Based on positive experimental results and a meaningful comparison with various versions of KNN, we demonstrated that the improved conventional KNN algorithm can achieve very high positioning accuracy ...

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

In addressing diverse data types, the K-Nearest Neighbors (KNN) algorithm displays pronounced variability in accuracy. Determining the optimal range for the number of adjacent sample points, k, and ...