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- Series:
**Synthese Library 350** - Author:
**Rolf Haenni, Jan-Willem Romeijn, Gregory Wheeler, Jon Williamson (auth.)** - Year:
**2011** - Publisher:
**Springer Netherlands** - Language:
**English** - ISBN:
**978-94-007-0007-9,978-94-007-0008-6**

- File size:
**2 611 465** - Format:
**pdf**

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This book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. Going beyond prior probabilistic approaches to uncertain inference, PLN encompasses such ideas as induction, abduct...

While probabilistic logics in principle might be applied to solve a range of problems, in practice they are rarely applied --- perhaps because they seem disparate, complicated, and computationally intractable. This programmatic book argues that several ap...

The general problem addressed in this book is a large and important one: how to usefully deal with huge storehouses of complex information about real-world situations. Every one of the major modes of interacting with such storehouses â€“ querying, data mini...

The general problem addressed in this book is a large and important one: how to usefully deal with huge storehouses of complex information about real-world situations. Every one of the major modes of interacting with such storehouses â€“ querying, data mini...

The approach to probability theory followed in this book (which differs radically from the usual one, based on a measure-theoretic framework) characterizes probability as a linear operator rather than as a measure, and is based on the concept of coherence...

This book is the first to focus on the application of mathematical networks for analyzing microarray data. This method goes well beyond the standard clustering methods traditionally used. From the contents: Understanding and Preprocessin...

This book constitutes the refereed proceedings of the European Conference on Logics in Artificial Intelligence, JELIA 2002, held in Cosenza, Italy in September 2002.The 41 revised full papers presented together with 11 system descriptions and 3 invited co...

Logic networks and automata are facets of digital systems. The change of the design of logic networks from skills and art into a scientific discipline was possible by the development of the underlying mathematical theory called the Switching Theory. The f...

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"This book will inform the reader about China's natural energy and commodities resources. A review of the supply and demand market demonstrates that China's emerging economy will require more and more resources in the future. The author looks at oil, natu...

"Research into the manufacture of lightweight automobiles is driven by the need to reduce fuel consumption to preserve dwindling hydrocarbon resources without compromising other attributes such as safety, performance, recyclability and cost. This book hel...