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Principles of Data Mining (Undergraduate Topics in Computer Science)

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Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas.

This book explains and explores the principal techniques of Data Mining: for classification, generation of association rules and clustering. It is written for readers without a strong background in mathematics or statistics and focuses on detailed examples and explanations of the algorithms given. This should prove of value to readers of all kinds, from those whose only use of data mining techniques will be via commercial packages right through to academic researchers.

This book aims to help the general reader develop the necessary understanding to use commercial data mining packages discriminatingly, as well as enabling the advanced reader to understand or contribute to future technical advances in the field. Each chapter has practical exercises to enable readers to check their progress. A full glossary of technical terms used is included.

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Video Database Systems: Issues, Products, and Applications (Advances in Database Systems)
Video Database Systems: Issues, Products, and Applications (Advances in Database Systems)
Great advances have been made in the database field. Relational and object- oriented databases, distributed and client/server databases, and large-scale data warehousing are among the more notable. However, none of these advances promises to have as great and direct an effect on the daily lives of ordinary citizens as video databases. Video...
Data-Driven 3D Facial Animation
Data-Driven 3D Facial Animation
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Comprehensive in scope, the book covers not only traditional...

Handbook of Cell-Penetrating Peptides, Second Edition (Pharmacology and Toxicology: Basic and Clinical Aspects)
Handbook of Cell-Penetrating Peptides, Second Edition (Pharmacology and Toxicology: Basic and Clinical Aspects)

Since the first Handbook of Cell-Penetrating Peptides was prepared in 2001, the wealth of new information on the use of these peptides as transport systems has in fact served to confound the field. The constant internal change in the field of cell-penetrating peptides (CPPs) is due to recent research uncovering apparent ambiguities in...


IT Governance: How Top Performers Manage IT Decision Rights for Superior Results
IT Governance: How Top Performers Manage IT Decision Rights for Superior Results
Firms with superior IT governance have more than 25% higher profits than firms with poor governance given the same strategic objectives. These top performers have custom-designed IT governance for their strategies. Just as corporate governance aims to ensure quality decisions about all corporate assets, IT governance links IT decisions with company...
CCSP SNPA Official Exam Certification Guide (3rd Edition)
CCSP SNPA Official Exam Certification Guide (3rd Edition)
CCSP SNPA Exam Certification Guide, Third Edition, is an excellent self-study resource for
the CCSP SNPA exam. Passing the exam validates the knowledge and ability to configure,
operate, and manage Cisco PIX 500 Series Security Appliances and Cisco ASA 5500 Series
Adaptive Security Appliances. It is one of several exams required to
...
Medical Terminology Demystified
Medical Terminology Demystified

There’s no easier, faster, or more practical way to learn the really tough subjects

Medical Terminology Demystified covers all the basic terms of disease and injury, abnormal anatomy and physiology, surgical techniques, drugs, and other therapies--in the context of real, practical health issues. This self-teaching...

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