Root Cause Identification for Collective Anomalies in Time Series given an Acyclic Summary Causal Graph with Loops.
Charles K. AssaadImad Ez-zejjariLei ZanPublished in: CoRR (2023)
Keyphrases
- root cause
- causal graph
- causal models
- causal ordering
- planning problems
- causal structure
- state variables
- risk management
- multivariate time series
- np hard
- np complete
- state space
- plan generation
- strips planning
- information systems
- dynamic environments
- learning algorithm
- software development
- software engineering
- case based reasoning
- np hardness
- probabilistic model