[Research] Professor Woo Simon’s Research Lab Publishes a Paper in 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
- College of Software and Engineering
- Hit944
- 2019-06-10
Professor Woo Simon’s Research Lab Publishes a Paper in 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
A paper from Professor Woo and his DASH (Data-driven AI Security HCI http://dash.skku.edu/) research lab got accepted into one of the top conference in CS machine learning/ data mining, 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. KDD is a world-class level of conference in data mining and application of machine learning. Professor Woo participated as a corresponding author in the research on anomaly detection of satellites, that has been under investigation by SUNY Korea and Korean Aerospace Research Institute (KARI). The research applies Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA to detect the anomaly more effectively. Additionally, the fact that the machine learning technology was applied to the actual satellite control system is considered meaningful.