Topological Data Analysis for Genomics and Evolution

Topological Data Analysis for Genomics and Evolution

Topology in Biology

Blumberg, Andrew J.; Rabadan, Raul

Cambridge University Press

12/2019

324

Dura

Inglês

9781107159549

15 a 20 dias

Descrição não disponível.
Introduction; Part I. Topological Data Analysis: 1. Basic notions of algebraic topology; 2. Topological data analysis; 3. Statistics and topological inference; 4. Manifold learning and metric geometry; Part II. Biological Applications: 5. Evolution, trees, and beyond; 6. Cancer genomics; 7. Single cell expression data; 8. Three dimensional structure of DNA; 9. Topological data analysis beyond genomics; 10. Conclusions.
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