A new hashing based nearest neighbors selection technique for big datasets.
Jude Tchaye-KondiYanlong ZhaiLiehuang ZhuPublished in: CoRR (2020)
Keyphrases
- nearest neighbor
- nearest neighbor search
- approximate nearest neighbor search
- instance selection
- hashing methods
- uci machine learning repository
- k nearest neighbor
- data points
- knn
- locality sensitive hashing
- benchmark datasets
- hamming space
- similarity search
- selection algorithm
- high dimensional data
- high dimensional
- machine learning
- distance function
- decision boundary
- index structure
- multi dimensional
- data analysis
- nearest neighbor algorithm
- approximate nearest neighbor
- data sets