Topological Methods in Data Analysis and Visualization III: Theory, Algorithms, and Applications (Mathematics and Visualization)
暫譯: 數據分析與可視化中的拓撲方法 III:理論、演算法與應用(數學與可視化)

  • 出版商: Springer
  • 出版日期: 2014-05-07
  • 售價: $6,720
  • 貴賓價: 9.5$6,384
  • 語言: 英文
  • 頁數: 279
  • 裝訂: Hardcover
  • ISBN: 3319040987
  • ISBN-13: 9783319040981
  • 相關分類: Data ScienceAlgorithms-data-structures
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast homology computation, comparative analysis of simplification techniques, and key applications in materials and medical science. The volume also features material on core research challenges such as the representation of large and complex datasets and integrating numerical methods with robust combinatorial algorithms.

Reflecting the focus of the TopoInVis 2013 conference, the contributions evince the progress currently being made on finding experimental solutions to open problems in the sector. They provide an inclusive snapshot of state-of-the-art research that enables researchers to keep abreast of the latest developments and provides a foundation for future progress. With papers by some of the world’s leading experts in topological techniques, this volume is a major contribution to the literature in a field of growing importance with applications in disciplines that range from engineering to medicine.

商品描述(中文翻譯)

這本經過同行評審的會議論文集全面涵蓋了拓撲方法在數據分析和可視化方面的前沿研究。它包含了全新的算法和見解,包括快速同調計算、簡化技術的比較分析,以及在材料科學和醫學中的關鍵應用。本卷還包含有關核心研究挑戰的材料,例如大型和複雜數據集的表示,以及將數值方法與穩健的組合算法整合的問題。

反映了TopoInVis 2013會議的重點,這些貢獻顯示了目前在尋找行業開放問題的實驗解決方案方面所取得的進展。它們提供了一個包羅萬象的最新研究快照,使研究人員能夠跟上最新的發展,並為未來的進步奠定基礎。本卷收錄了世界頂尖的拓撲技術專家的論文,對於這一日益重要的領域的文獻作出了重大貢獻,該領域的應用範圍從工程到醫學。