Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

The model’s applicability is confirmed across ten different temperature datasets. Consequently, the proposed GlobalTempNet, coupled with the EGNT process, emerges as a robust, reliable, and ...

Additionally, for temporal dimension modeling, time series are influenced by various system factors, posing challenges in simultaneously capturing long-term and short-term dependencies. To address ...