Topological data analysis — citation graph of key research
Explore the most influential research on topological data analysis as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on topological data analysis
- Topological Data Analysis
Larry Wasserman — 2017 · Annual Review of Statistics and Its Application · 517 citations - A User’s Guide to Topological Data Analysis
Elizabeth Munch — 2017 · Journal of Learning Analytics · 163 citations - Topological data analysis in biomedicine: A review
Yara Skaf, Reinhard Laubenbacher — 2022 · Journal of Biomedical Informatics · 166 citations - Topological Data Analysis of Biological Aggregation Models
Chad M. Topaz, Lori Ziegelmeier, Tom Halverson — 2015 · PLoS ONE · 198 citations - Topological data analysis
Charles L. Epstein, Gunnar Carlsson, Herbert Edelsbrunner — 2011 · Inverse Problems · 50 citations - Statistical topological data analysis using persistence landscapes
Peter Bubenik — 2012 · arXiv (Cornell University) · 627 citations - Topological data analysis of zebrafish patterns
Melissa R. McGuirl, Alexandria Volkening, Björn Sandstede — 2020 · Proceedings of the National Academy of Sciences · 86 citations - Applications of Topological Data Analysis in Oncology
Anuraag Bukkuri, Noemi Andor, Isabel K. Darcy — 2021 · Frontiers in Artificial Intelligence · 63 citations - Topological data analysis and machine learning
Daniel Leykam, Dimitris G. Angelakis — 2023 · Advances in Physics X · 40 citations - An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists
Frédéric Chazal, Bertrand Michel — 2021 · Frontiers in Artificial Intelligence · 200 citations - The importance of the whole: Topological data analysis for the network neuroscientist
Ann E. Sizemore, Jennifer E. Phillips‐Cremins, Robert Ghrist et al. — 2018 · Network Neuroscience · 213 citations - Topological Data Analysis
2012 · WORLD SCIENTIFIC eBooks · 16 citations