2 papers
cs.LG2026
Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus
Diogo Risca, Afonso Lourenço, Ricardo Martins +1
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 hete…
cs.LG2025
Explainable Anomaly Detection for Industrial IoT Data Streams
Ana Rita Paupério, Diogo Risca, Afonso Lourenço +2
Industrial maintenance is being transformed by the Internet of Things and edge computing, generating continuous data streams that demand real-time, adaptive decision-making under l…