Michael Gowanlock

GDBOD: Density-Based Outlier Detection Exploiting Efficient Tree Traversals on the GPU

2024

Outlier detection algorithms are employed across numerous application domains. In contrast to distance-based outlier detection algorithms that compute distances between points, hypercube-based algorithms reduce computational costs by evaluating the density of a point based on …