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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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The Game Producer's Handbook
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Financial Accounting: An Introduction to Concepts, Methods and Uses (Available Titles CengageNOW)
Financial Accounting: An Introduction to Concepts, Methods and Uses (Available Titles CengageNOW)

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Adaptive Digital Filters (Signal Processing and Communications)
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Big Java
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No one brews up a better Java guide than Cay Horstmann and in this Third Edition of Big Java he's perfected his recipe. Thoroughly updated to include Java 6, the Third Edition of Horstmann's bestselling text helps you absorb computing concepts and programming principles, develop strong problem-solving skills, and become a better programmer, all...
Data Science and Digital Business
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This book combines the analytic principles of digital business and data science with business practice and big data. The interdisciplinary, contributed volume provides an interface between the main disciplines of engineering and technology and business administration. Written for managers, engineers and researchers who want to...

Handbook on Advanced Design and Manufacturing Technologies for Biomedical Devices
Handbook on Advanced Design and Manufacturing Technologies for Biomedical Devices

​The last decades have seen remarkable advances in computer‐aided design, engineering and manufacturing technologies, multi‐variable simulation tools, medical imaging, biomimetic design, rapid prototyping, micro and nanomanufacturing methods and information management resources, all of which provide new horizons for the...

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