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CAFO: Feature-Centric Explanation on Time Series Classification File

Kim, Jaeho , Hahn, Seok-Ju , Hwang, Yoontae , Lee, Junghye , Lee, Seulki

Conference Paper Issue Date2024-08-28 View95
Deep Learning in Asset Management: Architectures, Applications, and Challenges File

Hwang, Yoontae , Lee, Youngbin , Lee, Junhyeong , Zohren, Stefan , Kim, Jang Ho , Kim, Woo Chang , Lee, Yongjae , Fabozzi, Frank J.

Article Issue Date2025-11 View29
Financial Representation Learning File

Hwang, Yoontae

Thesis Issue Date2024-08 View116
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset File

Hwang, Yoontae , Lee, Yongjae

Conference Paper Issue Date2025-04-11 View35
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 View133
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 View136
Identifying household finance heterogeneity via deep clustering File File

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

Article Issue Date2023-06 View115
SimStock : Representation Model for Stock Similarities File

Hwang, Yoontae , Lee, Junhyeong , Kim, Daham , Noh, Seunghwan , Hong, Joohwan , Lee, Yongjae

Conference Paper Issue Date2023-11-27 View126
Stop-loss adjusted labels for machine learning-based trading of risky assets File

Hwang, Yoontae , Park, Junpyo , Lee, Yongjae , Lim, Dong-Young

Article Issue Date2023-12 View158
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