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Introduction to Clustering Large and High-Dimensional Data
Introduction to Clustering Large and High-Dimensional Data
"...this book may serve as a useful reference for scientists and engineers who need to understand the concepts of clustering in general and/or to focus on text mining applications. It is also appropriate for students who are attending a course in pattern recognition, data mining, or classification and are interested in learning more about...
OpenCL Parallel Programming Development Cookbook
OpenCL Parallel Programming Development Cookbook

OpenCL (Open Computing Language) is the first royalty-free standard for cross platform, parallel programming of modern processors found in personal computers, servers, mobiles, and embedded devices. OpenCL greatly improves speed and responsiveness for a wide spectrum of applications in numerous market categories, from gaming and entertainment...

Active Directory: Designing, Deploying, and Running Active Directory, Fourth Edition
Active Directory: Designing, Deploying, and Running Active Directory, Fourth Edition

Active Directory is a common repository for information about objects that reside on the network, such as users, groups, computers, printers, applications, and files. The default Active Directory schema supports numerous attributes for each object class that can be used to store a variety of information. Access Control Lists (ACLs) are...

Developing Applications for the Cloud on the Microsoft Windows Azure Platform (Patterns & Practices)
Developing Applications for the Cloud on the Microsoft Windows Azure Platform (Patterns & Practices)

Windows Azure is a highly scalable, robust, and cost-effective solution for the deployment of applications and services—for organizations and enterprises of all sizes, and in all types of markets. My task at Microsoft is to ensure that developers can help these organizations and enterprises to achieve their goals by quickly and easily...

PostgreSQL High Performance Cookbook
PostgreSQL High Performance Cookbook

Get to know effective ways to improve PostgreSQL's performance and master query optimization, and database monitoring.

About This Book

  • Perform essential database tasks such as benchmarking the database and optimizing the server's memory usage
  • Learn ways to improve query...
Real-time Analytics with Storm and Cassandra
Real-time Analytics with Storm and Cassandra

This book will teach you how to use Storm for real-time data processing and to make your applications highly available with no downtime using Cassandra.

The book starts off with the basics of Storm and its components along with setting up the environment for...

VLSI Physical Design: From Graph Partitioning to Timing Closure
VLSI Physical Design: From Graph Partitioning to Timing Closure

Physical design of integrated circuits remains one of the most interesting and challenging arenas in the field of Electronic Design Automation. The ability to integrate more and more devices on our silicon chips requires the algorithms to continuously scale up. Nowadays we can integrate 2e9 transistors on a single 45nm-technology chip. This...

Genetic Algorithms + Data Structures = Evolution Programs
Genetic Algorithms + Data Structures = Evolution Programs

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of...

JMP 12 Specialized Models
JMP 12 Specialized Models

JMP 12 Specialized Models provides details about modeling techniques such as partitioning, neural networks, nonlinear regression, and time series analysis. Topics include the Gaussian platform, which is useful in analyzing computer simulation experiments. The book also covers the Response Screening platform, which is useful in testing the...

Cluster Analysis for Data Mining and System Identification
Cluster Analysis for Data Mining and System Identification

Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classification of similar objects into different groups, or more precisely, the partitioning of a data set into subsets...

Circuit Design with VHDL
Circuit Design with VHDL
This textbook teaches VHDL using system examples combined with programmable logic and supported by laboratory exercises. While other textbooks concentrate only on language features, Circuit Design with VHDL offers a fully integrated presentation of VHDL and design concepts by including a large number of complete design examples,...
Applied Graph Theory in Computer Vision and Pattern Recognition (Studies in Computational Intelligence)
Applied Graph Theory in Computer Vision and Pattern Recognition (Studies in Computational Intelligence)
This book will serve as a foundation for a variety of useful applications of graph theory to computer vision, pattern recognition, and related areas. It covers a representative set of novel graph-theoretic methods for complex computer vision and pattern recognition tasks. The first part of the book presents the application of graph theory to...
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