clusterMaker: a multi-algorithm clustering plugin for Cytoscape.
John H. MorrisLeonard ApeltsinAaron M. NewmanJan BaumbachTobias WittkopGang SuGary D. BaderThomas E. FerrinPublished in: BMC Bioinform. (2011)
Keyphrases
- k means
- clustering method
- data clustering
- high accuracy
- learning algorithm
- detection algorithm
- improved algorithm
- convergence rate
- distance metric
- synthetic and real datasets
- cost function
- np hard
- computational cost
- clustering algorithm
- input data
- preprocessing
- recognition algorithm
- spectral clustering
- times faster
- similarity measure
- computational complexity
- worst case
- probabilistic model
- significant improvement
- search space
- simulated annealing
- matching algorithm
- genetic algorithm
- semi supervised
- hierarchical clustering
- experimental evaluation
- synthetic datasets
- density based clustering