CCE is a bounded, robust, O(n) event-level metric for time series anomaly detection that combines prediction confidence with Bayesian uncertainty consistency, and RankEval is a new benchmark for comparing such metrics.
Insightful sim- plicity: Dissimilarity in time series anomaly detection,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
CCE: Confidence-Consistency Evaluation for Time Series Anomaly Detection
CCE is a bounded, robust, O(n) event-level metric for time series anomaly detection that combines prediction confidence with Bayesian uncertainty consistency, and RankEval is a new benchmark for comparing such metrics.