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Data Mining with Decision Trees: Theroy and Applications (Machine Perception and Artificial Intelligence)

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This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique.Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order to discover useful patterns. The area is of great importance because it enables modeling and knowledge extraction from the abundance of data available. Both theoreticians and practitioners are continually seeking techniques to make the process more efficient, cost-effective and accurate. Decision trees, originally implemented in decision theory and statistics, are highly effective tools in other areas such as data mining, text mining, information extraction, machine learning, and pattern recognition. This book invites readers to explore the many benefits in data mining that decision trees offer:

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Visual Basic .NET Bible
Visual Basic .NET Bible

If Visual Basic .NET can do it, you can do it too … Visual Basic .NET represents the greatest generational leap Visual Basic has ever taken. Written by a talented team of Visual Basic .NET experts, this comprehensive guide helps you flatten the .NET learning curve and get to work, whether you're a Visual Basic 6 veteran, an ASP developer,...

Nanotechnology in Biology and Medicine: Methods, Devices, and Applications
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Niels Bohr and Complementarity: An Introduction (SpringerBriefs in Physics)

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MATLAB Optimization Techniques
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MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or...

Mastering Network Security
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The new edition of the highly-acclaimed and best-selling Mastering Network Security is here, and just in time! The past four significant Internet worm attacks alone have cost companies more than $10 billion in repairs and lost productivity. And as hackers continue to discover new ways to exploit vulnerable networks, the need for up-to-date security...
Practical Intrusion Analysis: Prevention and Detection for the Twenty-First Century
Practical Intrusion Analysis: Prevention and Detection for the Twenty-First Century

The Only Definitive Guide to New State-of-the-Art Techniques in Intrusion Detection and Prevention

 

Recently, powerful innovations in intrusion detection and prevention have evolved in response to emerging threats and changing business environments....

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