Topological data analysis
id:
topological-data-analysis-187-14148914
title:
Topological data analysis
text:
In applied mathematics, topological data analysis (TDA) is an approach to the analysis of datasets using techniques from topology. Extraction of information from datasets that are high-dimensional, incomplete and noisy is generally challenging. TDA provides a general framework to analyze such data in a manner that is insensitive to the particular metric chosen and provides dimensionality reduction and robustness to noise. Beyond this, it inherits functoriality, a fundamental concept of modern ma
brand slug:
wiki
category slug:
encyclopedia
description:
Analysis of datasets using techniques from topology
original url:
https://en.wikipedia.org/wiki/Topological_data_analysis
date created:
2008-06-02T22:03:42Z
date modified:
2024-09-08T18:07:01Z
main entity:
{"identifier":"Q4460773","url":"https://www.wikidata.org/entity/Q4460773"}
image:
fields total:
13
integrity:
15