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 ...

The new KNN algorithm is applied in two experiments through python. The result shows that the efficiency of the new KNN algorithm is improved greatly under certain situations and its accuracy also has ...