Pi-transformer: A prior-informed dual-attention model for multivariate time-series anomaly detection

Sepehr Maleki, Negar Pourmoazemi

Anomalies in multivariate time series often arise from temporal context and cross-channel coordination rather than isolated outliers. We present Pi-Transformer (Prior-Informed Tran…