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Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing)
Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing)

Following a brief introduction and overview, early chapters cover the basic algebraic relationships of entropy, relative entropy and mutual information, AEP, entropy rates of stochastics processes and data compression, duality of data compression and the growth rate of wealth. Later chapters explore Kolmogorov complexity, channel capacity,...

Algorithms & Architectures (Neural Network Systems Techniques and Applications)
Algorithms & Architectures (Neural Network Systems Techniques and Applications)
Inspired by the structure of the human brain, artificial neural networks have been widely applied to fields such as pattern recognition, optimization, coding, control, etc., because of their ability to solve cumbersome or intractable problems by learning directly from data. An artificial neural network usually consists of a large number of simple...
Computing Information Technology: The Human Side
Computing Information Technology: The Human Side
From the senior management to the clerical and support group levels, this study addresses the possible pitfalls and triumphs of implementing information technology (IT) into organizations in terms of organizational strategies, structures, and communication methods. Issues of human-computer interaction, ethics, privacy, and security are raised to...
Algorithm Design
Algorithm Design
Algorithm Design introduces algorithms by looking at the real-world problems that motivate them. The book teaches a range of design and analysis techniques for problems that arise in computing applications. The text encourages an understanding of the algorithm design process and an appreciation of the...
Big Data Visualization
Big Data Visualization
Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualization About This Book This unique guide teaches you how to visualize your cluttered, huge amounts of big data with ease It is rich with ample options and solid use cases for big data visualization, and is a must-have book...
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)

Most tasks require a person or an automated system to reason--to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning...

Encyclopedia of Information Science and Technology
Encyclopedia of Information Science and Technology
The Encyclopedia of Information Science and Technology is the first work to map this ever-changing field. It is the most comprehensive, research-based encyclopedia consisting of contributions from over 900 noted researchers in over 50 countries. This five-volume encyclopedia includes more than 550 articles highlighting current concepts, issues and...
The Relational Model for Database Management: Version 2
The Relational Model for Database Management: Version 2
Today, if you have a well-designed database management system, you have the keys to the kingdom of data processing and decision support. That is why there now exists a prototype machine whose complete design is based on the relational model. Its arithmetic hardware is a quite minor part of thearchitecture. In fact, the old term "computer...
Mashup Patterns: Designs and Examples for the Modern Enterprise
Mashup Patterns: Designs and Examples for the Modern Enterprise
Using new mashup tools and technologies, enterprise developers can impose their own APIs on everything from Web sites and RSS feeds to Excel and PDF files–transforming a world of content into their own customized informationsource. In Mashup Patterns, Michael Ogrinz applies the concept of software development...
The C Puzzle Book
The C Puzzle Book
The C Puzzle Book is an excellent choice for all programmers who want to expand on their basic knowledge of the C programming language. Completely compliant with ANSI C, this book has been designed to help readers gain a more thorough understanding of the C syntax and semantics through interesting puzzles that challenge the readers'...
Learning SQL
Learning SQL

SQL (Structured Query Language) is a standard programming language for generating, manipulating, and retrieving information from a relational database. If you're working with a relational database--whether you're writing applications, performing administrative tasks, or generating reports--you need to know how to interact...

UML 2004 - The Unified Modeling Language: Modeling Languages and Applications. 7th International Conference
UML 2004 - The Unified Modeling Language: Modeling Languages and Applications. 7th International Conference

This book constitutes the refereed proceedings of the 7th International Conference on the Unified Modeling Language, UML 2004, held in Lisbon, Portugal, in October 2004.

The 30 revised full papers presented together with summaries on the workshops and tutorials were carefully reviewed and selected from 135 technical paper submissions....

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