Machine Learning Techniques to Predict Terrorist Attacks

Name: Machine Learning Techniques to Predict Terrorist Attacks
Brand: Springer, Berlin
SKU: 9783031931734
Price: 51.57 EUR
Availability: InStock

Exemplified by Jama'at Nasr al-Islam wal Muslimin

Автор: Laura Mostert, Roy Lindelauf, Chiara Pulice, Marnix Provoost, Priyanka Amin, V. S. Subrahmanian

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

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This book provides the first systematic quantitative analysis of JNIM s behavior by analyzing a 12-y...

Информация за книгата

Автор

Laura Mostert, Roy Lindelauf, Chiara Pulice, Marnix Provoost, Priyanka Amin, V. S. Subrahmanian

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2025

страници

139

EAN

9783031931734

Enbook ID

48422189

Издател

Springer, Berlin

Теглоt

393

Размери

155 x 235

Пълно описание

This book provides the first systematic quantitative analysis of JNIM s behavior by analyzing a 12-year database of JNIM s attacks and the environment surrounding JNIM. This book leverages AI/ML predictive models to accurately predict almost 40 types of attacks using over 80 independent variables. One of the most influential actors in spreading such Islamist violence across the Sahel is Jama at Nasr Al Islam Wal Muslimin (JNIM).

This book describes a set of temporal probabilistic rules that state that when the environment in which the group operates satisfies some conditions, then an attack of a certain type will likely occur in the next N months. This provides a deep, easy to comprehend understanding of the conditions under which JNIM carries various kinds of attacks up to 6 months into the future.

This book will serve as an invaluable guide to scholars (computer scientists, political scientists, policy makers). Military officers, intelligence personnel, and government employees, who seek to understand, predict, and eventually mitigate attacks by JNIM and bring peace to the nations of Mali, Burkina Faso, and Niger will want to purchase this book as well.

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Machine Learning Techniques to Predict Terrorist Attacks

Exemplified by Jama'at Nasr al-Islam wal Muslimin

Информация за книгата

Пълно описание

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