Topological Data Analysis for Genomics and Evolution - Topology in Biology - Grand Format

Edition en anglais

Raul Rabadan

,

Andrew J. Blumberg

Note moyenne 
"The time is right to bring new approaches to the analysis of biological data. Topological data analysis reveals the structure of data. This book shows... Lire la suite
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Résumé

"The time is right to bring new approaches to the analysis of biological data. Topological data analysis reveals the structure of data. This book shows how algebraic topology opens new doors. presenting ideas and directions that make testable predictions and tore life processes." Professor Arnold J. Levine. Simons Center for Systems Biology. Institute for Advanced Study / "This fascinating book describes how advances in mathematics, especially in fiels such as topology, are such as topology, are transforming our understanding of biology.
Rabadán, one of the founders of the field, shows us how the evolution of cancer, and of viruses and bacteria, can be deeply understood through these novel mathematical techniques. Rabadán's capacity to create a synthesis of many threads, and lay out future challenges, makes this an intriguing and compelling read." Professor Siddhartha Mukherjee, Columbia University Medical Center, New York ; Author of the gene : An Intimate History and the Emperor of All Maladies : A Biography of Cancer (Pulitzer Prize, 2011) / "This is a very important work that shows the way to applications of topological data analysis in genomics.
It should be studied carefully by anyone working on the biomedical applications of topological data analysis." Professor Gunnar Carlsson, Stanford University / "This is an important book. Modem experimental biology produces targe amounts of data and of many disparate types. requiring new methods of analysis. In explaining biology to mathematicians and data scientists. and subtle new statistical analyses based on the flexible form of geometry called topology to biologists.
carefully and clearly, without sacrificing accuracy. the authors have written a unique book that is cutting edge. truly interdisciplinary and a resource for both communities. I found it fascinating. and will insist that my students read it." Shmuel Weinberger, Andrew MacLeish Distinguished Service Professor of Mathematics, University of Chicago

Caractéristiques

  • Date de parution
    01/12/2019
  • Editeur
  • ISBN
    978-1-107-15954-9
  • EAN
    9781107159549
  • Format
    Grand Format
  • Présentation
    Relié
  • Nb. de pages
    502 pages
  • Poids
    1.135 Kg
  • Dimensions
    18,0 cm × 25,3 cm × 2,8 cm

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À propos des auteurs

Raul Rabadan is a Professor and Director of the Program for Mathematical Genomics at Columbia University, New York. Andrew J. Blumberg is a Professor in the Department of Mathematics at the University of Texas, Austin.

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