New Directions in Statistical Graph Mining

by Koji Tsuda.

Max Planck Institute for Biological Cybernetics

Statistical methods for numerical vectors SVM, Boosting, Clustering, Regression, PCA, CCA.. Structurization: Modify the algorithm so that it accepts structured data as input Recipe: If the algorithm has a forward feature selection step, replace it with a top-k pattern mining algorithm If not, the algorithm has to be engineered to have a forward feature selection step. Pattern Mining Algorithms [via]

http://sigdmsm.org/dmss2008/tsuda.pdf...