色度拓扑数据分析

Sebastiano Cultrera di Montesano, Ondrej Draganov, Herbert Edelsbrunner, Morteza Saghafian
{"title":"色度拓扑数据分析","authors":"Sebastiano Cultrera di Montesano, Ondrej Draganov, Herbert Edelsbrunner, Morteza Saghafian","doi":"arxiv-2406.04102","DOIUrl":null,"url":null,"abstract":"Exploring the shape of point configurations has been a key driver in the\nevolution of TDA (short for topological data analysis) since its infancy. This\nsurvey illustrates the recent efforts to broaden these ideas to model spatial\ninteractions among multiple configurations, each distinguished by a color. It\ndescribes advances in this area and prepares the ground for further exploration\nby mentioning unresolved questions and promising research avenues while\nfocusing on the overlap with discrete geometry.","PeriodicalId":501570,"journal":{"name":"arXiv - CS - Computational Geometry","volume":"38 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Chromatic Topological Data Analysis\",\"authors\":\"Sebastiano Cultrera di Montesano, Ondrej Draganov, Herbert Edelsbrunner, Morteza Saghafian\",\"doi\":\"arxiv-2406.04102\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Exploring the shape of point configurations has been a key driver in the\\nevolution of TDA (short for topological data analysis) since its infancy. This\\nsurvey illustrates the recent efforts to broaden these ideas to model spatial\\ninteractions among multiple configurations, each distinguished by a color. It\\ndescribes advances in this area and prepares the ground for further exploration\\nby mentioning unresolved questions and promising research avenues while\\nfocusing on the overlap with discrete geometry.\",\"PeriodicalId\":501570,\"journal\":{\"name\":\"arXiv - CS - Computational Geometry\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Computational Geometry\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2406.04102\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computational Geometry","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.04102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

自 TDA(拓扑数据分析的简称)诞生以来,探索点配置的形状一直是推动其发展的关键因素。本调查说明了最近在拓宽这些想法以模拟多个配置(每个配置用颜色区分)之间的空间交互方面所做的努力。它描述了这一领域的进展,并通过提及尚未解决的问题和有前景的研究途径,为进一步探索奠定了基础,同时重点介绍了与离散几何的重叠。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Chromatic Topological Data Analysis
Exploring the shape of point configurations has been a key driver in the evolution of TDA (short for topological data analysis) since its infancy. This survey illustrates the recent efforts to broaden these ideas to model spatial interactions among multiple configurations, each distinguished by a color. It describes advances in this area and prepares the ground for further exploration by mentioning unresolved questions and promising research avenues while focusing on the overlap with discrete geometry.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Minimum Plane Bichromatic Spanning Trees Evolving Distributions Under Local Motion New Lower Bound and Algorithms for Online Geometric Hitting Set Problem Computing shortest paths amid non-overlapping weighted disks Fast Comparative Analysis of Merge Trees Using Locality Sensitive Hashing
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1