Graph kernels. state-of-the-art and future challenges, paperback/bastian rieck

Provides a review of existing graph kernels, their applications, software plus data resources, and an empirical comparison of state-of-the-art graph kernels.

The book focuses on the theoretical description of common graph kernels, and on a large-scale empirical evaluation of graph kernels.