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First title to ever present soft computing approaches and their application in data mining, along with the traditional hard-computing approaches Addresses the principles of multimedia data compression techniques (for image, video, text) and their role in data mining Discusses principles and classical algorithms on string matching and their role in data mining
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Presents algorithmic techniques for solving problems in bioinformatics, including applications that shed new light on molecular biology This book introduces algorithmic techniques in bioinformatics, emphasizing their application to solving novel problems in post-genomic molecular biology. Beginning with a thought-provoking discussion on the role of algorithms in twenty-first-century bioinformatics education, Bioinformatics Algorithms covers: General algorithmic techniques, including dynamic programming, graph-theoretical methods, hidden Markov models, the fast Fourier transform, seeding, and approximation algorithms Algorithms and tools for genome and sequence analysis, including formal and approximate models for gene clusters, advanced algorithms for non-overlapping local alignments and genome tilings, multiplex PCR primer set selection, and sequence/network motif finding Microarray design and analysis, including algorithms for microarray physical design, missing value imputation, and meta-analysis of gene expression data Algorithmic issues arising in the analysis of genetic variation across human population, including computational inference of haplotypes from genotype data and disease association search in case/control epidemiologic studies Algorithmic approaches in structural and systems biology, including topological and structural classification in biochemistry, and prediction of protein-protein and domain-domain interactions Each chapter begins with a self-contained introduction to a computational problem; continues with a brief review of the existing literature on the subject and an in-depth description of recent algorithmic and methodological developments; and concludes with a brief experimental study and a discussion of open research challenges. This clear and approachable presentation makes the book appropriate for researchers, practitioners, and graduate students alike.
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Software Testing presents one of the first comprehensive guides to testing activities, ranging from test planning through test completion for every phase of software under development, and software under revision. Real life case studies are provided to enhance understanding as well as a companion website with tools and examples.
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Master the essentials of concurrent programming,including testing and debugging This textbook examines languages and libraries for multithreaded programming. Readers learn how to create threads in Java and C++, and develop essential concurrent programming and problem-solving skills. Moreover, the textbook sets itself apart from other comparable works by helping readers to become proficient in key testing and debugging techniques. Among the topics covered, readers are introduced to the relevant aspects of Java, the POSIX Pthreads library, and the Windows Win32 Applications Programming Interface. The authors have developed and fine-tuned this book through the concurrent programming courses they have taught for the past twenty years. The material, which emphasizes practical tools and techniques to solve concurrent programming problems, includes original results from the authors' research. Chapters include: * Introduction to concurrent programming * The critical section problem * Semaphores and locks * Monitors * Message-passing * Message-passing in distributed programs * Testing and debugging concurrent programs As an aid to both students and instructors, class libraries have been implemented to provide working examples of all the material that is covered. These libraries and the testing techniques they support can be used to assess student-written programs. Each chapter includes exercises that build skills in program writing and help ensure that readers have mastered the chapter's key concepts. The source code for all the listings in the text and for the synchronization libraries is also provided, as well as startup files and test cases for the exercises. This textbook is designed for upper-level undergraduates and graduate students in computer science. With its abundance of practical material and inclusion of working code, coupled with an emphasis on testing and debugging, it is also a highly useful reference for practicing programmers.
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Based on the authors' experiences in developing and teaching Symbian OS, this practical guide is perfect for programmers and provides a series of example-based scenarios that show how to develop Symbian applications. Exercises walk the reader through the initial development of a console-based card game engine to a graphical user interface(GUI)-based, two player blackjack game operating over a Bluetooth connection between two mobile phones Addresses how Symbian offers a number of different variants to allow for different user interfaces and screen savers – the most prevalent of these is S60 Discusses how the move toward 3G technology has resulted in an increasing need for mobile application development for S60 devices.
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Just what you need to know to take full advantage of your new BlackBerry smartphone The popular BlackBerry is used by millions of office workers and executives and has become an essential business tool. Now with an even faster and more efficient 6.0 operating system, the newest BlackBerry devices have the potential to become pocket-sized replacements for the laptop. This fifth edition of the most popular BlackBerry guide explores all the features of the new BlackBerry and its upgraded OS. It covers setting up the device, organizing and managing your appointments and to-do list, accessing the Internet, handling e-mail, working with multimedia, synching your BlackBerry with your desktop, adding apps, and much more. The BlackBerry is the most popular handheld device for business users; an updated 6.0 operating system is being introduced for new models with an upgrade available for certain older models This edition of the popular BlackBerry guide covers the new OS, setting up your BlackBerry, organizing and managing your calendar, handling e-mail, and accessing the Internet Explores working with multimedia and taking great photos with your BlackBerry Offers tips and shortcuts plus information about managing power usage, synching your BlackBerry to your desktop, and taking advantage of the expandable memory, as well as great apps you can add Wise advice from BlackBerry experts makes this the guide you need to get the most juice from your BlackBerry.
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An interdisciplinary framework for learning methodologies—covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be applied—showing that a few fundamental principles underlie most new methods being proposed today in statistics, engineering, and computer science. Complete with over one hundred illustrations, case studies, and examples making this an invaluable text.
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The «father of data warehousing» incorporates the latest technologies into his blueprint for integrated decision support systems Today's corporate IT and data warehouse managers are required to make a small army of technologies work together to ensure fast and accurate information for business managers. Bill Inmon created the Corporate Information Factory to solve the needs of these managers. Since the First Edition, the design of the factory has grown and changed dramatically. This Second Edition, revised and expanded by 40% with five new chapters, incorporates these changes. This step-by-step guide will enable readers to connect their legacy systems with the data warehouse and deal with a host of new and changing technologies, including Web access mechanisms, e-commerce systems, ERP (Enterprise Resource Planning) systems. The book also looks closely at exploration and data mining servers for analyzing customer behavior and departmental data marts for finance, sales, and marketing.
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Take control of your Facebook profile When you join Facebook, you're joining a community with over two billion people spread around the globe. It helps to have the insight on not only how to set up your profile and add content, but also how to make sure you control who sees—and doesn't see—your posts. Facebook For Dummies provides the trusted guidance you need to set up a profile, add content, and apply the many tools Facebook provides to give you control of your content. Primarily known as a way for individuals to share information, photos and videos, and calendar invitations, Facebook has gained prominence as a means to spread news, market products, and serve as a business platform. Whatever you’re looking to use it for, this book shows you how to use all the features available to make it a more satisfying experience. Build your profile and start adding friends Use Facebook to send private messages and instant notes Discover ways to set privacy and avoid online nuisances Launch a promotion page Get ready to have a whole lot of fun on the largest social network in the world.
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Learn to set up, manage, and administer a Drupal web site Drupal offers unparalleled flexibility for content-managed web sites, and Drupal 7 is the easiest version to use yet. This new edition teaches you the fast, fun, and easy way to get started with Drupal. Even if you have no Drupal experience, you'll quickly learn how to download and install Drupal, set up your first content-managed site, apply templates, use modules, and more. Drupal gurus Lynn Beighley and Seamus Bellamy show you how to take advantage of what Drupal has to offer, make the most of the new features in Drupal 7, and demystify perplexing Drupal issues. Drupal is a free, open source modular framework and content management system designed for content-managed web sites Shows you how to download Drupal; no programming experience required Looks at Drupal 7 and explains new features that make it is easier to use than previous iterations of Drupal for a creating a blog, content site, or eBusiness site Explains how to organize and create your site's content, apply templates, and get your first site up and running Details the ways to use modules and third-party templates Whether you're looking to implement a flexible content management system, turbocharge a blog with photo galleries, or administer a third-party Drupal site, this book gets you off to a running start!
