A Novel Algorithm for Dynamic Clustering: Properties and Performance.
Nathalie A. BarbosaLouise Travé-MassuyèsVictor Hugo GrisalesPublished in: ICMLA (2016)
Keyphrases
- k means
- clustering method
- learning algorithm
- experimental evaluation
- dynamic programming
- detection algorithm
- similarity measure
- high accuracy
- computationally efficient
- hierarchical clustering
- search space
- significant improvement
- times faster
- improved algorithm
- density based clustering
- data sets
- preprocessing
- computational complexity
- optimal solution
- synthetic and real datasets
- similarity function
- nonnegative matrix factorization
- affinity measure
- path planning
- simulated annealing
- worst case
- np hard
- cost function
- search algorithm
- feature selection
- genetic algorithm
- neural network