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Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)

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Cluster analysis is an unsupervised process that divides a set of objects into homogeneous groups. This book starts with basic information on cluster analysis, including the classification of data and the corresponding similarity measures, followed by the presentation of over 50 clustering algorithms in groups according to some specific baseline methodologies such as hierarchical, centre-based, and search-based methods. As a result, readers and users can easily identify an appropriate algorithm for their applications and compare novel ideas with existing results. The book also provides examples of clustering applications to illustrate the advantages and shortcomings of different clustering architectures and algorithms. Application areas include pattern recognition, artificial intelligence, information technology, image processing, biology, psychology, and marketing. Suitable as a textbook for an introductory course in cluster analysis or as source material for a graduate-level introduction to data mining.
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Getting Started with Oracle Data Integrator 11g: A Hands-on Tutorial
Getting Started with Oracle Data Integrator 11g: A Hands-on Tutorial

The May 26, 2011 edition of the Economist magazine cites a report by the the McKinsey Global Institute (MGI) about data becoming a factor of production, such as physical or human capital. Across the industry, enterprises are investing significant resources in harnessing value from vast amounts of data to innovate, compete, and reduce...

DNA Damage Recognition
DNA Damage Recognition

Stands as the most comprehensive guide to the subject―covering every essential topic related to DNA damage identification and repair.

Covering a wide array of topics from bacteria to human cells, this book summarizes recent developments in DNA damage repair and recognition while providing timely reviews on the molecular...

Modeling and Control of Discrete-event Dynamic Systems: with Petri Nets and Other Tools
Modeling and Control of Discrete-event Dynamic Systems: with Petri Nets and Other Tools

This book presents results of research achieved in friendly collaboration across borders and moreover between continents and emphasizes a belief in engineering science being for the benefit of mankind the world over. This aspect of the book’s ethos is epitomized by the authors’ profiles, one being from Central Europe and...


Combustion Processes in Propulsion: Control, Noise, and Pulse Detonation
Combustion Processes in Propulsion: Control, Noise, and Pulse Detonation
"This collection represents the current state-of-the-art in combustion research for air-breathing chemical propulsion. Nearly an equal mix of computational and experimental results are presented from the major players in Pulse Detonation Engines research, providing the reader with a thorough overview of the contemporary technical issues...
Introducing 3ds Max 2008
Introducing 3ds Max 2008
Introducing 3ds Max 2008 breaks down the complexities of 3D modeling, texturing, animating, and visual effects. You'll jump right into the 3ds Max pipeline—from preproduction through postproduction—with clear-cut explanations, tutorials, and hands-on projects to build your skills. A special color insert includes real-world...
ASP.NET 3.5 Enterprise Application Development with Visual Studio 2008: Problem Design Solution
ASP.NET 3.5 Enterprise Application Development with Visual Studio 2008: Problem Design Solution
Aimed at enterprise developers who use Visual Studio 2008, ASP.NET, C#, and SQL Server to deliver business applications, this book focuses on implementing patterns that can be used for real-world solutions. Each chapter establishes a problem, examines which solution will provide the best results, and then demonstrates how to go about executing that...
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