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  • Mathematical Theory of Bayesian Statistics

    Mathematical Theory of Bayesian Statistics introduces the mathematical foundation of Bayesian inference which is well-known to be more accurate in many real-world problems than the maximum likelihood method. Recent research has uncovered several mathematical laws in Bayesian statistics, by which both the generalization loss and the marginal likelihood are estimated even if the posterior ... Read more

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  • Algebraic Geometry and Statistical Learning Theory

    Series Book 25 - Cambridge Monographs on Applied and Computational Mathematics
    Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian networks, and stochastic context-free grammars are major examples. Algebraic geometry and singularity ... Read more

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  • Probability

    An Introduction

    Probability is an area of mathematics of tremendous contemporary importance across all aspects of human endeavour. This book is a compact account of the basic features of probability and random processes at the level of first and second year mathematics undergraduates and Masters' students in cognate fields. It is suitable for a first course in probability, plus a follow-up course in random ... Read more

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  • A Modern Theory of Random Variation

    With Applications in Stochastic Calculus, Financial Mathematics, and Feynman Integration

    A ground-breaking and practical treatment of probability and stochastic processesA Modern Theory of Random Variation is a new and radical re-formulation of the mathematical underpinnings of subjects as diverse as investment, communication engineering, and quantum mechanics. Setting aside the classical theory of probability measure spaces, the book utilizes a mathematically rigorous version of the ... Read more

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  • Fundamentals of Nonparametric Bayesian Inference

    Series Book 44 - Cambridge Series in Statistical and Probabilistic Mathematics
    Explosive growth in computing power has made Bayesian methods for infinite-dimensional models - Bayesian nonparametrics - a nearly universal framework for inference, finding practical use in numerous subject areas. Written by leading researchers, this authoritative text draws on theoretical advances of the past twenty years to synthesize all aspects of Bayesian nonparametrics, from prior ... Read more

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  • Mathematics for Econometrics

    Series series Mathematics and Statistics (R0)
    This book deals with a number of mathematical topics that are of great importance in the study of classical econometrics. There is a lengthy chapter on matrix algebra, which takes the reader from the most elementary aspects to the partitioned inverses, characteristic roots and vectors, symmetric, and orthogonal and positive (semi) definite matrices. The book also covers pseudo-inverses, solutions ... Read more

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  • Nonlinear Optimization

    Optimization is one of the most important areas of modern applied mathematics, with applications in fields from engineering and economics to finance, statistics, management science, and medicine. While many books have addressed its various aspects, Nonlinear Optimization is the first comprehensive treatment that will allow graduate students and researchers to understand its modern ideas, ... Read more

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  • Linear Models and the Relevant Distributions and Matrix Algebra

    Series series Chapman & Hall/CRC Texts in Statistical Science
    Linear Models and the Relevant Distributions and Matrix Algebra provides in-depth and detailed coverage of the use of linear statistical models as a basis for parametric and predictive inference. It can be a valuable reference, a primary or secondary text in a graduate-level course on linear models, or a resource used (in a course on mathematical statistics) to illustrate various theoretical ... Read more

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  • Smart Information Systems

    Computational Intelligence for Real-Life Applications

    Edited by Frank Hopfgartner ...
    Series series Computer Science (R0)
    This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures ... Read more

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  • Privacy and Data Protection Issues of Biometric Applications

    A Comparative Legal Analysis

    by Els J. Kindt ...
    Series series Law and Criminology (R0)
    This book discusses all critical privacy and data protection aspects of biometric systems from a legal perspective. It contains a systematic and complete analysis of the many issues raised by these systems based on examples worldwide and provides several recommendations for a transnational regulatory framework. An appropriate legal framework is in most countries not yet in place.Biometric systems ... Read more

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  • Digital and Discrete Geometry

    Theory and Algorithms

    by Li M. Chen ...
    Series series Computer Science (R0)
    This book provides comprehensive coverage of the modern methods for geometric problems in the computing sciences. It also covers concurrent topics in data sciences including geometric processing, manifold learning, Google search, cloud data, and R-tree for wireless networks and BigData.The author investigates digital geometry and its related constructive methods in discrete geometry, offering ... Read more

    $49.49 USD

  • An Introduction to Object Recognition

    Selected Algorithms for a Wide Variety of Applications

    Series series Computer Science (R0)
    Rapid development of computer hardware has enabled usage of automatic object recognition in an increasing number of applications, ranging from industrial image processing to medical applications, as well as tasks triggered by the widespread use of the internet. Each area of application has its specific requirements, and consequently these cannot all be tackled appropriately by a single, general ... Read more

    $49.49 USD