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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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Business Process Model and Notation: Third International Workshop, BPMN 2011
Business Process Model and Notation: Third International Workshop, BPMN 2011

The Business Process Model and Notation (BPMN) has seen a huge uptake in both academia and industry over the past years. It is seen by many as the de facto standard for business process modeling and has become very popular with business analysts, tool vendors and end users. As of version 2.0, the BPMN contains a comprehensive set of...

php/architect's Guide to PHP 5 Migration
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This is the only book you will need to help you through the rough spots when migrating your PHP apps from PHP4 to PHP5. Not only is this an extremely comprehensive and in-depth resource, it will show you virtually every pitfall you may encounter and will undoubtedly make your migration as smooth as possible. The topics covered in this book...

Forensic Pathology of Trauma (Forensic Science and Medicine)
Forensic Pathology of Trauma (Forensic Science and Medicine)
The practice of forensic pathology includes the collection and analysis of evidence in relation to a corpse in order to establish the cause of death. Knowledge of the cause of death contributes to the determination of the manner of death by medical examiners and coroners, who are occasionally assisted by law enforcement officers. In...

Innovations in Machine Learning: Theory and Applications (Studies in Fuzziness and Soft Computing)
Innovations in Machine Learning: Theory and Applications (Studies in Fuzziness and Soft Computing)
The study of innovation – the development of new knowledge and artifacts – is of interest to scientists and practitioners. Innovations change the day-to-day lives of individuals, transform economies, and even create new societies. The conditions triggering innovation and the innovation process itself set the stage for economic...
Network Experiments Manual for Peterson/Davie Computer Networks 4/e
Network Experiments Manual for Peterson/Davie Computer Networks 4/e

Networking technologies and concepts are often difficult to explain, even through careful description and well thought out examples. One method for making this information "stick" is to create an environment where networking professionals and students can visualize how networks work, utilizing a software tool that simulates the...

Advanced Database Query Systems: Techniques, Applications and Technologies (Premier Reference Source)
Advanced Database Query Systems: Techniques, Applications and Technologies (Premier Reference Source)

Databases are designed to support data storage, processing, and retrieval activities related to data management. The use of databases in various applications has resulted in an enormous wealth of data, which populates many types of databases around the world.

Advanced Database Query Systems: Techniques, Applications and...

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