Neural Network Learning and Expert Systems

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Author: Stephen I. Gallant

Publisher: MIT Press

ISBN: 9780262071451

Category: Computers

Page: 365

View: 353

presents a unified and in-depth development of neural network learning algorithms and neural network expert systems

Hybrid Neural Network and Expert Systems

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Author: Larry R. Medsker

Publisher: Springer Science & Business Media

ISBN: 1461527260

Category: Computers

Page: 240

View: 2350

Hybrid Neural Network and Expert Systems presents the basics of expert systems and neural networks, and the important characteristics relevant to the integration of these two technologies. Through case studies of actual working systems, the author demonstrates the use of these hybrid systems in practical situations. Guidelines and models are described to help those who want to develop their own hybrid systems. Neural networks and expert systems together represent two major aspects of human intelligence and therefore are appropriate for integration. Neural networks represent the visual, pattern-recognition types of intelligence, while expert systems represent the logical, reasoning processes. Together, these technologies allow applications to be developed that are more powerful than when each technique is used individually. Hybrid Neural Network and Expert Systems provides frameworks for understanding how the combination of neural networks and expert systems can produce useful hybrid systems, and illustrates the issues and opportunities in this dynamic field.

Neural Networks for Pattern Recognition

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Author: Albert Nigrin

Publisher: MIT Press

ISBN: 9780262140546

Category: Computers

Page: 413

View: 9395

In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before.

Computer Systems that Learn

Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems

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Author: Sholom M. Weiss,Casimir A. Kulikowski

Publisher: Morgan Kaufmann Pub

ISBN: N.A

Category: Computers

Page: 223

View: 8422

This text is a practical guide to classification learning systems and their applications, which learn from sample data and make predictions for new cases. The authors examine prominent methods from each area, using an engineering approach and taking the practitioner's point of view.

Intelligent Systems

A Modern Approach

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Author: Crina Grosan,Ajith Abraham

Publisher: Springer Science & Business Media

ISBN: 364221004X

Category: Computers

Page: 450

View: 424

Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

Spatial Analysis and GeoComputation

Selected Essays

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Author: Manfred M. Fischer

Publisher: Springer Science & Business Media

ISBN: 3540357300

Category: Business & Economics

Page: 336

View: 5477

This volume contains selected essays of Manfred M. Fischer in the field of spatial analysis from the perspective of GeoComputation. The volume is structured in four parts, from broad issues in spatial analysis and the role of GIS to computational intelligence technologies such as neural networks. The third part provides the theoretical framework required for adaptive pattern classifiers in remote sensing environments. The final section outlines the latest in neural spatial interaction modeling.

Advances in Signal Processing for Nondestructive Evaluation of Materials

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Author: Xavier Maldague

Publisher: Springer Science & Business Media

ISBN: 9780792327653

Category: Computers

Page: 493

View: 2088

Non-Destructive Evaluation (NDE) is now playing an increasing role in the modern global economy, in security-sensitive industries, for instance. The complexity of the inspection task and either large or limited lot runs now require more operator-assisted or fully automated signal processing. This book deals with both fields of expertise: NDE and signal processing.

Fuzzy Engineering Expert Systems with Neural Network Applications

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Author: Adedeji Bodunde Badiru,John Cheung

Publisher: John Wiley & Sons

ISBN: 9780471275343

Category: Computers

Page: 320

View: 6236

Provides an up-to-date integration of expert systems with fuzzy logic and neural networks. Includes coverage of simulation models not present in other books. Presents cases and examples taken from the authors' experience in research and applying the technology to real-world situations.

Expert Systems for Human, Materials and Automation

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Author: Petrică Vizureanu

Publisher: BoD – Books on Demand

ISBN: 9533073349

Category: Computers

Page: 404

View: 9691

The ability to create intelligent machines has intrigued humans since ancient times, and today with the advent of the computer and 50 years of research into AI programming techniques, the dream of smart machines is becoming a reality. The concept of human-computer interfaces has been undergoing changes over the years. In carrying out the most important tasks is the lack of formalized application methods, mathematical models and advanced computer support. The evolution of biological systems to adapt to their environment has fascinated and challenged scientists to increase their level of understanding of the functional characteristics of such systems. This book has 19 chapters and explain that the expert systems are products of the artificial intelligence, branch of computer science that seeks to develop intelligent programs for human, materials and automation.

Research and Development in Expert Systems VIII

Proceedings of 11th Annual Technical Conference of the BCS Specialist Group, September 1991

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Author: British Computer Society. Specialist Group on Expert Systems. Technical Conference,British Computer Society. Specialist Group on Expert Systems. Technical Conference. (11th,British Computer Society

Publisher: Cambridge University Press

ISBN: 9780521418386

Category: Computers

Page: 274

View: 1312

This volume contains the refereed and invited papers from the eleventh annual conference of the British Computer Society's Specialist Group on Expert Systems, held in London in September 1991.