Home
Publications
Research
Projects
Software
About/Contact
Light
Dark
Automatic
Publications
Type
Uncategorized
Conference paper
Journal article
Date
2023
2022
2021
2019
Bayesian Vector Heterogeneous Autoregressive Modeling
Journal of Statistical Computation and Simulation
Young Geun Kim
,
Changryong Baek
PDF
Cite
Dataset
Project
DOI
R Package
Codes
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
PDF
Cite
Project
DOI
Data - SWaT
SWaT - seq2seq
Data - WADI
Data - HAI
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
PDF
Cite
Code
Project
Slides
DOI
Data - SWaT
Data - HAI
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
PDF
Cite
Code
Dataset
Project
Cite
×