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Description

This book focuses on novel and state-of-the-art scientific work in the area of detection and prediction techniques using information found generally in graphs and particularly in social networks. Community detection techniques are presented in diverse contexts and for different applications while prediction methods for structured and unstructured data are applied to a variety of fields such as financial systems, security forums, and social networks. The rest of the book focuses on graph-based techniques for data analysis such as graph clustering and edge sampling.  The research presented in this volume was selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. This book will appeal to practitioners, researchers and students in the field.
Release date Australia
April 10th, 2019
Contributors
  • Edited by Jalal Kawash
  • Edited by Panagiotis Karampelas
  • Edited by Tansel Ozyer
Pages
237
Edition
1st ed. 2019
Audience
  • Professional & Vocational
Illustrations
70 Illustrations, color; 28 Illustrations, black and white; X, 237 p. 98 illus., 70 illus. in color.
ISBN-13
9783030112851
Product ID
28968302

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