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W

Woo Chang Kim

department of industrial and systems engineering

18H-index
164Paper Count
1.0KCitation Count
Published Papers 34
Publication Date
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A taxonomy of heterogeneous statistical interdependencies for graph-based financial time series prediction
errEngineering Applications of Artificial Intelligence
IF8
err2026-08-01
err0
PREAI
errChoi, Insu; Koh, Woosung; Kang, Gimin; Jang, Yuntae; Kim, Woo Chang
errShare
errSave
Deep financial planning
errAnnals of Operations Research
IF4.5
err2026-07-28
err0
PREAI
errHyunglip Bae; Jang Ho Kim; Hwayong Choi; Frank J. Fabozzi; Woo Chang Kim
errShare
errSave
Metric-based technical indicators for yield forecasting
errPacific-Basin Finance Journal
IF5.3
err2026-04-15
err0
PREAI
errInsu Choi; Soyeong Lim; Seoyeon Kim; Yeona Choi; Subin Han; Woo Chang Kim
errShare
errSave
A decision-focused learning framework for goal-based investing
errQuantitative Finance
IF1.4
err2026-01-01
err1
PREAI
errBae, Hyunglip; Park, Minsu; Jeon, Haeun; Kim, Woo Chang
errShare
errSave
Navigating the Flow: Unveiling Directional Information Transfer in Commodity Markets With Transfer Entropy and Moving Window Analysis
errComplexity
IF1.7
err2026-01-01
err0
PREAI
errChoi, Insu; Kim, Woo Chang
errShare
errSave
A multifaceted graph-wise network analysis of sector-based financial instruments' price-based discrepancies with diverse statistical interdependencies
errNORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE
IF3.9
err2025-01-01
err0
PREAI
errChoi, Insu; Kim, Woo Chang
errShare
errSave
Unlocking ETF price forecasting: Exploring the interconnections with statistical dependence-based graphs and xAI techniques
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err0
PREAI
errChoi, Insu; Kim, Woo Chang
errShare
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.
errShare
errSave
Practical forecasting of risk boundaries for industrial metals and critical minerals via statistical machine
errINTERNATIONAL REVIEW OF FINANCIAL ANALYSIS
IF9.8
err2024-07-01
err5
PREAI
errChoi, Insu; Kim, Woo Chang
errShare
errSave
An Explainable Prediction for Dietary-Related Diseases via Language Models
errNUTRIENTS
IF5
err2024-02-28
err0
errOAAI
errChoi, Insu; Kim, Jihye; Kim, Woo Chang
errShare
errSave
Estimating Historical Downside Risks of Global Financial Market Indices via Inflation Rate-Adjusted Dependence Graphs
errRESEARCH IN INTERNATIONAL BUSINESS AND FINANCE
IF6.9
err2023-10-01
err6
PREAI
errChoi, Insu; Kim, Woo Chang
errShare
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
Tracking customer risk aversion
errFINANCE RESEARCH LETTERS
IF6.9
err2023-06-01
err2
PREAI
errKong, Hyeongwoo; Yun, Wonje; Kim, Woo Chang
errShare
errSave
Improving data efficiency for analyzing global exchange rate fluctuations based on nonlinear causal network-based clustering
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2022-12-13
err1
errOAAI
errChoi, Insu; Yun, Wonje; Kim, Woo Chang
errShare
errSave
Constructing a personalized recommender system for life insurance products with machine-learning techniques
errINTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT
IF3.7
err2022-11-28
err5
PREAI
errKong, Hyeongwoo; Yun, Wonje; Joo, Weonyoung; Kim, Ju-Hyun; Kim, Kyoung-Kuk; Moon, Il-Chul; Kim, Woo Chang
errShare
errSave
Local residents' attitudes about wind farms and associated noise annoyance in South Korea
errENERGY POLICY
IF9.2
err2022-04-01
err16
errOAAI
errKi, Jaehong; Yun, Sun-Jin; Kim, Woo-Chang; Oh, Subin; Ha, Jihun; Hwangbo, Eunyoung; Lee, Hyoeun; Shin, Sumin; Yoon, Seulki; Youn, Hyewon
errShare
errSave
Dietary Pattern Extraction Using Natural Language Processing Techniques
errFRONTIERS IN NUTRITION
IF5.1
err2022-03-09
err2
errOAAI
errChoi, Insu; Kim, Jihye; Kim, Woo Chang
errShare
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
Cost of shareholder engagement by institutional investors under short-swing profit rule
errFINANCE RESEARCH LETTERS
IF6.9
err2021-05-01
err1
PREAI
errLee, Dongyeol; Kim, Woo Chang
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
F
Frank J. Fabozzi
H-index: 66 · Papers: 1.3K
J
Jihye Kim
H-index: 42 · Papers: 347
J
John M. Mulvey
H-index: 37 · Papers: 204
J
Jinkyu Lee
H-index: 29 · Papers: 234
M
Min Jeong Kim
H-index: 23 · Papers: 378
View more