clustering using a random walk based distance measure.
Luh YenDenis VanvyveFabien WoutersFrançois FoussMichel VerleysenMarco SaerensPublished in: ESANN (2005)
Keyphrases
- random walk
- distance measure
- proximity measures
- distance metric
- dissimilarity measure
- spectral methods
- similarity measure
- euclidean distance
- markov random walk
- markov chain
- clustering method
- distance function
- distance calculation
- link prediction
- clustering algorithm
- dynamic time warping
- k means
- directed graph
- transition probabilities
- vector space
- similarity function
- document clustering
- nearest neighbor classifier
- graph laplacian
- data points
- flow graph
- learning algorithm
- transition probability matrix