Algorithms and Models for Network Data and Link Analysis: A Comprehensive Guide

Networks are ubiquitous in our world, from social networks and communication systems to biological pathways and transportation infrastructures. Understanding the structure and dynamics of these networks is crucial for a wide range of applications, including fraud detection, disease surveillance, and recommendation systems.

Algorithms and Models for Network Data and Link Analysis

by Curtis R. Crim

5 out of 5

Language	:	English
File size	:	500 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	44 pages
Lending	:	Enabled

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Algorithms and Models for Network Data and Link Analysis provides a comprehensive overview of the fundamental algorithms and models used for network analysis. This book is a valuable resource for researchers, practitioners, and students in data science, machine learning, and social network analysis.

Key Features

• Covers a wide range of topics, including network data collection, preprocessing, and visualization.
• Explains the fundamental algorithms and models used for network analysis, such as centrality measures, community detection, and link prediction.
• Provides practical examples and case studies to illustrate the application of network analysis techniques.
• Written by leading experts in the field of network analysis.

Table of Contents

1. to Network Analysis
2. Network Data Collection and Preprocessing
3. Network Visualization
4. Centrality Measures
5. Community Detection
6. Link Prediction
7. Applications of Network Analysis

Algorithms and Models for Network Data and Link Analysis is the definitive guide to network analysis. This book provides a comprehensive overview of the fundamental algorithms and models used for network analysis, as well as practical examples and case studies to illustrate their application.

If you are interested in learning more about network analysis, then this book is a must-read.

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Algorithms and Models for Network Data and Link Analysis

by Curtis R. Crim

5 out of 5

Language	:	English
File size	:	500 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	44 pages
Lending	:	Enabled

FREE