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Geospatial Abduction
Paulo Shakarian, V.S. Subrahmanian (Gebundene Ausgabe, Englisch)
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Beschreibung
Imagine yourself as a military officer in a conflict zone trying to identify locations of weapons caches supporting road-side bomb attacks on your country’s troops. Or imagine yourself as a public health expert trying to identify the location of contaminated water that is causing diarrheal diseases in a local population. Geospatial abduction is a new technique introduced by the authors that allows… such problems to be solved. Geospatial Abduction provides the mathematics underlying geospatial abduction and the algorithms to solve them in practice; it has wide applicability and can be used by practitioners and researchers in many different fields. Real-world applications of geospatial abduction to military problems are included. Compelling examples drawn from other domains as diverse as criminology, epidemiology and archaeology are covered as well. This book also includes access to a dedicated website on geospatial abduction hosted by University of Maryland. Geospatial Abduction targets practitioners working in general AI, game theory, linear programming, data mining, machine learning, and more. Those working in the fields of computer science, mathematics, geoinformation, geological and biological science will also find this book valuable. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
19.10.2011
Sprache
Englisch
EAN
9781461417934
Herausgeber
Springer US
Sonderedition
Nein
Autor
Paulo Shakarian, V.S. Subrahmanian
Seitenanzahl
168
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Principles and Practice
Schlagwörter
Abductive Inference, Approximation algorithms, Combinatorial optimization, Constraint solving, Counter-IED, Data mining, Geometric reasoning, Geospatial reasoning, Linear Programming, Machine learning, Protecting against improvised explosive device attacks
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYA - Theoretische Informatik
RGW - Geographische Informationssysteme (GIS) und Fernerkundung
UNF - Data Mining
UYQE - Wissensbasierte Systeme, Expertensysteme
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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