Cluster Description Formats, Problems and Algorithms.
Byron J. GaoMartin EsterPublished in: SDM (2006)
Keyphrases
- computationally efficient
- difficult problems
- optimization problems
- benchmark problems
- related problems
- practical problems
- approximate solutions
- problems in computer vision
- theoretical guarantees
- theoretical analysis
- specific problems
- computational cost
- distributed constraint optimization problems
- hard problems
- inference problems
- np hard problems
- agglomerative hierarchical clustering
- machine learning
- learning algorithm
- clustering algorithm
- orders of magnitude
- machine learning algorithms
- benchmark datasets
- convex optimization problems
- optimal solution
- computationally hard
- data structure
- worst case
- greedy algorithms
- hierarchical clustering
- computational geometry
- decision problems
- times faster
- data clustering
- search problems
- search methods
- heuristic methods