Parallel Coordinates: Visual Multidimensional Geometry and Its Applications
暫譯: 平行座標:視覺化多維幾何及其應用
Alfred Inselberg
- 出版商: Springer
- 出版日期: 2017-05-04
- 售價: $2,430
- 貴賓價: 9.5 折 $2,309
- 語言: 英文
- 頁數: 554
- 裝訂: Paperback
- ISBN: 1493950320
- ISBN-13: 9781493950324
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商品描述
This is one book that can genuinely be said to be straight from the horse’s mouth. Written by the originator of the technique, it examines parallel coordinates as the leading methodology for multidimensional visualization. Starting from geometric foundations, this is the first systematic and rigorous exposition of the methodology's mathematical and algorithmic components. It covers, among many others, the visualization of multidimensional lines, minimum distances, planes, hyperplanes, and clusters of "near" planes. The last chapter explains in a non-technical way the methodology's application to visual and automatic data mining. The principles of the latter, along with guidelines, strategies and algorithms are illustrated in detail on real high-dimensional datasets.
商品描述(中文翻譯)
這本書可以說是來自第一手資料。由該技術的創始人撰寫,探討了平行座標作為多維視覺化的主要方法論。從幾何基礎開始,這是該方法論的數學和演算法組件的第一個系統性和嚴謹的闡述。書中涵蓋了多維線、最小距離、平面、超平面以及「近」平面的聚類等多個主題。最後一章以非技術性的方式解釋了該方法論在視覺和自動數據挖掘中的應用。後者的原則,以及指導方針、策略和演算法,均在真實的高維數據集上詳細說明。