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Propagation Phenomena in Real World Networks
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This monograph focuses on key issues of propagation models and techniques including: epidemic models, models for trust inference, coverage strategies for networks, vehicle flow propagation, network routing algorithms, P2P botnet attacks and defences, fault propagation in gene-cellular networks, malware propagation for mobiles, information propagation in crisis situations, financial contagion in interbank networks, and finally how to maximize the spread of influence in social networks. Throughout the text of 14 chapters, fundamental concepts, suitable algorithms and relevant methods are illustrated with extensive examples drawn from a host of practical applications. Thus, it is truly a guide designed for interdisciplinary and state-of-art use.§§This book will be of special interest to all those concerned with studying and designing numerous mechanisms of propagation related to contemporary complex systems for improving their performance, in particular to data scientists concerned with real word networks.§
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