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Complex Networks and Their Applications VIII (Repost)

Posted By: AvaxGenius
Complex Networks and Their Applications VIII (Repost)

Complex Networks and Their Applications VIII: Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019 by Hocine Cherifi
English | True EPUB | 2020 | 1047 Pages | ISBN : 3030366820 | 80.43 MB

This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the Eighth International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2019), which took place in Lisbon, Portugal, on December 10–12, 2019. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, and network dynamics; diffusion, epidemics, and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.

Machine Learning in Complex Networks (Repost)

Posted By: AvaxGenius
Machine Learning in Complex Networks (Repost)

Machine Learning in Complex Networks by Thiago Christiano Silva
English | PDF,EPUB | 2016 | 345 Pages | ISBN : 3319172891 | 12.88 MB

This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning.