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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

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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.

Automatic control --- Computer networks --- Predictive control --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Mechanical Engineering --- Civil & Environmental Engineering --- Computer Science --- Mechanical Engineering - General --- Operations Research --- Telecommunications --- Model based predictive control --- Model predictive control --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Control engineering --- Control equipment --- Mathematics. --- Computer organization. --- Computer science --- System theory. --- Computer mathematics. --- Control engineering. --- Electrical engineering. --- Computational Mathematics and Numerical Analysis. --- Computer Systems Organization and Communication Networks. --- Mathematics of Computing. --- Systems Theory, Control. --- Control. --- Communications Engineering, Networks. --- Electric engineering --- Engineering --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Systems, Theory of --- Systems science --- Science --- Organization, Computer --- Electronic digital computers --- Math --- Mathematics --- Philosophy --- Computer network architectures. --- Computer science. --- Systems theory. --- Telecommunication. --- Control and Systems Theory. --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Communication --- Information theory --- Telecommuting --- Informatics --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Computer science—Mathematics. --- Automatic control. --- Computer networks.

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• Reference Manager
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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