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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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Calculus DeMYSTiFieD, Second Edition
Calculus DeMYSTiFieD, Second Edition

Calculus is one of the milestones of Western thought. Building on ideas of Archimedes, Fermat, Newton, Leibniz, Cauchy, and many others, the calculus is arguably the cornerstone of modern science. Any well-educated person  should at least be acquainted with the ideas of calculus, and a scientifically literateperson must know calculus...

PhoneGap 3, Beginner's Guide, 2nd Edition
PhoneGap 3, Beginner's Guide, 2nd Edition

PhoneGap opens up mobile application development to more people by using HTML and JavaScript. This book gives you the know-how on all the essentials in friendly, example-driven tutorials that will empower you to do more.

Overview

  • Understand the fundamentals of cross-platform mobile application development...
sed, awk and Regular Expressions Pocket Reference (Pocket Reference (O'Reilly))
sed, awk and Regular Expressions Pocket Reference (Pocket Reference (O'Reilly))

For people who create and modify text files, sed and awk are power tools for editing. sed, awk, and regular expressions allow programmers and system administrators to automate editing tasks that need to be performed on one or more files, to simplify the task of performing the same edits on multiple files, and to write...


Major Donors: Finding Big Gifts in Your Database and Online
Major Donors: Finding Big Gifts in Your Database and Online

A winning approach to developing international fundraising strategies

Philanthropy is in a renewed golden age. People want to help, to make a difference, to ensure that the things they value will flourish. In order to capitalize on potential prospects, many nonprofit professionals focus solely on the research of, or communication with,...

Introduction to Computer Graphics: Using Java 2D and 3D (Undergraduate Topics in Computer Science)
Introduction to Computer Graphics: Using Java 2D and 3D (Undergraduate Topics in Computer Science)
Computer graphics comprises the creation and representation of simple graphical elements and images, as well as modern techniques for rendering a virtual reality. To apply these techniques correctly, one requires a basic understanding of the fundamental concepts in graphics.

This book introduces the most important basic concepts of computer...

The Cable and Telecommunications Professionals' Reference, Volume 1, Third Edition
The Cable and Telecommunications Professionals' Reference, Volume 1, Third Edition
This book is for any telecommunications-convergence professional who needs to understand the structure of the industry, the structure of telephony networks and services, and the equipment involved.With the growing variety of networks and technologies now on offer it is inevitable that some convergence will take place between different networks,...
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