Geospatial Abduction: Principles and Practice
暫譯: 地理空間綁架:原則與實踐

Paulo Shakarian, V.S. Subrahmanian

  • 出版商: Springer
  • 出版日期: 2011-10-19
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 168
  • 裝訂: Hardcover
  • ISBN: 1461417937
  • ISBN-13: 9781461417934
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

想像你是一名在衝突區域的軍官,試圖識別支持路邊炸彈攻擊你國部隊的武器庫位置。或者想像你是一名公共衛生專家,試圖找出導致當地人口腹瀉疾病的污染水源。地理空間誘導(Geospatial Abduction)是作者提出的一種新技術,可以解決這類問題。地理空間誘導提供了地理空間誘導的數學基礎及其實際解決的算法;它具有廣泛的應用性,並可供各個領域的從業者和研究人員使用。書中還包括地理空間誘導在軍事問題上的實際應用。還涵蓋了來自犯罪學、流行病學和考古學等多個不同領域的引人注目的例子。本書還包括對馬里蘭大學主辦的專門網站的訪問,該網站專注於地理空間誘導。地理空間誘導的目標讀者是從事一般人工智慧、博弈論、線性規劃、資料挖掘、機器學習等領域的從業者。從事計算機科學、數學、地理信息、地質學和生物科學等領域的人士也會發現本書的價值。

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