Topological Methods in Data Analysis and Visualization IV: Theory, Algorithms, and Applications (Mathematics and Visualization)
暫譯: 數據分析與可視化中的拓撲方法 IV:理論、演算法與應用(數學與可視化)
- 出版商: Springer
- 出版日期: 2017-06-03
- 售價: $7,180
- 貴賓價: 9.5 折 $6,821
- 語言: 英文
- 頁數: 363
- 裝訂: Hardcover
- ISBN: 3319446827
- ISBN-13: 9783319446820
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相關分類:
Data Science、Algorithms-data-structures
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相關主題
商品描述
This book presents contributions on topics ranging from novel applications of topological analysis for particular problems, through studies of the effectiveness of modern topological methods, algorithmic improvements on existing methods, and parallel computation of topological structures, all the way to mathematical topologies not previously applied to data analysis.
Topological methods are broadly recognized as valuable tools for analyzing the ever-increasing flood of data generated by simulation or acquisition. This is particularly the case in scientific visualization, where the data sets have long since surpassed the ability of the human mind to absorb every single byte of data.
The biannual TopoInVis workshop has supported researchers in this area for a decade, and continues to serve as a vital forum for the presentation and discussion of novel results in applications in the area, creating a platform to disseminate knowledge about such implementations throughout and beyond the community.
The present volume, resulting from the 2015 TopoInVis workshop held in Annweiler, Germany, will appeal to researchers in the fields of scientific visualization and mathematics, domain scientists with an interest in advanced visualization methods, and developers of visualization software systems.
商品描述(中文翻譯)
這本書介紹了從拓撲分析在特定問題上的新應用,到現代拓撲方法的有效性研究、現有方法的演算法改進,以及拓撲結構的並行計算,甚至包括以前未應用於數據分析的數學拓撲等主題的貢獻。
拓撲方法被廣泛認為是分析由模擬或獲取所產生的日益增加的數據洪流的有價值工具。這在科學可視化中特別明顯,因為數據集早已超過人類心智吸收每一個數據位元的能力。
每年舉辦兩次的 TopoInVis 研討會在這個領域支持研究人員已經十年,並繼續作為一個重要的論壇,展示和討論該領域應用中的新結果,創造一個平台以在社群內外傳播有關此類實施的知識。
本卷是2015年在德國安維萊舉行的 TopoInVis 研討會的成果,將吸引科學可視化和數學領域的研究人員、對先進可視化方法感興趣的領域科學家,以及可視化軟體系統的開發者。