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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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Advances in Cryptology -- ASIACRYPT 2015: 21st International Conference on th…
The two-volume set LNCS 9452 and 9453 constitutes the refereed proceedings of the 21st International Conference on the Theory and Applications of Cryptology and Information Security, ASIACRYPT 2015, held in Auckland, New Zealand, in November/December 2015. The 64 revised full papers and 3 invited talks presented were carefully selected from 251 submissions. They are organized in topical sect…
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- Ed. 1
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- 978-3-662-48797-6
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- XXV, 810
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- Lecture Notes in Computer Science
- Call Number
- 518.1
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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Advances in Complex Data Modeling and Computational Methods in Statistics
The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data; new developments for bootstrapping complex data; regression analysis for measuring the downsize reputational ris…
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- Ed. 1
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- 978-3-319-11149-0
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- VIII, 209
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- Contributions to Statistics
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- 519.5 ADV a
Advances in Architectural Geometry 2014
This book contains 24 technical papers presented at the fourth edition of the Advances in Architectural Geometry conference, AAG 2014, held in London, England, September 2014. It offers engineers, mathematicians, designers, and contractors insight into the efficient design, analysis, and manufacture of complex shapes, which will help open up new horizons for architecture. The book examines g…
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- Ed. 1
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- 978-3-319-11418-7
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- IX, 385
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- 511.8 ADV a
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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Experimental Algorithms 14th International Symposium, SEA 2015, Paris, Franc…
This book constitutes the refereed proceedings of the 14th International Symposium on Experimental Algorithms, SEA 2015, held in Paris, France, in June/July 2015. The 30 revised full papers presented were carefully reviewed and selected from 76 submissions. The main theme of the symposium is the role of experimentation and of algorithm engineering techniques in the design and evaluation of a…
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- 978-3-319-20086-6
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- 80 b/w illustrations
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