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Algorithms
In the tradition of Real World Algorithms: A Beginner's Guide, Panos Louridas is back to introduce algorithms in an accessible manner, utilizing various examples to explain not just what algorithms are but how they work. Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling,…
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- ISBN/ISSN
- 9780262358675
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- 1 online resource
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Introduction to statistical relational learning
"Index" : an online index is available on the book webpage at http://www.cs.umd.edu/srl-book/index.htm.Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262256230
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- 1 online resource (ix, 586 pages) :illustrations.
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Once upon an algorithm how stories explain computing
How Hansel and Gretel, Sherlock Holmes, the movie Groundhog Day, Harry Potter, and other familiar stories illustrate the concepts of computing.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262341691
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- 1 online resource
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Advanced Structured Prediction
The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. …
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- ISBN/ISSN
- 0262322951
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- 1 online resource (ix, 415 pages) :illustrations.
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Algorithmic rights and protections for children
"Essays that look at the challenges and risks in designing algorithms and platforms for children, with an emphasis on innovative designs and solutions for algorithmic justice, learning, and equity"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262374316
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- 1 online resource
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Computational thinking
An introduction to computational thinking that traces a genealogy beginning centuries before the digital computer. A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation; eventually, every field had a computational branch: computational physics, computational biology, computational …
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- ISBN/ISSN
- 9780262353410
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- 1 online resource (272 pages) :illustrations
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Predicting structured data
Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…
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- ISBN/ISSN
- 9780262255691
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- 1 online resource (viii, 348 pages) :illustrations.
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Automatic algorithm recognition and replacement :a new approach to program op…
"Parallel computation will become the norm in the coming decades. Unfortunately, advances in parallel hardware have far outpaced parallel applications of software. There are currently two approaches to applying parallelism to applications. One is to write completely new applications in new languages. But abandoning applications that work is unacceptable to most nonacademic users of high-perform…
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- ISBN/ISSN
- 058533336X
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- 1 online resource (viii, 219 pages)
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Learning in embedded systems
"A Bradford book."It is the first detailed exploration of the problem of learning action strategies in the context of designing embedded systems that adapt their behavior to a complex, changing environment; such systems include mobile robots, factory process controllers, and long-term software databases.Learning to perform complex action strategies is an important problem in the fields of artif…
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- ISBN/ISSN
- 0262288508
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- 1 online resource (xi, 176 pages) :illustrations
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Self-stabilization
OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 058523986X
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- 1 online resource (197 pages) :illustrations
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