Algorithms and Complexity

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Algorithms and Complexity

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Algorithmic Techniques for the Polymer Sciences

Algorithmic Techniques for the Polymer Sciences

Bradley S. Tice

October 27, 2014

This new book—the first of its kind—examines the use of algorithmic techniques to compress random and non-random sequential strings found in chains of polymers. The book is an introduction to algorithmic complexity. Examples taken from current research in the polymer sciences are used for...

Machine Learning: An Algorithmic Perspective, Second Edition

Machine Learning: An Algorithmic Perspective, Second Edition

Stephen Marsland

October 08, 2014

A Proven, Hands-On Approach for Students without a Strong Statistical Foundation Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning...

Complex Networks: An Algorithmic Perspective

Complex Networks: An Algorithmic Perspective

Kayhan Erciyes

September 06, 2014

Network science is a rapidly emerging field of study that encompasses mathematics, computer science, physics, and engineering. A key issue in the study of complex networks is to understand the collective behavior of the various elements of these networks.Although the results from graph theory have...

Proof Theory: Sequent Calculi and Related Formalisms

Proof Theory: Sequent Calculi and Related Formalisms

Katalin Bimbo

August 20, 2014

Although sequent calculi constitute an important category of proof systems, they are not as well known as axiomatic and natural deduction systems. Addressing this deficiency, Proof Theory: Sequent Calculi and Related Formalisms presents a comprehensive treatment of sequent calculi, including a wide...

Distributed Systems: An Algorithmic Approach, Second Edition

Distributed Systems: An Algorithmic Approach, Second Edition

Sukumar Ghosh

July 14, 2014

Distributed Systems: An Algorithmic Approach, Second Edition provides a balanced and straightforward treatment of the underlying theory and practical applications of distributed computing. As in the previous version, the language is kept as unobscured as possible—clarity is given priority over...

Software Essentials: Design and Construction

Software Essentials: Design and Construction

Adair Dingle

July 07, 2014

About the Cover: Although capacity may be a problem for a doghouse, other requirements are usually minimal. Unlike skyscrapers, doghouses are simple units. They do not require plumbing, electricity, fire alarms, elevators, or ventilation systems, and they do not need to be built to code or pass...

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition

Morton J. Canty

June 06, 2014

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition introduces techniques used in the processing of remote sensing digital imagery. It emphasizes the development and implementation of statistically motivated, data-driven...

Exercises in Programming Style

Exercises in Programming Style

Cristina Videira Lopes

June 02, 2014

Using a simple computational task (term frequency) to illustrate different programming styles, Exercises in Programming Style helps readers understand the various ways of writing programs and designing systems. It is designed to be used in conjunction with code provided on an online repository. The...

Making Music with Computers: Creative Programming in Python

Making Music with Computers: Creative Programming in Python

Bill Manaris, Andrew R. Brown

May 19, 2014

Teach Your Students How to Use Computing to Explore Powerful and Creative Ideas In the twenty-first century, computers have become indispensable in music making, distribution, performance, and consumption. Making Music with Computers: Creative Programming in Python introduces important concepts...

Computing Handbook, Third Edition: Computer Science and Software Engineering

Computing Handbook, Third Edition: Computer Science and Software Engineering

Teofilo Gonzalez, Jorge Diaz-Herrera, Allen Tucker

May 07, 2014

Computing Handbook, Third Edition: Computer Science and Software Engineering mirrors the modern taxonomy of computer science and software engineering as described by the Association for Computing Machinery (ACM) and the IEEE Computer Society (IEEE-CS). Written by established leading experts and...

Computational Thinking for the Modern Problem Solver

Computational Thinking for the Modern Problem Solver

David D. Riley, Kenny A. Hunt

March 27, 2014

Through examples and analogies, Computational Thinking for the Modern Problem Solver introduces computational thinking as part of an introductory computing course and shows how computer science concepts are applicable to other fields. It keeps the material accessible and relevant to noncomputer...

Networks in Society: Links and Language

Networks in Society: Links and Language

Robert Stocker, Terry Bossomaier

February 07, 2014

This book covers technical fundamentals, complexity and social networks, and communication and language. It raises readers’ interest in social networks, the importance of language in the emergence and maintenance of networks, the integral patterns of interconnectivity, and the means to measure and...