LEADER 00000cam  2200349 i 4500 
001    sky305744814 
003    SKY 
005    20221201092921.0 
008    211007s2022    enka     b    001|0|eng|d 
010    2021024970 
015    GBC1H9893|2bnb 
016 7  020378184|2Uk 
020    9781108838658|qhardback 
020    1108838650|qhardback 
040    StDuBDS|beng|erda|cStDuBDS|dUk|dSKYRV|dUtOrBLW 
042    ukblcatcopy 
092    514.23|bCAR 
100 1  Carlsson, G.|q(Gunnar),|d1952-|eauthor. 
245 10 Topological data analysis with applications /|cGunnar 
       Carlsson, Mikael Vejdemo-Johansson. 
264  1 Cambridge :|bCambridge University Press,|c2022. 
300    xi, 220 pages :|billustrations (black and white, and 
       colour) ;|c25 cm 
336    text|2rdacontent 
337    unmediated|2rdamedia 
338    volume|2rdacarrier 
500    Formerly CIP.|5Uk 
504    Includes bibliographical references and index. 
520    "The continued and dramatic rise in the size of data sets 
       has meant that new methods are required to model and 
       analyze them. This timely account introduces topological 
       data analysis (TDA), a method for modeling data by 
       geometric objects, namely graphs and their 
       higherdimensional versions: simplicial complexes. The 
       authors outline the necessary background material on 
       topology and data philosophy for newcomers, while more 
       complex concepts are highlighted for advanced learners. 
       The book covers all the main TDA techniques, including 
       persistent homology, cohomology, and Mapper. The final 
       section focuses on the diverse applications of TDA, 
       examining a number of case studies drawn from monitoring 
       the progression of infectious diseases to the study of 
       motion capture data. Mathematicians moving into data 
       science, as well as data scientists or computer scientists
       seeking to understand this new area, will appreciate this 
       self-contained resource which explains the underlying 
       technology and how it can be used"--|cProvided by 
       publisher. 
650  0 Topology. 
650  0 Mathematical analysis. 
700 1  Vejdemo-Johansson, Mikael,|d1980-|eauthor.