A Nearest Neighbor Open-Set Classifier based on Excesses of Distance Ratios.
Matthys Lucas SteynTertius de WetBernard De BaetsStijn LucaPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- nearest neighbor
- distance function
- triangle inequality
- k nearest neighbor
- knn
- distance computation
- minimum distance
- closest point
- high dimensional
- distance measure
- nn search
- data points
- high dimensional data
- distance measurement
- neural network
- nearest neighbor search
- euclidean distance
- training set
- distance metric
- query point
- nearest neighbor queries
- distance transform
- hamming distance
- metric space
- nearest neighbor algorithm
- search engine
- data mining
- inversely proportional
- real time