2 papers
cs.LG2019
Implicit Context-aware Learning and Discovery for Streaming Data Analytics
Kin Gwn Lore, Kishore K. Reddy
The performance of machine learning model can be further improved if contextual cues are provided as input along with base features that are directly related to an inference task.…
stat.ML2018
Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems
Chao Liu, Kin Gwn Lore, Zhanhong Jiang +1
Performance monitoring, anomaly detection, and root-cause analysis in complex cyber-physical systems (CPSs) are often highly intractable due to widely diverse operational modes, di…