Time Series Prediction via Similarity Search: Exploring Invariances, Distance Measures and Ensemble Functions.
Antonio Rafael Sabino ParmezanVinícius M. A. de SouzaGustavo E. A. P. A. BatistaPublished in: IEEE Access (2022)
Keyphrases
- similarity search
- distance measure
- distance function
- similarity measure
- dynamic time warping
- distance calculation
- metric space
- vector space
- high dimensional
- triangle inequality
- euclidean distance
- similarity searching
- query processing
- multimedia databases
- neural network
- indexing techniques
- similarity queries
- r tree
- nearest neighbor queries
- high dimensional data
- hash functions
- similarity measurement
- distance metric
- similarity function
- knn
- efficient similarity search
- nearest neighbor search
- locality sensitive hashing
- cross view
- hamming distance
- distance computation
- similarity computation
- data mining algorithms
- exact match
- feature vectors
- training data
- learning algorithm