Overcoming Weak Scaling Challenges in Tree-Based Nearest Neighbor Time Series Mining.
Amir RaoofyRoman KarlstetterMartin SchreiberCarsten TrinitisMartin SchulzPublished in: ISC (2023)
Keyphrases
- nearest neighbor
- k nearest neighbor
- periodic patterns
- lessons learned
- high dimensional
- training set
- real world
- data mining tasks
- knn
- data mining
- non stationary
- high dimensional data
- mining algorithm
- knowledge discovery
- machine learning
- text mining
- itemsets
- nearest neighbor search
- web mining
- data stream mining
- distance function
- open issues
- nearest neighbor algorithm
- data mining applications
- pattern mining
- stock market
- sequential patterns
- frequent patterns
- sequential pattern mining
- data sets
- data mining techniques
- dimensionality reduction
- subsequence matching
- data points
- data streams
- temporal association rules