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Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential"If you're a technical communicator who works with the World Wide Web (WWW) and would like a glimpse into the Web's future, this collection of articles by Web gurus is for you."
As the World Wide Web continues to expand, it becomes increasingly difficult for users to obtain information efficiently. Because most search... | | Knowledge-Based NeurocomputingNeurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based... | | Beowulf Cluster Computing with Linux (Scientific and Engineering Computation)Beowulf clusters, which exploit mass-market PC hardware and software in conjunction with cost-effective commercial network technology, are becoming the platform for many scientific, engineering, and commercial applications. With growing popularity has come growing complexity. Addressing that complexity, Beowulf Cluster Computing with Linux and... |
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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The... | | Processing: A Programming Handbook for Visual Designers and ArtistsIt has been more than twenty years since desktop publishing reinvented design, and it's clear that there is a growing need for designers and artists to learn programming skills to fill the widening gap between their ideas and the capability of their purchased software. This book is an introduction to the concepts of computer programming within the... | | |
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American Economic Policy in the 1990sThe 1990s saw the best economic performance in the United States in three decades. Strong economic growth and falling unemployment were accompanied by low inflation and rising budget surpluses. Although personal bankruptcies climbed, the personal saving rate fell, and the trade deficit expanded, overall, U.S. economic performance during the 1990s... | | | | Journey to Data Quality"The issue of data quality has become increasingly important over the last decade as the amount of data being collected and stored continues to increase at a rapid rate. These researchers have been at the forefront of understanding the impact and implication of the quality of data on organizations. These issues will continue to grow in... |
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| | Semi-Supervised Learning (Adaptive Computation and Machine Learning)In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in which no label data are given). Interest in SSL has increased in recent years, particularly because of application domains in which unlabeled data are... | | |
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