Clustering: from model-based approaches to heuristic algorithms.
Hans-Hermann BockPublished in: EGC (2007)
Keyphrases
- exact algorithms
- clustering approaches
- machine learning algorithms
- clustering method
- alternative approaches
- combinatorial optimization
- data mining tasks
- data clustering
- significant improvement
- single link
- greedy algorithms
- heuristic methods
- optimization problems
- k means
- hierarchical clustering
- fuzzy clustering
- solution quality
- document clustering
- cluster analysis
- times faster
- computationally efficient
- synthetic and real datasets
- search heuristics
- greedy heuristic
- computational cost