NN: K-Nearest Neighbors with Data Compression.
Jaime Salvador-MenesesZoila Ruiz-ChavezJosé García RodríguezPublished in: Entropy (2019)
Keyphrases
- data compression
- k nearest neighbor
- knn
- nearest neighbor
- neural network
- compression algorithm
- data reduction
- compression ratio
- nearest neighbour
- distance function
- knn classifier
- classification algorithm
- huffman coding
- index structure
- k nearest
- compressed data
- text classification
- image processing
- similarity search
- high dimensional data
- support vector machine
- multiresolution
- high dimensional
- feature extraction
- feature selection
- bayes error
- lossless data compression
- nearest neighbor algorithm
- back propagation
- knowledge discovery