Relational classification aims at including relations among entities into the classification process, for example taking relations among documents suc...
Projected clustering partitions a data set into several disjoint clusters, plus outliers, so that each cluster exists in a subspace. Subspace clusteri...
Much work on skewed, stochastic, high dimensional, and biased datasets usually implicitly solve each problem separately. Recently, we have been approa...
Howclosely related are two nodes in a graph? Howto compute this score quickly, on huge, disk-resident, real graphs? Random walk with restart (RWR) pro...
In recent years the development of computational techniques that build models to correctly assign chemical compounds to various classes or to retrieve...
