SMIXS: Novel efficient algorithm for non-parametric mixture regression-based clustering.
Peter MlakarTapio NummiPolona OblakJana Faganeli PucerPublished in: CoRR (2022)
Keyphrases
- k means
- single pass
- experimental evaluation
- clustering method
- detection algorithm
- hierarchical clustering
- optimization algorithm
- preprocessing
- high accuracy
- learning algorithm
- high efficiency
- data clustering
- expectation maximization
- dynamic programming
- search space
- optimal solution
- np hard
- recognition algorithm
- computational complexity
- similarity measure
- synthetic and real datasets
- gaussian densities
- worst case
- cluster analysis
- input data
- semi supervised
- computational cost
- decision trees
- clustering algorithm