Similarity (range and kNN) queries processing on an Intel Xeon Phi coprocessor.
Carlos M. ToledoRicardo J. BarrientosAndrés I. ÁvilaPublished in: Clust. Comput. (2016)
Keyphrases
- knn
- k nearest neighbor
- range queries
- distance function
- efficient processing
- nearest neighbor
- similarity queries
- text categorization
- k nearest neighbour
- query processing
- similarity search
- knn algorithm
- distance computation
- neural network
- spatial networks
- similarity measure
- nearest neighbour
- distance measurement
- text classification
- k nearest
- refinement step
- knn classification
- intel xeon
- metric space
- response time
- locality sensitive hashing
- euclidean distance
- query point
- r tree
- distance metric
- information retrieval
- data mining
- edit distance
- shows significant improvements
- machine learning
- knn classifier
- feature selection
- artificial neural networks
- data processing
- fine grained