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Mathematical Problems in Data Science: Theoretical and Practical Methods
This book describes current problems in data science and Big Data. Key topics are data classification, Graph Cut, the Laplacian Matrix, Google Page Rank, efficient algorithms, hardness of problems, different types of big data, geometric data structures, topological data processing, and various learning methods. For unsolved problems such as incomplete data relation and reconstruction, the book…
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- 978-3319797397
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Extensions of Positive Definite Functions Applications and Their Harmonic An…
This monograph deals with the mathematics of extending given partial data-sets obtained from experiments; Experimentalists frequently gather spectral data when the observed data is limited, e.g., by the precision of instruments; or by other limiting external factors. Here the limited information is a restriction, and the extensions take the form of full positive definite function on some pres…
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- 978-3-319-39780-1
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- 39 b/w illustrations, 9 illustrations in colour
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Extended Abstracts Spring 2014 Hamiltonian Systems and Celestial Mechanics; …
The two parts of the present volume contain extended conference abstracts corresponding to selected talks given by participants at the "Conference on Hamiltonian Systems and Celestial Mechanics 2014" (HAMSYS2014) (15 abstracts) and at the "Workshop on Virus Dynamics and Evolution" (12 abstracts), both held at the Centre de Recerca Matemàtica (CRM) in Barcelona from June 2nd to 6th, 2014, and f…
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- 978-3-319-22129-8
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- 12 b/w illustrations, 14 illustrations in colour
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Stability Theory for Dynamic Equations on Time Scales
This monograph is a first in the world to present three approaches for stability analysis of solutions of dynamic equations. The first approach is based on the application of dynamic integral inequalities and the fundamental matrix of solutions of linear approximation of dynamic equations. The second is based on the generalization of the direct Lyapunovs method for equations on time scales, usi…
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- 978-3319422121
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- 234 pages
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Lectures on Random Interfaces
Interfaces are created to separate two distinct phases in a situation in which phase coexistence occurs. This book discusses randomly fluctuating interfaces in several different settings and from several points of view: discrete/continuum, microscopic/macroscopic, and static/dynamic theories. The following four topics in particular are dealt with in the book. Assuming that the interface is rep…
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- 978-981-10-0849-8
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Experimental Design Research
This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical appro…
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- 978-3-319-33781-4
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- 26 b/w illustrations, 43 illustrations in colour
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Nonequilibrium Quantum Field Theory
Research into the nonequilibrium processes of quantum many body systems, and the statistical mechanical properties of interacting quantum fields, constitutes a fast developing and widely applicable area of theoretical physics.
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- 9781009290036
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- T 530.15 CAL n
Advances in Algebraic Quantum Field Theory
This text focuses on the algebraic formulation of quantum field theory, from the introductory aspects to the applications to concrete problems of physical interest. The book is divided in thematic chapters covering both introductory and more advanced topics. These include the algebraic, perturbative approach to interacting quantum field theories, algebraic quantum field theory on curved spaceti…
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- Ed. 1
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- 978-3-319-21353-8
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- XII, 453
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- Mathematical Physics Studies
- Call Number
- 530.15 ADV a
The Analysis and Geometry of Hardy's Inequality
This volume presents advances that have been made over recent decades in areas of research featuring Hardy's inequality and related topics. The inequality and its extensions and refinements are not only of intrinsic interest but are indispensable tools in many areas of mathematics and mathematical physics.
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- 978-3-319-22870-9
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- XV, 263
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- Universitext
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Excel 2016 for Physical Sciences Statistics
This book shows the capabilities of Microsoft Excel in teaching physical science statistics effectively. Similar to the previously published Excel 2013 for Physical Sciences Statistics, this book is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical physical science problems. If understanding statistics isn’t the reader’s stronges…
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- 978-3-319-40075-4
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- 1 b/w illustrations, 161 illustrations in colour
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