Topological Data Analysis for Scientific Visualization (Mathematics and Visualization)
暫譯: 科學視覺化的拓撲數據分析(數學與視覺化)
Julien Tierny
- 出版商: Springer
- 出版日期: 2018-01-29
- 售價: $5,970
- 貴賓價: 9.5 折 $5,672
- 語言: 英文
- 頁數: 150
- 裝訂: Hardcover
- ISBN: 3319715062
- ISBN-13: 9783319715063
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相關分類:
Data Science
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商品描述
Combining theoretical and practical aspects of topology, this book provides a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data.
Theoretical concepts are presented in a painstaking but intuitive manner, with numerous high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in detail, and their application is carefully demonstrated in a chapter dedicated to concrete use cases.
With its fine balance between theory and practice, "Topological Data Analysis for Scientific Visualization" constitutes an appealing introduction to the increasingly important topic of topological data analysis for lecturers, students and researchers.
商品描述(中文翻譯)
結合拓撲學的理論與實務,本書提供了一個全面且自足的拓撲方法介紹,用於科學數據的分析與視覺化。
理論概念以細緻但直觀的方式呈現,並配有大量高品質的彩色插圖。關鍵算法用於計算和簡化拓撲數據表示,並在專門針對具體使用案例的章節中詳細說明其應用。
本書在理論與實務之間取得了良好的平衡,《科學視覺化的拓撲數據分析》對於講師、學生和研究人員來說,構成了一個引人入勝的拓撲數據分析日益重要主題的入門介紹。