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Mathematics of Uncertainty: Ideas, Methods, Application Problems
Mathematics of Uncertainty: Ideas, Methods, Application Problems

"Mathematics of Uncertainty" provides the basic ideas and foundations of uncertainty, covering the fields of mathematics in which uncertainty, variability, imprecision and fuzziness of data are of importance. This introductory book describes the basic ideas of the mathematical fields of uncertainty from simple interpolation to...

A First Course in Fourier Analysis
A First Course in Fourier Analysis
This unique book provides a meaningful resource for applied mathematics through Fourier analysis. It develops a unified theory of discrete and continuous (univariate) Fourier analysis, the fast Fourier transform, and a powerful elementary theory of generalized functions and shows how these mathematical ideas can be used to study sampling theory,...
Compression Algorithms for Real Programmers (The For Real Programmers Series)
Compression Algorithms for Real Programmers (The For Real Programmers Series)
In life, time is money, and on the Internet, the size of data is money. Small programs and small files take less disk space and cost less to send over the Internet. Compression Algorithms for Real Programmers describes the basic algorithms and approaches for compressing information so you can create the smallest files possible....
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
A classic -- offering comprehensive and unified coverage with a balance between theory and practice!

Pattern recognition is integral to a wide spectrum of scientific disciplines and technologies including image analysis, speech recognition and audio classification, communications, computer-aided diagnosis, data mining. The authors,
...
Scaling, Fractals and Wavelets
Scaling, Fractals and Wavelets

Scaling is a mathematical transformation that enlarges or diminishes objects. The technique is used in a variety of areas, including finance and image processing. This book is organized around the notions of scaling phenomena and scale invariance. The various stochastic models commonly used to describe scaling ? self-similarity, long-range...

Approximation Theory: From Taylor Polynomials to Wavelets (Applied and Numerical Harmonic Analysis)
Approximation Theory: From Taylor Polynomials to Wavelets (Applied and Numerical Harmonic Analysis)

This concisely written book gives an elementary introduction to a classical area of mathematics – approximation theory – in a way that naturally leads to the modern field of wavelets.  The exposition, driven by ideas rather than technical details and proofs, demonstrates the dynamic nature of mathematics and the...

Signal Analysis: Wavelets, Filter Banks, Time-Frequency Transforms and Applications
Signal Analysis: Wavelets, Filter Banks, Time-Frequency Transforms and Applications
"...excellent and interesting reading for digital signal processing engineers and designers and for postgraduate students in electrical and computer faculties." (Mathematical Reviews, 2002d)

Signal Analysis explores methods that offer an insight into the properties of signals and stochastic processes. This
...
Biometrics, Computer Security Systems and Artificial Intelligence Applications
Biometrics, Computer Security Systems and Artificial Intelligence Applications
This book presents the most recent achievements in the field of a very fast developing Computer Science. It is a very fascinating science, which still encompasses a number of uncovered areas of study with urgent problems to be solved. Therefore, thousands of scientists are dealing with it elaborating on more and more practical and efficient...
Parallel Scientific Computing in C++ and MPI: A Seamless Approach to Parallel Algorithms and their Implementation
Parallel Scientific Computing in C++ and MPI: A Seamless Approach to Parallel Algorithms and their Implementation
This book provides a seamless approach to numerical algorithms, modern programming techniques and parallel computing. These concepts and tools are usually taught serially across different courses and different textbooks, thus observing the connection between them. The necessity of integrating these subjects usually comes after such courses are...
Introduction to Data Compression, Third Edition (Morgan Kaufmann Series in Multimedia Information and Systems)
Introduction to Data Compression, Third Edition (Morgan Kaufmann Series in Multimedia Information and Systems)

The second edition of Introduction to Data Compression builds on the features that made the first the logical choice-for practitioners who need a comprehensive guide to compression for all types of multimedia and instructors who want to equip their students with solid foundations in these increasingly important and diverse...

Mathematical Tools in Signal Processing with C++ and Java Simulations
Mathematical Tools in Signal Processing with C++ and Java Simulations

In recent decades, the study of signal processing has become increasingly complex, with new techniques and applications constantly being developed for the processing, transformation, and interpretation of signals. This book provides a comprehensive introduction to the traditional and modern methods used in signal processing. It is designed to...

Real Analysis with an Introduction to Wavelets and Applications
Real Analysis with an Introduction to Wavelets and Applications
Real Analysis is based on the real numbers, and it is naturally involved in practical mathematics. On the other hand, it has taken on subject matter from set theory, harmonic analysis, integration theory, probability theory, theory of partial differential equations, etc., and has provided these areas with important ideas and...
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