kNN matrix profile for knowledge discovery from time series.
Tanmoy MondalReza AkbariniaFlorent MassegliaPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- knn
- knowledge discovery
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- text categorization
- data mining
- similarity search
- support vector machine svm
- knn classifier
- dynamic time warping
- databases
- support vector machine
- sequential scan
- association rules
- knn algorithm
- classification algorithm
- neural network
- coefficient matrix
- text classification
- k nearest
- feature selection
- majority voting
- distance function
- information retrieval
- classification method
- shows significant improvements
- range queries
- data sets
- subsequence matching
- locality sensitive hashing
- learning algorithm
- data points
- sufficient conditions
- text mining