GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using GPUs.
Pablo David GutiérrezMiguel LastraJaume BacarditJosé Manuel BenítezFrancisco HerreraPublished in: Inf. Sci. (2016)
Keyphrases
- knn
- memory efficient
- k nearest neighbor
- lazy learning
- nearest neighbor
- k nearest neighbour
- inductive learning
- text categorization
- feature selection
- text classification
- classification algorithm
- distance function
- similarity search
- support vector machine
- parallel processing
- graphics processing units
- range queries
- case based reasoning
- general purpose
- data mining
- parallel computing
- natural language processing
- instance based learning
- k nearest
- knn algorithm
- knn classifier
- shows significant improvements