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Connecting Discrete Mathematics and Computer Science

By: David Liben-Nowell

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Connecting Discrete Mathematics and Computer Science

By: David Liben-Nowell

An approachable textbook connecting the mathematical foundations of computer science to broad-ranging and compelling applications throughout the field.

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Page Count

691

Publisher

Cambridge University Press

Published Date

ISBN 10

1009150499

ISBN 13

9781009150491

Understanding Complex Datasets

Data Mining with Matrix Decompositions

By: David Skillicorn

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Understanding Complex Datasets

Data Mining with Matrix Decompositions

By: David Skillicorn

Making obscure knowledge about matrix decompositions widely available, Understanding Complex Datasets: Data Mining with Matrix Decompositions discusses the most common matrix decompositions and shows how they can be used to analyze large datasets in a broad range of application areas. Without having to understand every mathematical detail, the book

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Page Count

268

Publisher

CRC Press

Published Date

ISBN 10

1584888334

ISBN 13

9781584888338

Networks, Crowds, and Markets

Reasoning about a Highly Connected World

By: David Easley,Jon Kleinberg

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Networks, Crowds, and Markets

Reasoning about a Highly Connected World

By: David Easley,Jon Kleinberg

Are all film stars linked to Kevin Bacon? Why do the stock markets rise and fall sharply on the strength of a vague rumour? How does gossip spread so quickly? Are we all related through six degrees of separation? There is a growing awareness of the complex networks that pervade modern society. We see them in the rapid growth of the internet, the ease of global communication, the swift spread of news and information, and in the way epidemics and financial crises develop with startling speed and intensity. This introductory book on the new science of networks takes an interdisciplinary approach, using economics, sociology, computing, information science and applied mathematics to address fundamental questions about the links that connect us, and the ways that our decisions can have consequences for others.

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Page Count

745

Publisher

Cambridge University Press

Published Date

ISBN 10

1139490303

ISBN 13

9781139490306