This habilitation thesis is focused on the analysis of modern techno-socio-economic systems, that are composed of a large number of non-linear interacting agents with adaptive behavior. Part I is focused on the stochastic spreading dynamics of SIR, SEIR type on network structure, and the interplay i.e. mapping between structure and dynamics. Chapter 1 provides details of a computational and analytical spreading framework, that can ...