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Beomseok Seo
Beomseok Seo
Assistant Professor of Statistics, SMU | Ex-Senior Economist, Bank of Korea
在 sookmyung.ac.kr 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Optimal transport, mean partition, and uncertainty assessment in cluster analysis
J Li, B Seo, L Lin
Statistical Analysis and Data Mining: The ASA Data Science Journal 12 (5 …, 2019
232019
Measuring News Sentiment of Korea Using Transformer
B Seo, Y Lee, H Cho
Korean Economic Review 40 (1), 149-176, 2024
9*2024
Mixture of linear models co-supervised by deep neural networks
B Seo, L Lin, J Li
Journal of Computational and Graphical Statistics 31 (4), 1303-1317, 2022
62022
Block-wise variable selection for clustering via latent states of mixture models
B Seo, L Lin, J Li
Journal of Computational and Graphical Statistics 31 (1), 138-150, 2022
42022
기계학습을 이용한 뉴스심리지수(NSI)의 작성과 활용 (Compilation and Usage of News Sentiment Index (NSI) Using Machine Learning)
B Seo, Y Lee, H Cho
BOK National Accounts Review 2022 (1), 68-90, 2022
2*2022
Econometric forecasting using ubiquitous news text: Text-enhanced factor model
B Seo
International Journal of Forecasting, 2024
12024
Real-time private consumption prediction using big data
SJ Shin, B Seo
The Korean Journal of Applied Statistics 37 (1), 13-38, 2024
1*2024
Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs
B Seo, J Li
Scientific Reports 14 (1), 26302, 2024
2024
Using noise filtering and sufficient dimension reduction method on unstructured economic data
JK Yoo, Y Park, B Seo
The Korean Journal of Applied Statistics 37 (2), 119-138, 2024
2024
Point and Risk Estimation Using an Ensemble of Models for Nowcasting: Prism-Now
B Seo, H Cho, D Lee
Bank of Korea WP 27, 2023
2023
AI 알고리즘을 이용한 산업모니터링: 증권사 리포트 텍스트 분석 (Industry Monitoring Using AI Algorithm: Analyst Reports Text Mining)
B Seo
BOK Issue Note 2023 (5), 2023
2023
뉴스 텍스트를 이용한 경기 예측: 경제부문별 텍스트 지표의 작성과 활용 (Economic Forecasting Using News Texts: The Compilation and Usage of Text-based Economic Field Indicators)
B Seo
BOK Issue Note 2022 (18), 2022
2022
Interpretable Statistical Learning: From Hidden Markov Models to Neural Networks
B Seo
The Pennsylvania State University, 2021
2021
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