Graphical Models

Ups and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery
In social media analysis, one critical task is detecting burst of topics or buzz, which is reflected by extremely frequent mentions of …
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Granger Causality for Time-Series Anomaly Detection
Recent developments in industrial systems provide us with a large amount of time series data from sensors, logs, system settings and …
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