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Y

Yongjae Lee

ulsan national institute of science and technology

19H-index
154Paper Count
1.6KCitation Count
Published Papers 28
Publication Date
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Hybrid Temporal Autoencoder and Similarity Matching for Low Aggregation Level Long Time Series Forecasting
errJournal of Forecasting
IF2.7
err2026-09-22
err0
errOAAI
errHanbyeol Park; Sunghyun Sim; Kikun Park; Yongjae Lee; Eunhee Park; Hyerim Bae
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errSave
Decision-informed neural network with large language model integration for portfolio optimization
errExpert Systems with Applications
IF7.5
err2026-09-13
err0
PREAI
errYoontae Hwang; Yaxuan Kong; Stefan Zohren; Yongjae Lee
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errSave
A comparative analysis of inflammasomopathy and interferonopathy in vaccine myocarditis and conventional myocarditis
errJOURNAL OF IMMUNOLOGY
IF3.4
err2025-11-01
err0
PREAI
errLee, Yongjae; Hyun, Junho; Kim, Eui-Soon; Joo, Jeong Ho; Kim, Jungyu; Shin, Eui-Cheol; Youn, Jong-Chan; Lee, Sang Eun; Lee, Jeong Seok
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errSave
Machine learning for disease-specific prediction of high-cost patients
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-16
err0
PREAI
errInwoo Tae; Hyeongwoo Kong; Junghye Lee; Yongjae Lee
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errSave
Identifying key factors influencing import container dwell time using eXplainable Artificial Intelligence
errMARITIME TRANSPORT RESEARCH
IF4.8
err2024-12-01
err2
errOAAI
errLee, Yongjae; Park, Kikun; Lee, Hyunjae; Son, Jongpyo; Kim, Seonhwan; Bae, Hyerim
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errSave
Enhancing mean-variance portfolio optimization through GANs-based anomaly detection
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2024-09-20
err1
PREAI
errKim, Jang Ho; Kim, Seyoung; Lee, Yongjae; Kim, Woo Chang; Fabozzi, Frank J.
errShare
errSave
Goal-based investing with goal postponement: multistage stochastic mixed-integer programming approach
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2024-08-30
err1
PREAI
errBae, Sanghyeon; Lee, Yongjae; Kim, Woo Chang; Kim, Jang Ho; Fabozzi, Frank J.
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errSave
Heterogeneous trading behaviors of individual investors: A deep clustering approach
errFINANCE RESEARCH LETTERS
IF6.9
err2024-07-01
err0
PREAI
errHwang, Yoontae; Park, Junpyo; Kim, Jang Ho; Lee, Yongjae; Fabozzi, Frank J.
errShare
errSave
CRISPR-aided genome engineering for secondary metabolite biosynthesis in Streptomyces
errJOURNAL OF INDUSTRIAL MICROBIOLOGY & BIOTECHNOLOGY
IF3.2
err2024-03-04
err6
errOAAI
errLee, Yongjae; Hwang, Soonkyu; Kim, Woori; Kim, Ji Hun; Palsson, Bernhard O.; Cho, Byung-Kwan
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errSave
Stop-loss adjusted labels for machine learning-based trading of risky assets
errFINANCE RESEARCH LETTERS
IF6.9
err2023-12-01
err2
PREAI
errHwang, Yoontae; Park, Junpyo; Lee, Yongjae; Lim, Dong-Young
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errSave
Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery
errJOURNAL OF BIG DATA
IF6.4
err2023-09-12
err2
errOAAI
errYun, Geonil; Lee, Yongjae; Moon, A-Seong; Lee, Jaesung
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errSave
Value function gradient learning for large-scale multistage stochastic programming problems
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-07-01
err5
errOAAI
errLee, Jinkyu; Bae, Sanghyeon; Kim, Woo Chang; Lee, Yongjae
errShare
errSave
Identifying household finance heterogeneity via deep clustering
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2022-09-21
err9
errOAAI
errHwang, Yoontae; Lee, Yongjae; Fabozzi, Frank J.
errShare
errSave
Vulcan: Automatic extraction and analysis of cyber threat intelligence from unstructured text
errCOMPUTERS & SECURITY
IF5.4
err2022-09-01
err24
PREAI
errJo, Hyeonseong; Lee, Yongjae; Shin, Seungwon
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errSave
Photonic and optoelectronic neuromorphic computing
errAPL PHOTONICS
IF5.3
err2022-05-24
err26
errOAAI
errEl Srouji, L.; Krishnan, A.; Ravichandran, R.; Lee, Y.; On, M.; Xiao, X.; Yoo, S. J. Ben
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errSave
Goal-based investing based on multi-stage robust portfolio optimization
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2022-03-02
err12
PREAI
errKim, Jang Ho; Lee, Yongjae; Kim, Woo Chang; Fabozzi, Frank J.
errShare
errSave
Genome-scale analysis of genetic regulatory elements in Streptomyces avermitilis MA-4680 using transcript boundary information
errBMC GENOMICS
IF3.7
err2022-01-21
err8
errOAAI
errLee, Yongjae; Lee, Namil; Hwang, Soonkyu; Kim, Woori; Cho, Suhyung; Palsson, Bernhard O.; Cho, Byung-Kwan
errShare
errSave
RiboRid: A low cost, advanced, and ultra-efficient method to remove ribosomal RNA for bacterial transcriptomics
errPLOS GENETICS
IF3.7
err2021-09-27
err26
errOAAI
errChoe, Donghui; Szubin, Richard; Poudel, Saugat; Sastry, Anand; Song, Yoseb; Lee, Yongjae; Cho, Suhyung; Palsson, Bernhard; Cho, Byung-Kwan
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errSave
Elucidating the Regulatory Elements for Transcription Termination and Posttranscriptional Processing in the Streptomyces clavuligerus Genome
errMSYSTEMS
IF4.6
err2021-06-29
err8
errOAAI
errHwang, Soonkyu; Lee, Namil; Choe, Donghui; Lee, Yongjae; Kim, Woori; Jeong, Yujin; Cho, Suhyung; Palsson, Bernhard O.; Cho, Byung-Kwan
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errSave
Discovery of novel secondary metabolites encoded in actinomycete genomes through coculture
errJOURNAL OF INDUSTRIAL MICROBIOLOGY & BIOTECHNOLOGY
IF3.2
err2021-01-25
err38
errOAAI
errKim, Ji Hun; Lee, Namil; Hwang, Soonkyu; Kim, Woori; Lee, Yongjae; Cho, Suhyung; Palsson, Bernhard O.; Cho, Byung-Kwan
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errSave

Research Directions

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Co-authors
Cooperation Journals
B
Bernhard Ø. Palsson
H-index: 166 · Papers: 1.2K
Y
Yoon‐Koo Kang
H-index: 93 · Papers: 864
F
Frank J. Fabozzi
H-index: 66 · Papers: 1.3K
J
Jae‐Lyun Lee
H-index: 66 · Papers: 642
E
Eui‐Cheol Shin
H-index: 63 · Papers: 512
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