jiyoung

ArticleIssue Date2023CitationIEEE Journal of Biomedical and Health Informatics, v.27, no.3, pp 1600 - 1611PublisherInstitute of Electrical and Electronics Engineers Inc.
RAID: Robust and Interpretable Daily Peak Load Forecasting via Multiple Deep Neural Networks and Shapley Valuesopen access

Jang, Joohyun; Jeong, Woonyoung; Kim, Sangmin; Lee, Byeongcheon; Lee, Miyoung; Moon, Jihoon

ArticleIssue Date2023CitationSustainability, v.15, no.8PublisherMDPI Open Access Publishing
A Framework for Understanding Unstructured Financial Documents Using RPA and Multimodal Approachopen access

Cho, Seongkuk; Moon, Jihoon; Bae, Junhyeok; Kang, Jiwon; Lee, Sangwook

ArticleIssue Date2023CitationElectronics (Basel), v.12, no.4PublisherMDPI AG
Effect of a Novel Handheld Photobiomodulation Therapy Device in the Management of Chemoradiation Therapy-Induced Oral Mucositis in Head and Neck Cancer Patients: A Case Series Studyopen access

Jo, In-Young; Byeon, Hyung-Kwon; Ban, Myung-Jin; Park, Jae-Hong; Lee, Sang-Cheol; Won, Yong Kyun; Eun, Yun-Su; Kim, Jae-Yun; Yang, Na-Gyeong; Lee, Sul-Hee, et al.

ArticleIssue Date2023CitationPhotonics, v.10, no.3PublisherMDPI AG
Immediate and Late Effects of Pulse Widths and Cycles on Bipolar, Gated Radiofrequency-Induced Tissue Reactions in in vivo Rat Skinopen access

Kim, Hee Kyung; Kim, Hyun-Jo; Kim, Jae Yun; Ban, Myung Jin; Son, Jiwon; Hwang, Yongsung; Bin Cho, Sung

ArticleIssue Date2023CitationClinical, Cosmetic and Investigational Dermatology, v.16, pp 721 - 729PublisherDove Medical Press Limited
운전자의 행동과 심리분석 결과에 오토인코더를 적용한 운전자 감정인식 모델개발

정은서; 김서희; 홍윤정; 양인범; 우지영

ArticleIssue Date2023Citation한국컴퓨터정보학회논문지, v.28, no.3, pp 35 - 43Publisher한국컴퓨터정보학회
Multistep-Ahead Solar Irradiance Forecasting for Smart Cities Based on LSTM, Bi-LSTM, and GRU Neural Networks

문지훈; 한유나; 장항배; 노승민

ArticleIssue Date2022Citation한국전자거래학회지, v.27, no.4, pp 27 - 52Publisher한국전자거래학회
머신러닝을 활용한 KBO 외국인 투수 재계약 예측 모형

박태신; 김재윤

ArticleIssue Date2022Citation한국데이터정보과학회지, v.33, no.6, pp 963 - 976Publisher한국데이터정보과학회
Toward explainable electrical load forecasting of buildings: A comparative study of tree-based ensemble methods with Shapley values

Moon, Jihoon; Rho, Seungmin; Baik, Sung Wook

ArticleIssue Date2022CitationSustainable Energy Technologies and Assessments, v.54PublisherElsevier Limited
A Deep Reinforcement Learning-Based Decision Support System for Automated Stock Market Tradingopen access

Ansari, Yasmeen; Yasmin, Sadaf; Naz, Sheneela; Zaffar, Hira; Ali, Zeeshan; Moon, Jihoon; Rho, Seungmin

ArticleIssue Date2022CitationIEEE Access, v.10, pp 127469 - 127501PublisherInstitute of Electrical and Electronics Engineers Inc.
GAN-based sensor data augmentation: Application for counting moving people and detecting directions using PIR sensors

Yun, Jaeseok; Kim, Daehee; Kim, Dong Min; Song, Taewon; Woo, Jiyoung

ArticleIssue Date2023CitationEngineering Applications of Artificial Intelligence, v.117PublisherPergamon Press Ltd.
A machine learning trading system for the stock market based on N-period Min-Max labeling using XGBoost

Han, Yechan; Kim, Jaeyun; Enke, David

ArticleIssue Date2023CitationExpert Systems with Applications, v.211PublisherPergamon Press Ltd.
SwahBERT: Language Model of Swahili

Martin, Gati L.; Mswahili, Medard E.; Jeong, Young-Seob; Woo, Jiyoung

ArticleIssue Date2022CitationNAACL 2022: THE 2022 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES, pp.314 - +PublisherASSOC COMPUTATIONAL LINGUISTICS-ACL
Prediction of Defect Coffee Beans Using CNN

Lee, Ji-Yoon; Jeong, Young-Seob

ArticleIssue Date2022Citation2022 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (IEEE BIGCOMP 2022), pp.202 - 205PublisherIEEE
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithmsopen access

Kim, Dae-Yeon; Choi, Dong-Sik; Kang, Ah Reum; Woo, Jiyoung; Han, Yechan; Chun, Sung Wan; Kim, Jaeyun

ArticleIssue Date2022CitationComplexity, v.2022PublisherJohn Wiley & Sons Inc.
Malware Detection Using Byte Streams of Different File Formatsopen access

Jeong, Young-Seob; Lee, Sang-Min; Kim, Jong-Hyun; Woo, Jiyoung; Kang, Ah Reum

ArticleIssue Date2022CitationIEEE Access, v.10, no.0, pp 51041 - 51047PublisherInstitute of Electrical and Electronics Engineers Inc.
N-기간 변동성 데이터 라벨링을 활용한 XGBoost 트레이딩 시스템 개발

한예찬; 김영민

ArticleIssue Date2021Citation한국데이터정보과학회지, v.32, no.5, pp 1049 - 1070Publisher한국데이터정보과학회
Transiently Observed Trace Albuminuria on Urine Dipstick Test Is Associated With All-Cause Death, Cardiovascular Death, and Incident Chronic Kidney Disease: A National Health Insurance Service-National Sample Cohort in Koreaopen access

Park, Samel; Woo, Jiyoung; Leem, Subeen; Heo, Nam Hun; Cho, Nam-Jun; Gil, Hyowook; Kim, Jae Heon; Lee, Eun Young

ArticleIssue Date2022CitationFrontiers in Cardiovascular Medicine, v.9, no.0, pp 1 - 10PublisherFrontiers Media S.A.
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