IEEE

K-Nearest Neighbors in Machine Learning: Theory, Practice, and Advances

Abstract: K-Nearest Neighbors (KNN) is a basic model in a ML field used for classification or prediction analysis owing to its efficiency. The following paper will be a survey paper focused on ...
IEEE

Efficient Approximation of Earth Mover’s Distance Based on Nearest Neighbor Search

Abstract: Earth Mover’s Distance (EMD) is an important similarity measure between two distributions, commonly used in computer vision and many other application domains. However, its exact calculation ...