Predicting hotspots : using machine learning to understand civil conflict

Predicting hotspots using machine learning to understand civil conflict

In spite of intense but traditional academic effort, a unique formal framework to study civil conflict has been elusive. This book uses predictive machine learning to highlight a framework to identify potential causes of civil conflict. Machine learning also improves the human ability to predict and...

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Bibliographische Detailangaben
1. Verfasser: Basuchoudhary, Atin (VerfasserIn)
Weitere Verfasser: Bang, James T. (VerfasserIn), Sen, Tinni (VerfasserIn), David, John (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Lanham, Boulder, New York, London Lexington Books 2018
Schlagworte:
Conflict management > Machine learning > Social conflict > Konflikt > Zivilbevölkerung > Konflikttheorie > Maschinelles Lernen
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Beschreibung
Zusammenfassung:In spite of intense but traditional academic effort, a unique formal framework to study civil conflict has been elusive. This book uses predictive machine learning to highlight a framework to identify potential causes of civil conflict. Machine learning also improves the human ability to predict and therefore prevent conflict.
Beschreibung:xvii, 160 Seiten
Diagramme
ISBN:9781498520676
978-1-4985-2067-6