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ISBN: 9781108838658 1108838650 9781108975704 Year: 2022 Publisher: Cambridge Cambridge University Press
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"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"--
Topology --- Mathematical analysis --- 517.1 Mathematical analysis --- Analysis situs --- Position analysis --- Rubber-sheet geometry --- Geometry --- Polyhedra --- Set theory --- Algebras, Linear --- 681.3*E --- 681.3*E Data --- Data
Book
ISBN: 9780857290335 9780857290328 9780857290342 Year: 2010 Publisher: London Springer London
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There has been a recent surge in research activities related to networked control of large-scale systems. These "cyber-physical" systems can be found throughout society, from industrial production plants, to water and energy distribution networks and transportation systems. They are characterized by tight coordination of a pervasive sensing infrastructure, distributed computing elements, and the physical world. Developed from work presented at the 3rd WIDE PhD School on Networked Control Systems held in Siena in July 2009, Networked Control Systems contains tutorial introductions to key research topics in the area of networked control. Classroom pdf slides used in the PhD school presentations can be downloaded to assist academic teachers in using the material with their own classes. The contributing authors are renowned experts in the field so that the book provides a single point of entry to a diverse and exiting research area. PhD students and researchers in control and industrial communications, as well as practitioners in the area of large-scale control systems will find the contents of this volume highly informative.
Mathematics --- Electrical engineering --- Applied physical engineering --- Engineering sciences. Technology --- Mass communications --- Computer science --- Computer architecture. Operating systems --- Computer. Automation --- automatisering --- computers --- informatica --- computerbesturingssystemen --- externe fixatie (geneeskunde --- systeemtheorie --- wiskunde --- systeembeheer --- OS (operating system) --- elektrotechniek --- communicatietechnologie --- automatische regeltechniek
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