Mapper–type algorithms for complex data and relations

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-04-22 DOI:10.1080/10618600.2024.2343321

Paweł Dłotko, Davide Gurnari, Radmila Sazdanovic

引用次数: 0

Abstract

Mapper and Ball Mapper are Topological Data Analysis tools used for exploring high dimensional point clouds and visualizing scalar–valued functions on those point clouds. Inspired by open questions...

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复杂数据和关系的映射器类型算法

Mapper 和 Ball Mapper 是拓扑数据分析工具，用于探索高维点云，并将这些点云上的标量值函数可视化。其灵感来自于开放性问题...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.