From Security to Community Detection in Social Networking Platforms 1st edition by Panagiotis Karampelas 3030112853 9783030112851

From Security to Community Detection in Social Networking Platforms 1st edition by Panagiotis Karampelas – Ebook PDF Instant Download/Delivery:3030112853,9783030112851
Full download From Security to Community Detection in Social Networking Platforms 1st edition after payment

Product details:

ISBN 10:3030112853
ISBN 13:9783030112851
Author: Panagiotis Karampelas

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.

From Security to Community Detection in Social Networking Platforms 1st Table of contents:

Real-World Application of Ego-Network Analysis to Evaluate Environmental Management Structures

An Evolutionary Approach for Detecting Communities in Social Networks

On Detecting Multidimensional Communities

Derivatives in Graph Space with Applications for Finding and Tracking Local Communities

Graph Clustering Based on Attribute-Aware Graph Embedding

On Counting Triangles Through Edge Sampling in Large Dynamic Graphs

Generation and Corruption of Semi-Structured and Structured Data

A Data Science Approach to Predict the Impact of Collateralization on Systemic Risk

Mining Actionable Information from Security Forums: The Case of Malicious IP Addresses

Temporal Methods to Detect Content-Based Anomalies in Social Media

People also search for From Security to Community Detection in Social Networking Platforms 1st:

a network security analyst may

community detection in networks a user guide

community detection

community detection in networks

communication and network security

Tags:

Panagiotis Karampelas,Community,Detection,Security