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Radial Basis Function Networks 1

Recent Developments in Theory and Applications

The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 1 covers advances in training algorithms, variations on the architecture and function of the basis neurons, and hybrid paradigms, for example RBF learning using genetic algorithms. Both volumes will prove extremely useful to practitioners in the field, engineers, researchers and technically accomplished managers.

The percentage accuracy of two kernel methods when different means of creating
the data vectors used to determine the kernels. jections onto feature space of the
data. The methods for choosing a reduced set of points (called initialization ...

Spatial Information Theory A Theoretical Basis for GIS

International Conference COSIT '97, Laurel Highlands, Pennsylvania, USA, October 15-18, 1997. Proceedings

This book constitutes the refereed proceedings of the 1997 International Conference on Spatial Information Theory, COSIT'97, held in Laurel Highlands, Pennsylvania, USA, in October 1997. The 31 revised full papers presented were carefully selected from a total of 66 submissions. Also included are seven posters. The volume is divided into sections on representations of change, structuring of space, boundaries and gradations, topological models of space, formal models of space, cognitive aspects of spatial acquisition, novel use of spatial information, wayfinding and map interpretation, representations of spatial concepts, new approaches to spatial information.

Using. Hierarchical. Spatial. Data. Structures. for. Hierarchical. Spatial.
Reasoning. Sabine Timpf and Andrew U. Frank Dept. of Geoinfonnation
Technical University Vienna {timpf, frank} ...

Radial Basis Function Networks 2

New Advances in Design

The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 2 contains a wide range of applications in the laboratory and case studies describing current industrial use. Both volumes will prove extremely useful to practitioners in the field, engineers, reserachers, students and technically accomplished managers.

This section describes the procedures used to collect training and test data for all
the networks in Glove-TalkII. The data for the consonant networks and vowel/
consonant decision network are obtained from the user. The data for the vowel ...

Developing Web Applications with Visual Basic.NET and ASP.NET

John Alexander and bestselling author Billy Hollis show programmers how to develop enterprise-level Web applications using Microsoft's popular programming language—Visual Basic.NET. Features the incomparable insights and programming know-how of two popular Microsoft insiders, arming developers with proven tips and workarounds to use in their own projects Provides step-by-step instruction for creating business Web applications using ASP.NET and VB.NET Companion Web site contains all the code for the sample application

Features the incomparable insights and programming know-how of two popular Microsoft insiders, arming developers with proven tips and workarounds to use in their own projects Provides step-by-step instruction for creating business Web ...

Principles of Web Design: The Web Warrior Series

Joel Sklar has written the definitive text for Web site design, PRINCIPLES OF WEB DESIGN, Sixth Edition guiding your students through the entire Web site creation process, while developing and enhancing your HTML, CSS, and visual design skills along the way. Now updated to include the latest Web design technologies and trends, this Sixth Edition features all-new sections on HTML5, CSS3, CSS page layouts, and enhanced navigation as well as technical updates and new screen shots throughout. Beginning with the Web design environment and the principles of sound Web design, your students will continue to planning site layout and navigation, and progress to Web typography, colors and images, working with CSS, and more. Armed with a priceless understanding and plenty of hands-on activities, students will gain a solid foundation of designing successful, standards-based Web sites that are portable across different operating systems, browsers, and Web devices. Companion site available at no additional cost www.joelsklar.com/pwd5. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Joel Sklar has written the definitive text for Web site design, PRINCIPLES OF WEB DESIGN, Sixth Edition guiding your students through the entire Web site creation process, while developing and enhancing your HTML, CSS, and visual design ...

The Unintended Consequences of Information Age Technologies

Avoiding the Pitfalls, Seizing the Initiative

Discusses the potential benefits of information technologies in the military and the potential costs associated with unintended consequences regarding the deleterious effects of excessive information access. These technologies include collection, display, communications, and processing technologies of data fusion and analysis as well as support for decision making. Advocates and makes recommendations for the adoption of a comprehensive and systematic technological insertion approach for introducing and using emerging technologies and for the testing and refinement of new mission capability packages.

These technologies include collection, display, communications, and processing technologies of data fusion and analysis as well as support for decision making.