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Automatic Design of Decision-Tree Induction Algorithms (SpringerBriefs in Computer Science)

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Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction algorithm regardless of the data, the authors argue on the benefits that a bias-fitting strategy could bring to decision-tree induction, in which the ultimate goal is the automatic generation of a decision-tree induction algorithm tailored to the application domain of interest. For such, they discuss how one can effectively discover the most suitable set of components of decision-tree induction algorithms to deal with a wide variety of applications through the paradigm of evolutionary computation, following the emergence of a novel field called hyper-heuristics.

"Automatic Design of Decision-Tree Induction Algorithms" would be highly useful for machine learning and evolutionary computation students and researchers alike.

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The Microeconomic Growth
The Microeconomic Growth

This book primarily discusses what could make the economy remain stable and increase the level of coordination, both on the demand and supply side, a fascinating question for economists. In this context, it systematically analyzes the theory of consumption and production growth. Most of the existing economic growth theories fail to analyze...

Extrusion in Ceramics (Engineering Materials and Processes)
Extrusion in Ceramics (Engineering Materials and Processes)
For some time now, I have been toying around with the idea of writing a book about “Ceramic Extrusion”, because to my amazement I have been unable to locate a single existing, comprehensive rundown on the subject – much in contrast to, say, plastic extrusion and despite the fact that there are some outstanding contributions to be...
LINQ in Action
LINQ in Action
LINQ, Language INtegrated Query, is a new extension to the Visual Basic and C# programming languages designed to simplify data queries and database interaction. It addreses O/R mapping issues by making query operations like SQL statements part of the programming language. It also offers built-in support for querying in-memory collections like...

Cryptography and Network Security
Cryptography and Network Security
The Internet, as a worldwide communication network, has changed our daily life in many ways. A new paradigm of commerce allows individuals to shop online. The World Wide Web (WWW) allows people to share information. The E-mail technology conned people in far-flung corners of the world. 'ITiis inevitable evolution has also cre-...
VBA for the 2007 Microsoft(R) Office System (Business Solutions)
VBA for the 2007 Microsoft(R) Office System (Business Solutions)
“VBA for the 2007 Microsoft Office System is jam-packed with code samples that you’ll be able to reuse right away in your VBA projects.”

—Guy Barrette, Microsoft MVP & Regional Director, .NET Expertise

 

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Adobe Photoshop Elements 6 Maximum Performance: Unleash the hidden performance of Elements
Adobe Photoshop Elements 6 Maximum Performance: Unleash the hidden performance of Elements
Unleash the hidden potential for professional image editing in Adobe® Photoshop® Elements with this project-based, real-world guide.

Using step-by-step instructions and accompanying movie tutorials, Mark Galer leads you through the less well-known and most powerful post-production editing techniques Adobe® Photoshop®
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