Hardware Accelerator for Shapelet Distance Computation in Time-Series Classification.
Victor Oliveira CostaCarlos Gabriel de Araujo GewehrJulio Costella VicenziEverton Alceu CararaLeonardo Londero de OliveiraPublished in: SBCCI (2020)
Keyphrases
- distance computation
- nearest neighbor
- field programmable gate array
- distance function
- similarity search
- similarity measure
- k nearest neighbor
- similarity queries
- edit distance
- euclidean distance
- dynamic time warping
- multi step
- knn
- dimensionality reduction
- feature construction
- nearest neighbor search
- complex objects
- locality sensitive hashing
- metric space
- index structure
- machine learning
- face recognition
- database
- databases
- multi dimensional
- data sets