publication

Bayesian Vector Heterogeneous Autoregressive Modeling

Journal of Statistical Computation and Simulation

Young Geun Kim, Changryong Baek

Bayesian Vector Heterogeneous Autoregressive Modeling

Residual Size is Not Enough for Anomaly Detection: Improving Detection Performance using Residual Similarity in Multivariate Time Series

SAC 2022 - Virtual Event

Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min

Residual Size is Not Enough for Anomaly Detection: Improving Detection Performance using Residual Similarity in Multivariate Time Series

Revitalizing Self-Organizing Map: Anomaly Detection using Forecasting Error Patterns

IFIP SEC 2021 - Oslo, Norway

Young Geun Kim, Jeong-Han Yun, Siho Han, Hyoung Chun Kim, Simon S. Woo

Revitalizing Self-Organizing Map: Anomaly Detection using Forecasting Error Patterns

Contextual Anomaly Detection by Correlated Probability Distributions using Kullback-Leibler Divergence

5th Workshop on Mining and Learning from Time Series, held in conjunction with KDD'19 Aug 5, 2019 - Anchorage, Alaska, USA

Jinwoo Cho, Shahroz Tariq, Sangyup Lee, Young Geun Kim, Jeong-Han Yun, Jonguk Kim, Hyoung Chun Kim, Simon S. Woo

Contextual Anomaly Detection by Correlated Probability Distributions using Kullback-Leibler Divergence