Consistent Algorithms for Clustering Time Series.
Azadeh KhaleghiDaniil RyabkoJérémie MaryPhilippe PreuxPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- clustering algorithm
- orders of magnitude
- computational cost
- data clustering
- learning algorithm
- synthetic and real datasets
- graph theoretic
- computationally efficient
- agglomerative hierarchical clustering
- data mining
- nonnegative matrix factorization
- data mining tasks
- categorical data
- times faster
- information theoretic
- outlier detection
- benchmark datasets
- machine learning algorithms
- theoretical analysis
- distance measure
- data mining techniques
- optimization problems
- significant improvement
- high dimensional
- computational complexity
- data structure