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Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus

Risca, Diogo et al.
arXiv (All) · Papers
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machine-learning
We present a collaborative streaming anomaly detection system for high-speed data streams that explicitly integrates human analysts into the decision loop. The system combines heterogeneous detectors and aggregates their outputs through a normalization-based weighted consensus, complemented by artif
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