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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,... | | | | 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... |
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| | 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
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... |
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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
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
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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