Topological data analysis: A promising big data exploration tool in biology, analytical chemistry and physical chemistry

2016/01/04 by Marc Offroy, Ludovic Duponchel · 71 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · Mathematics · Medicine · #Algorithm #Alzheimer's disease research and treatments #Artificial intelligence #Big data #Cell Image Analysis Techniques #Chemistry #Computer science #Data mining #Data pre-processing #Data science #Data set #Mathematics #Preprocessor #Set (abstract data type) #Topological and Geometric Data Analysis #Topological data analysis #Topology (electrical circuits)

paper · doi:10.1016/j.aca.2015.12.037

published in Analytica Chimica Acta 910, 1-11 (Elsevier BV)

openalex publication_date 2016/01/04 · crossref created 2016/01/04 · crossref issued 2016/03/01 · crossref published 2016/03/01 · crossref published-print 2016/03/01 · crossref deposited 2019/10/27 · openalex created_date 2025/10/10 · crossref indexed 2026/06/13 · openalex updated_date 2026/07/22

Citations

• Standard Normal Variate Transformation and De-Trending of Near-Infrared Diffuse Reflectance Spectra
• Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
• SLINK: An optimally efficient algorithm for the single-link cluster method
• LIII. On lines and planes of closest fit to systems of points in space

Cited by

• Exploring hyperspectral imaging data sets with topological data analysis
• When remote sensing meets topological data analysis
• Topological data analysis [wikipedia]