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An introduction to computational learning theory
Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer science, and statistics.Computational learning theory is a new and rapidly expanding area of research that examines formal models of induction with th…
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- ISBN/ISSN
- 0585350531
- Collation
- 1 online resource (xii, 207 pages) :illustrations
- Series Title
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- Call Number
- 005 KEA i
Materialized Views: Techniques, Implementations, and Applications
"When an application is built, an underlying data model is chosen to make that application effective. Frequently, other applications need the same data, only modeled differently. The solution of copying the underlying data and modeling is costly in terms of storage and makes data maintenance and evolution impossible. View mechanisms are a technique to model data differently for various applicat…
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- 1
- ISBN/ISSN
- 9780262287500
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Modeling and analysis of communicating systems
Complex communicating computer systems -- computers connected by data networks and in constant communication with their environments -- do not always behave as expected. This book introduces behavioral modeling, a rigorous approach to behavioral specification and verification of concurrent and distributed systems. It is among the very few techniques capable of modeling systems interaction at a …
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- ISBN/ISSN
- 0262321033
- Collation
- 1 online resource (xvi, 376 pages) :illustrations
- Series Title
- -
- Call Number
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Intelligence emerging : adaptivity and search in evolving neural systems
"Emergence--the formation of global patterns from solely local interactions--is a frequent and fascinating theme in the scientific literature both popular and academic. In this book, Keith Downing undertakes a systematic investigation of the widespread (if often vague) claim that intelligence is an emergent phenomenon. Downing focuses on neural networks, both natural and artificial, and how the…
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- ISBN/ISSN
- 0262328666
- Collation
- 1 online resource (xxii, 475 pages) :illustrations
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- -
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Mechanics of Robotic Manipulation
""Manipulation" refers to a variety of physical changes made to the world around us. Mechanics of Robotic Manipulation addresses one form of robotic manipulation, moving objects, and the various processes involved--grasping, carrying, pushing, dropping, throwing, and so on. Unlike most books on the subject, it focuses on manipulation rather than manipulators. This attention to processes rather …
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- ISBN/ISSN
- 9780262256629
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Recoding gender :women's changing participation in computing
The untold history of women and computing: how pioneering women succeeded in a field shaped by gender biases. Today, women earn a relatively low percentage of computer science degrees and hold proportionately few technical computing jobs. Meanwhile, the stereotype of the male “computer geek” seems to be everywhere in popular culture. Few people know that women were a significant presence…
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- ISBN/ISSN
- 9780262305464
- Collation
- 1 online resource (x, 247 pages) :illustrations.
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- -
- Call Number
- -
How Smart Machines Think
The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommendations, IBM's Watson triumphed on Jeopardy over puny human brains, computer programs can be trained to play Atari games. But how do all these thingswork? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning t…
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- ISBN/ISSN
- 9780262347938
- Collation
- 1 online resource (xiv, 298 pages)
- Series Title
- -
- Call Number
- -
A New History of Modern Computing
"Bringing the history of modern computing fully up to date, from new applications to scientific computation to video games and the ubiquitous smartphone"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262366487
- Collation
- 1 online resource.
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- -
- Call Number
- -
Metamodeling :
"In recent years, many approximate methods have been developed for analyzing queueing models of complex computer systems. These ad hoc methods usually focus on specific aspects of system operation, and appear to be different from one another, making it difficult to see the underlying principles of model development, to understand the relationship between different models of the same system, or …
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- ISBN/ISSN
- 9780262255561
- Collation
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Great principles of computing
A new framework for understanding computing: a coherent set of principles spanning technologies, domains, algorithms, architectures, and designs."Computing is usually viewed as a technology field that advances at the breakneck speed of Moore's Law. If we turn away even for a moment, we might miss a game-changing technological breakthrough or an earthshaking theoretical development. This book ta…
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- ISBN/ISSN
- 9780262324267
- Collation
- 1 online resource (xviii, 302 pages)
- Series Title
- -
- Call Number
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