A Machine Learning Based Model of Boko Haram Hardback - 2020
by V. S. Subrahmanian; Chiara Pulice; James F. Brown
Reader reviews for A Machine Learning Based Model of Boko Haram
Write a review for this book
Important Terms and Guidelines
- Please focus on the book’s content and context. Also, add any personal comments as to how you enjoyed the book. Substantiate your likes and dislikes. You may make comparisons to other books.
- Reviews must be at least 140 characters in length.
- Please do not reveal critical plot elements.
- This is not a help line. Contact customer support if you need help.
Your review must not include:
- Obscenities, discriminatory language, or other insulting language not suitable for public domain
- Advertisements, “spam” content, or references to other products, offers or websites.
- Email addresses, URLs, phone numbers, physical addresses or other contact information.
- Overly critical comments about other reviews or reviewers
- Time-sensitive material (i.e. promotional tours, seminars, lectures, etc.)
- Availability, price, or alternative ordering/shipping information
From the rear cover
This is the first study of Boko Haram that brings advanced data-driven, machine learning models to both learn models capable of predicting a wide range of attacks carried out by Boko Haram, as well as develop data-driven policies to shape Boko Haram's behavior and reduce attacks by them. This book also identifies conditions that predict sexual violence, suicide bombings and attempted bombings, abduction, arson, looting, and targeting of government officials and security installations.
After reducing Boko Haram's history to a spreadsheet containing monthly information about different types of attacks and different circumstances prevailing over a 9 year period, this book introduces Temporal Probabilistic (TP) rules that can be automatically learned from data and are easy to explain to policy makers and security experts. This book additionally reports on over 1 year of forecasts made using the model in order to validate predictive accuracy. It also introduces a policy computation method to rein in Boko Haram's attacks.
Applied machine learning researchers, machine learning experts and predictive modeling experts agree that this book is a valuable learning asset. Counter-terrorism experts, national and international security experts, public policy experts and Africa experts will also agree this book is a valuable learning tool.
Details
- Title A Machine Learning Based Model of Boko Haram
- Author V. S. Subrahmanian; Chiara Pulice; James F. Brown
- Binding Hardback
- Pages 135
- Volumes 1
- Language ENG
- Publisher Springer
- Publication date 2020-12-12
- Illustrated Yes
- Features Illustrated
- ISBN 9783030606138 / 3030606139
- Weight 0.85 lbs (0.39 kg)
- Dimensions 9.21 x 6.14 x 0.38 in (23.39 x 15.60 x 0.97 cm)
- Category Computers - General Information
About the author
More Copies for Sale
A Machine Learning Based Model of Boko Haram
by V. S. Subrahmanian
- New
- Hardback
- Condition
- New
- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9783030606138 / 3030606139
- Quantity available
- 192
- Seller
- Item price
-
A$260.69A$15.36 Delivery to USA
Show details
A Machine Learning Based Model of Boko Haram (Terrorism, Security, and Computation)
by Subrahmanian, V. S
- New
- Hardback
- first
- Condition
- New
- Edition
- 1st ed. 2021
- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9783030606138 / 3030606139
- Quantity available
- 1
- Seller
- Item price
-
A$223.08Free Delivery to USA
Show details
A Machine Learning Based Model of Boko Haram
by V. S. Subrahmanian
- New
- Condition
- New
- ISBN 10 / ISBN 13
- 9783030606138 / 3030606139
- Quantity available
- 5
- Seller
- Item price
-
A$245.81A$5.72 Delivery to USA
Show details
A Machine Learning Based Model of Boko Haram
by V. S. Subrahmanian
- Used
- Condition
- New
- ISBN 10 / ISBN 13
- 9783030606138 / 3030606139
- Quantity available
- 5
- Seller
- Item price
-
A$245.81A$5.72 Delivery to USA
Show details
A Machine Learning Based Model of Boko Haram
by Subrahmanian, V. S. (Author)/ Pulice, Chiara (Author)/ Brown, James F. (Author)/ Bonen-Clark, Jacob (Author)/ Kuiper, Geert (Foreword by)
- New
- Hardback
- Condition
- New
- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9783030606138 / 3030606139
- Quantity available
- 2
- Seller
- Item price
-
A$353.72A$48.07 Delivery to USA