FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account Features

Authors: Lim, Seonkyu, Choi, Jeongwhan, Lee, Jaehoon, Park, Noseong

Source: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp) BIGCOMP Big Data and Smart Computing (BigComp), 2025 IEEE International Conference on. :199-206 Feb, 2025

Relation: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp)

Financial Data Generation Utilizing Graph Information from Transaction Networks

Authors: Kwanggeun, Kim, Lim, Seonkyu, Choi, Seungho, Kang, Suk-Ju

Source: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp) BIGCOMP Big Data and Smart Computing (BigComp), 2025 IEEE International Conference on. :33-40 Feb, 2025

Relation: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp)

KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding

Authors: Hwang, Bokwang, Lim, Seonkyu, Kim, Taewoong, Geun, Yongjae, Bang, Sunghyun, Park, Sohyun, Park, Jihyun, Lee, Myeonggyu, Lee, Jinwoo, Kim, Yerin, Yoo, Jinsun, Hong, Jingyeong, Park, Jina, Kim, Yongchan, Kim, Suhyun, Hahm, Younggyun, Lee, Yiseul, Kang, Yejee, Yoon, Chanhyuk, Lee, Chansu, Jeong, Heeyewon, Lee, Jiyeon, Gu, Seonhye, Kang, Hyebin, Cho, Yousang, Yoo, Hangyeol, Lim, KyungTae

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2504.13216

Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP

Authors: Lim, Seonkyu, Choi, Jeongwhan, Park, Noseong, Yoon, Sang-Ha, Kang, ShinHyuck, Kim, Young-Min, Kang, Hyunjoong

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.08732

Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations

Authors: Lim, Seonkyu, Park, Jaehyeon, Kim, Seojin, Wi, Hyowon, Lim, Haksoo, Jeon, Jinsung, Choi, Jeongwhan, Park, Noseong

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :748-757 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

MadSGM: Multivariate Anomaly Detection with Score-based Generative Models

Authors: Lim, Haksoo, Park, Sewon, Kim, Minjung, Lee, Jaehoon, Lim, Seonkyu, Park, Noseong

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.15069

Forecasting topic trends of blockchain utilizing topic modeling and deep learning-based time-series prediction on different document types

Authors: Park, Yejin ^{a, 1}, Lim, Seonkyu ^{b, 1}, Gu, Changdai ^{c, d, 1}, Syafiandini, Arida Ferti ^{a, e}, Song, Min ^{a, ⁎}

Source: In Journal of Informetrics May 2025 19(2)