Clustering a medieval social network by SOM using a kernel based distance measure.
Nathalie VillaRomain BouletPublished in: ESANN (2007)
Keyphrases
- distance measure
- self organizing maps
- k means
- social networks
- distance metric
- nearest neighbor classification
- dissimilarity measure
- similarity measure
- cosine similarity
- kohonen self organizing maps
- kohonen self organizing map
- proximity measures
- clustering method
- euclidean distance
- neural gas
- hausdorff distance
- cluster analysis
- distance calculation
- unsupervised learning
- dynamic time warping
- clustering algorithm
- distance function
- texture features
- nearest neighbor classifier
- neural network
- som neural network
- edit distance
- vector space
- social network analysis
- link prediction
- data points
- community discovery
- hamming distance
- input data
- social media
- spectral clustering
- fisher criterion
- kernel methods
- information theoretic