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Morgan Kaufmann

Automated Generation of Model-Based Knowledge-Acquisition Tools
1st Edition
January 1, 1993
Mark A. Musen
English
The Mathematics of Inheritance Systems
1st Edition
January 1, 1993
David S. Touretzky
English
Physically-Based Modeling for Computer Graphics
A Structured Approach
1st Edition
October 1, 1992
Ronen Barzel + 1 more
English
Physically-Based Modeling for Computer Graphics: A Structured Approach addresses the challenge of designing and managing the complexity of physically-based models. This book will be of interest to researchers, computer graphics practitioners, mathematicians, engineers, animators, software developers and those interested in computer implementation and simulation of mathematical models.
C4.5
Programs for Machine Learning
1st Edition
October 1, 1992
J. Ross Quinlan
English
Classifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use , the source code (about 8,800 lines), and implementation notes. C4.5 starts with large sets of cases belonging to known classes. The cases, described by any mixture of nominal and numeric properties, are scrutinized for patterns that allow the classes to be reliably discriminated. These patterns are then expressed as models, in the form of decision trees or sets of if-then rules, that can be used to classify new cases, with emphasis on making the models understandable as well as accurate. The system has been applied successfully to tasks involving tens of thousands of cases described by hundreds of properties. The book starts from simple core learning methods and shows how they can be elaborated and extended to deal with typical problems such as missing data and over hitting. Advantages and disadvantages of the C4.5 approach are discussed and illustrated with several case studies. This book should be of interest to developers of classification-based intelligent systems and to students in machine learning and expert systems courses.
Understanding the New SQL
A Complete Guide
1st Edition
October 1, 1992
Jim Melton + 1 more
English
An effective introduction to SQL, and a comprehensive reference for years to come. As the editor of the 1992 standard, Jim Melton is an authority on the language and its new features. Using a highly readable, conversational style, he and Alan Simon clearly present the power of SQL. They describe practical methods of using SQL to solve problems, advanced SQL query expressions, dynamic SQL, transaction models, and database design.
Transaction Processing
Concepts and Techniques
1st Edition
September 1, 1992
Jim Gray + 1 more
English
The key to client/server computing.Transactio... processing techniques are deeply ingrained in the fields ofdatabases and operating systems and are used to monitor, control and updateinformation in modern computer systems. This book will show you how large,distributed, heterogeneous computer systems can be made to work reliably.Using transactions as a unifying conceptual framework, the authors show howto build high-performance distributed systems and high-availabilityapp... with finite budgets and risk.The authors provide detailed explanations of why various problems occur aswell as practical, usable techniques for their solution. Throughout the book,examples and techniques are drawn from the most successful commercial andresearch systems. Extensive use of compilable C code fragments demonstratesthe many transaction processing algorithms presented in the book. The bookwill be valuable to anyone interested in implementing distributed systemsor client/server architectures.
Groupware 92
1st Edition
July 31, 1992
David C. Coleman
English
This conference, held August 1992, was designed to meet the informational needs of the growing market for work group solutions and technologies. Papers from Dyson Research, Lotus, Intel, DEC, Microsoft, SRI, MIT, Borland, and the Institute for the Future discuss workflow, electronic mail, document.
Pattern Recognition and Machine Learning
1st Edition
July 14, 1992
Y. Anzai
English
This is the first text to provide a unified and self-contained introduction to visual pattern recognition and machine learning. It is useful as a general introduction to artifical intelligence and knowledge engineering, and no previous knowledge of pattern recognition or machine learning is necessary. Basic for various pattern recognition and machine learning methods. Translated from Japanese, the book also features chapter exercises, keywords, and summaries.
Building an Object-Oriented Database System
1st Edition
June 1, 1992
Francois Bancilhon + 2 more
English
Modern database and software system technology must respond to a wide variety of needs. Advanced applications such as office automation, CAD, or software engineering have new requirements in design environments, transaction mechanisms, and data types. This comprehensive volume by designers, implementors and users covers all aspects of building an object-oriented software system from data model through system implementation, interfaces, and applications. Utilizing techniques from databases, object-oriented languages, programming environments, and user interfaces, O2 is a landmark object-oriented database system representing a new generation of database technology. This guide will help researchers, database designers, and users to assess the nature and potential of object-oriented technology for themselves.
Database Transaction Models for Advanced Applications
1st Edition
April 1, 1992
Ahmed K. Elmagarmid
English
This collection offers the reader a broad survey of the role of transaction processing in advanced computer applications. It contains an introduction to traditional transaction technology, and comprehensive descriptions of commercial systems and research projects.This volume will help anyone interested in keeping up with database applications and the potential for transaction processing systems to address the needs of OLTP, CAD, CASE, computer aided publishing, heterogeneous databases, active databases, communications, systems and other areas.For researchers, managers, software developers, professionals in the data processing fields, or anyone interested in a coherent overview of this new and fast growing area of computer science.

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