It looks like that finally a monograph about mathematical approaches to the modeling of epidemic spread on networks is written and will be published in May, 2017. Here is the publisher’s web page.
Here is Table of contents.
Really looking forward to read this book.
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About Artem Novozhilov
I am an applied mathematician interested in studying various evolutionary processes by means of mathematical models. More on my professional activities can be found on my page
https://www.ndsu.edu/pubweb/~novozhil/