most citedTopological Machine Learning for Mixed Numeric and Categorical Data

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

math.AT2020★ 2 cited

Topological Machine Learning for Mixed Numeric and Categorical Data

Chengyuan Wu, Carol Anne Hargreaves

Topological data analysis is a relatively new branch of machine learning that excels in studying high dimensional data, and is theoretically known to be robust against noise. Meanw…

math.AT2019★ 1 cited

Topological Machine Learning for Multivariate Time Series

Chengyuan Wu, Carol Anne Hargreaves

We develop a framework for analyzing multivariate time series using topological data analysis (TDA) methods. The proposed methodology involves converting the multivariate time seri…