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Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, recognize faces or spoken speech, optimize robot behavior so that a task can be completed...
Workflow Management: Models, Methods, and Systems (Cooperative Information Systems)
Workflow Management: Models, Methods, and Systems (Cooperative Information Systems)
This book offers a comprehensive introduction to workflow management, the management of business processes with information technology. By defining, analyzing, and redesigning an organization's resources and operations, workflow management systems ensure that the right information reaches the right person or computer application at the right time....
Concepts and Fuzzy Logic
Concepts and Fuzzy Logic

The classical view of concepts in psychology was challenged in the 1970s when experimental evidence showed that concept categories are graded and thus cannot be represented adequately by classical sets. The possibility of using fuzzy set theory and fuzzy logic for representing and dealing with concepts was recognized initially but then...

Press On: Principles of Interaction Programming
Press On: Principles of Interaction Programming

Interactive systems and devices, from mobile phones to office copiers, do not fulfill their potential for a wide variety of reasons--not all of them technical. Press On shows that we can design better interactive systems and devices if we draw on sound computer science principles. It uses state machines and graph theory as a powerful and...

C# Precisely
C# Precisely
This book describes the programming language C# (pronounced “c sharp”), version 2.0. It is a quick reference for the reader who has already learnt or is learning C# from a standard textbook and who wants to know the language in more detail. It should be particularly useful for readers who know the Java programming language and who want...
Journey to Data Quality
Journey to Data Quality
"The issue of data quality has become increasingly important over the last decade as the amount of data being collected and stored continues to increase at a rapid rate. These researchers have been at the forefront of understanding the impact and implication of the quality of data on organizations. These issues will continue to grow in...
How to Design Programs: An Introduction to Programming and Computing
How to Design Programs: An Introduction to Programming and Computing
This introduction to programming places computer science in the core of a liberal arts education. Unlike other introductory books, it focuses on the program design process. This approach fosters a variety of skills--critical reading, analytical thinking, creative synthesis, and attention to detail - that are important for everyone, not just future...
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Science arises from the very human desire to understand and control the world. Over the course of history, we
humans have gradually built up a grand edifice of knowledge that enables us to predict, to varying extents, the
weather, the motions of the planets, solar and lunar eclipses, the courses of diseases, the rise and fall of...
Ruling the Root: Internet Governance and the Taming of Cyberspace
Ruling the Root: Internet Governance and the Taming of Cyberspace

In Ruling the Root, Milton Mueller uses the theoretical framework of institutional economics to analyze the global policy and governance problems created by the assignment of Internet domain names and addresses. “The root” is the top of the domain name hierarchy and the Internet address space. It is the only point of...

Strategic Computing: DARPA and the Quest for Machine Intelligence, 1983-1993 (History of Computing)
Strategic Computing: DARPA and the Quest for Machine Intelligence, 1983-1993 (History of Computing)
This is the story of an extraordinary effort by the U.S. Department of Defense to hasten the advent of "machines that think." From 1983 to 1993, the Defense Advanced Research Projects Agency (DARPA) spent an extra $1 billion on computer research aimed at achieving artificial intelligence. The Strategic Computing Initiative (SCI) was...
Thinking as Computation: A First Course (MIT Press)
Thinking as Computation: A First Course (MIT Press)

This book guides students through an exploration of the idea that thinking might be understood as a form of computation. Students make the connection between thinking and computing by learning to write computer programs for a variety of tasks that require thought, including solving puzzles, understanding natural language, recognizing objects...

Using OpenMP: Portable Shared Memory Parallel Programming
Using OpenMP: Portable Shared Memory Parallel Programming
"The advent of readily-available inexpensive multi-core processors has made parallel programming more important and more accessible than ever before. OpenMP is a popular way to write parallel programs, and this book makes OpenMP knowledge available to the average programmer in an understandable, easy-to-apply fashion, while still providing...
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