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Morgan Kaufmann

  • Genetic Programming

    An Introduction
    • 1st Edition
    • December 1, 1997
    • Wolfgang Banzhaf + 3 more
    • English
    Since the early 1990s, genetic programming (GP)—a discipline whose goal is to enable the automatic generation of computer programs—has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological metaphors gleaned from Darwin's theory of evolution with computer-science approaches drawn from the field of machine learning to create programs that are capable of adapting or recreating themselves for open-ended tasks.This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and online literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques. Software professionals needing to understand and apply GP concepts will find this book an invaluable practical and theoretical guide.

  • Principles of Database Query Processing for Advanced Applications

    • 1st Edition
    • December 1, 1997
    • Clement T. Yu + 1 more
    • English
    The aim of query processing is to find information in one or more databases and deliver it to the user quickly and efficiently. Traditional techniques work well for databases with standard, single-site relational structures, but databases containing more complex and diverse types of data demand new query processing and optimization techniques.Most real-world data is not well structured. Today's databases typically contain much non-structured data such as text, images, video, and audio, often distributed across computer networks. In this complex milieu(typified by the world wide Web), efficient and accurate query processing becomes quite challenging.Principl... of Database Query Processing for Advanced Applications teaches the basic concepts and techniques of query processing and optimization for a variety of data forms and database systems, whether structured or unstructured.

  • Understanding UML

    The Developer's Guide
    • 1st Edition
    • October 1, 1997
    • Mark Watson
    • English
    The Unified Modeling Language (UML) is a third generation method for specifying, visualizing, and documenting an object-oriented system under development. It unifies the three leading object-oriented methods and others to serve as the basis for a common, stable, and expressive object-oriented development notation. As the complexity of software applications increases, so does the developer's need to design and analyze applications before developing them. This practical introduction to UML provides software developers with an overview of this powerful new design notation, and teaches Java programmers to analyse and design object-oriented applications using the UML notation.

  • Readings in Agents

    • 1st Edition
    • October 1, 1997
    • Michael N. Huhns + 1 more
    • English
    The world of agents comprises a broad range of intelligent programs that perform specific tasks on behalf of their users. Agents are distinguished from other types of software by their status as independent entities capable of completing complex assignments without intervention, rather than as tools that must be manipulated by a user. Largely the province of speculation before the early 1990s, agent research has flourished since the advent of the Internet, which has created an ideal operating environment.This important collection unifies the extensive recent literature on agent technology, presenting a wealth of the finest published papers on both theory and applications. Huhns and Singh have drawn on research communities in AI, databases, distributed computing, and programming languages to assemble the most comprehensive overview of the agent world available. The editors add a summary of the field and its terminology, history, and major issues, together with introductions to each of the thematic chapters and discussions of the significance and context of the individual papers. Focuses on:+ applications of agents+ classical techniques for agent construction+ theory for modeling and understanding agents+ intellectual frontiers in agent science.Researchers, practitioners, and students will gain the essential background and perspective needed to understand and appreciate current and future agent research.

  • Readings in Information Retrieval

    • 1st Edition
    • September 17, 1997
    • Karen Sparck Jones + 1 more
    • English
    Information retrieval systems provide end-user access to the huge range of textual information resources that are now available. The techniques used are now being applied to multimedia retrieval, and to related information-seeking tasks such as information extraction and summarization. This collection contains papers covering both general theory and specific method, to offer a comprehensive view of the entire field. Each section consists of a carefully selected group of papers, together with a critical introduction to that topic and an extensive list of additional references.

  • Practical Digital Libraries

    Books, Bytes, and Bucks
    • 1st Edition
    • September 17, 1997
    • Michael Lesk
    • English
    A digital library is not merely a collection of electronic information. It is an organized and digitized system of data that can serve as a rich resource for its user community. This authoritative and accessible guide for librarians and computer scientists explores the technologies behind digital libraries, the choices to be made in building them, and the economic and policy structures that affect them.The most comprehensive book on the subject, Practical Digital Libraries* offers the most wide-ranging overview of digital libraries currently available* analyzes economic and intellectual issues in the emerging digital environment* shows how text, images, audio, and video can be represented, distributed, used, and collected as forms of knowledge

  • Introduction to Implicit Surfaces

    • 1st Edition
    • September 9, 1997
    • Jules Bloomenthal
    • English
    Implicit surfaces offer special effects animators, graphic designers, CAD engineers, graphics students, and hobbyists a new range of capabilities for the modeling of complex geometric objects. In contrast to traditional parametric surfaces, implicit surfaces can easily describe smooth, intricate, and articulatable shapes. These powerful yet easily understood surfaces are finding use in a growing number of graphics applications.This comprehensive introduction develops the fundamental concepts and techniques of implicit surface modeling, rendering, and animating in terms accessible to anyone with a basic background in computer graphics.+ provides a thorough overview of implicit surfaces with a focus on their applications in graphics+ explains the best methods for designing, representing, and visualizing implicit surfaces+ surveys the latest researchWith contributions from seven graphics authorities, this innovative guide establishes implicit surfaces as a powerful and practical tool for animation and rendering.

  • Contextual Design

    Defining Customer-Centered Systems
    • 1st Edition
    • September 1, 1997
    • Karen Holtzblatt + 1 more
    • English
    This book introduces a customer-centered approach to business by showing how data gathered from people while they work can drive the definition of a product or process while supporting the needs of teams and their organizations. This is a practical, hands-on guide for anyone trying to design systems that reflect the way customers want to do their work. The authors developed Contextual Design, the method discussed here, through their work with teams struggling to design products and internal systems. In this book, you'll find the underlying principles of the method and how to apply them to different problems, constraints, and organizational situations.Contextua... Design enables you to+ gather detailed data about how people work and use systems + develop a coherent picture of a whole customer population + generate systems designs from a knowledge of customer work+ diagram a set of existing systems, showing their relationships, inconsistencies, redundancies, and omissions

  • IJCAI Proceedings 1997

    • 1st Edition
    • August 22, 1997
    • IJCAI
    • English

  • Predictive Data Mining

    A Practical Guide
    • 1st Edition
    • August 1, 1997
    • Sholom M. Weiss + 1 more
    • English
    The potential business advantages of data mining are well documented in publications for executives and managers. However, developers implementing major data-mining systems need concrete information about the underlying technical principles—and their practical manifestations—in order to either integrate commercially available tools or write data-mining programs from scratch. This book is the first technical guide to provide a complete, generalized roadmap for developing data-mining applications, together with advice on performing these large-scale, open-ended analyses for real-world data warehouses.Note: If you already own Predictive Data Mining: A Practical Guide, please see ISBN 1-55860-477-4 to order the accompanying software. To order the book/software package, please see ISBN 1-55860-478-2.

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