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Understanding Complex Datasets: Data Mining with Matrix Decompositions
Understanding Complex Datasets: Data Mining with Matrix Decompositions
Many data-mining algorithms were developed for the world of business, for example for customer relationship management. The datasets in this environment, although large, are simple in the sense that a customer either did or did not buy three widgets, or did or did not fly from Chicago to Albuquerque.

In contrast,
...
Thermodynamic Cycles: Computer-Aided Design and Optimization (Chemical Industries)
Thermodynamic Cycles: Computer-Aided Design and Optimization (Chemical Industries)
Development in classical thermodynamics is, logically and traditionally, aimed at the analysis of cycles. Computational efforts impose harsh constraints on the kinds and amounts of cycle analyses that can reasonably be attempted. Cycle simulations cannot approach realistic complexity. Even relative sensitivity analyses based on...
Peer-to-Peer Computing: Applications, Architecture, Protocols, and Challenges
Peer-to-Peer Computing: Applications, Architecture, Protocols, and Challenges
Peer-to-peer computing, at least on a conceptual level, is a genuine paradigm shift—intelligence is at the edge, computing is completely decentralized, and the network is just there to knit the distributed intelligence together. Indeed, with advancements in hardware technology, proliferation of the open source development...
The Handbook of Optical Communication Networks (Electrical Engineering Handbook)
The Handbook of Optical Communication Networks (Electrical Engineering Handbook)

During the last 3 decades, the field of telecommunications has witnessed tremendous growth. Proliferation of the Internet has started a true revolution that is expected to continue through the foreseeable future. Three factors have played major roles in the unprecedented growth of this field:

• Users’ incessant
...

The Handbook of Human Factors in Web Design (Human Factors and Ergonomics)
The Handbook of Human Factors in Web Design (Human Factors and Ergonomics)

The Handbook of Human Factors in Web Design covers basic human factors issues relating to screen design, input devices, and information organization and processing, as well as addresses newer features which will become prominent in the next generation of Web technologies. These include multimodal interfaces, wireless capabilities,...

Analytical Characterization of Aluminum, Steel, and Superalloys
Analytical Characterization of Aluminum, Steel, and Superalloys

The Analytical Characterization of Aluminum, Steel, and Superalloys addresses the needs of the practicing materials scientist and engineer, whether in an industrial or university setting, and the advanced student. This handbook provides a fundamental overview of a wide range of characterization methodologies and does not provide an...

Cryptography: Theory and Practice, Third Edition (Discrete Mathematics and Its Applications)
Cryptography: Theory and Practice, Third Edition (Discrete Mathematics and Its Applications)

The first edition of this book, which was published in 1995, contained thirteen chapters. My objective was to produce a general textbook that treated all the essential core areas of cryptography, as well as a selection of more advanced topics. In writing the book, I tried to design it to be flexible enough to permit a wide variety of...

Engineering Noise Control: Theory and Practice
Engineering Noise Control: Theory and Practice

The third edition of Engineering Noise Control has been thoroughly revised, updated and extended. Each chapter contains new material, much of which is not available elsewhere. The result is a comprehensive discussion of the theoretical principles and concepts of acoustics and noise control, a detailed discussion of the hearing...

Bioinformatics Basics: Applications in Biological Science and Medicine
Bioinformatics Basics: Applications in Biological Science and Medicine

Scientists in the throes of research use an extensive data bank to access structural information on proteins and nucleic acids. Meanwhile, geneticists use a highly specialized form of software to analyze the hybridization pattern of DNA chips. The past decade has been tremendously successful for biotechnology and pharmaceutical...

Chemical Engineering Fluid Mechanics, Revised and Expanded
Chemical Engineering Fluid Mechanics, Revised and Expanded

The objectives of this book are twofold: (1) for the student, to show how the fundamental principles underlying the behavior of fluids (with emphasis on one-dimensional macroscopic balances) can be applied in an organized and systematic manner to the solution of practical engineering problems, and (2) for the practicing engineer, to...

ALGORITHMS FOR LINEAR-QUADRATIC OPTIMIZATION
ALGORITHMS FOR LINEAR-QUADRATIC OPTIMIZATION

Linear-quadratic optimization is one of the most exciting topics in the con trol engineering literature of recent decades. The interest in linear optimal dynamical systems, and especially in those with quadratic cost functional, can be explained by both the richness of properties these systems possess, and the pragmatic value and physical...

Ecosystem Responses to Mercury Contamination: Indicators of Change
Ecosystem Responses to Mercury Contamination: Indicators of Change

As rising levels of mercury in the environment pose an increasing threat of toxicity to humans and wildlife, several laws already call for industries to reduce mercury emissions at the source. Ecosystem Responses to Mercury Contamination: Indicators of Change outlines the infrastructure and methods needed to measure, monitor, and regulate the...

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