Machine Learning Techniques to Predict Terrorist Attacks

Name: Machine Learning Techniques to Predict Terrorist Attacks
Brand: Springer, Berlin
SKU: 9783031931734
Price: 19507 HUF
Availability: InStock

Exemplified by Jama'at Nasr al-Islam wal Muslimin

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

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

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

Információk a könyvről

Szerző

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

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2025

oldal

139

EAN

9783031931734

Enbook ID

48422189

Kiadó

Springer, Berlin

Súly

393

Méretek

155 x 235

Teljes leírás

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

Információk a könyvről

Teljes leírás

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Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták