confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.
Matthias CarneinHeike TrautmannAlbert BifetBernhard PfahringerPublished in: LION (2020)
Keyphrases
- k means
- significant improvement
- learning algorithm
- selection algorithm
- optimization algorithm
- objective function
- detection algorithm
- times faster
- experimental evaluation
- computational cost
- clustering algorithm
- clustering method
- data clustering
- cost function
- preprocessing
- simulated annealing
- computational complexity
- recognition algorithm
- matching algorithm
- single pass
- high accuracy
- theoretical analysis
- worst case
- search algorithm
- segmentation algorithm
- probabilistic model
- search space
- similarity measure
- graph clustering
- clustering ensemble