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Materialized Views: Techniques, Implementations, and Applications
Materialized Views: Techniques, Implementations, and Applications

Materialized views have recently seen a renewed interest in the research and commercial communitites because of their applications in warehousing, retailing, billing, visualization, integrity constraints, query optimization, and decision support. All leading database vendors are currently implementing in their systems materialized views...

Information Retrieval: Implementing and Evaluating Search Engines
Information Retrieval: Implementing and Evaluating Search Engines

An academic dynasty has come together to write an excellent textbook on information retrieval. Stefan Buttcher, Charles Clarke, and Gordon Cormack make up three generations of stellar information retrieval researchers with over fifty years of combined experience. Buttcher was Clarke's doctoral student, and Clarke was Cormack's...

Personalization Techniques And Recommender Systems
Personalization Techniques And Recommender Systems

The phenomenal growth of the Internet has resulted in the availability of huge amounts of online information, a situation that is overwhelming to the end-user. To overcome this problem personalization technologies have been extensively employed across several domains to provide assistance in filtering, sorting, classifying and sharing...

Optimization for Machine Learning (Neural Information Processing series)
Optimization for Machine Learning (Neural Information Processing series)
The intersection of interests between machine learning and optimization has engaged many leading researchers in both communities for some years now. Both are vital and growing fields, and the areas of shared interest are expanding too. This volume collects contributions from many researchers who have been a part of these...
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...

Interfaces on Trial 2.0 (The Information Society Series)
Interfaces on Trial 2.0 (The Information Society Series)

We live in an interoperable world. Computer hardware and software products from different manufacturers can exchange data within local networks and around the world using the Internet. The competition enabled by this compatibility between devices has led to fast-paced innovation and prices low enough to allow ordinary users to command...

Rules of Play: Game Design Fundamentals
Rules of Play: Game Design Fundamentals
For hundreds of years, the field of game design has drifted along under the radar of culture, producing timeless masterpieces and masterful time-wasters without drawing much attention to itself-without, in fact, behaving like a "field" at all. Suddenly, powered by the big bang of computer technology, game design has...
The Audio Programming Book
The Audio Programming Book

This comprehensive handbook of mathematical and programming techniques for audio signal processing will be an essential reference for all computer musicians, computer scientists, engineers, and anyone interested in audio. Designed to be used by readers with varying levels of programming expertise, it not only provides the foundations for...

Digital Games and Learning
Digital Games and Learning
Several years ago, I attended a conference in Shanghai that brought together leading American and Chinese thinkers about games and learning. The event’s organizers asked us to share what we saw as best practices from our respective countries. The Chinese game designers proudly displayed games that included historically...
A Little Java, A Few Patterns
A Little Java, A Few Patterns

Java is a new object-oriented programming language that was developed by Sun Microsystems for programming the Internet and intelligent appliances. In a very short time it has become one of the most widely used programming languages for education as well as commercial applications.Design patterns, which have moved object-oriented programming...

Scalable Input/Output: Achieving System Balance (Scientific and Engineering Computation)
Scalable Input/Output: Achieving System Balance (Scientific and Engineering Computation)

As we enter the "decade of data," the disparity between the vast amount of data storage capacity (measurable in terabytes and petabytes) and the bandwidth available for accessing it has created an input/output bottleneck that is proving to be a major constraint on the effective use of scientific data for research. Scalable...

Foundations of Robotics: Analysis and Control
Foundations of Robotics: Analysis and Control

Foundations of Robotics presents the fundamental concepts and methodologies for the analysis, design, and control of robot manipulators. It explains the physical meaning of the concepts and equations used, and it provides, in an intuitively clear way, the necessary background in kinetics, linear algebra, and control theory....

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