Worldwide Intelligent Systems

by J Liebowitz (Editor), D S Prerau (Editor)

Overview

Telecommunications firms worldwide are actively involved in AI applications for resolving network management and telecommunications problems. This book adresses the folllowing major functional areas: planning, scheduling, monitoring, control, fault classification and diagnosis, training and help desks. Several AI techniques are applied, including neural networks, expert systems, integrating rule-based systems with case-based reasoning systems, genetic algorithms, distribited AI and intelligent tutoring systems. Readers: researchers and professionals in telecommunication, AI experts and graduate students.

Product Details

ISBN-13:	9789051991833
Publisher:	SAGE Publications
Publication date:	01/01/1995
Series:	Studies in Health Technology and Informatics, , #24
Pages:	288
Product dimensions:	6.14(w) x 9.21(h) x 0.69(d)

Table of Contents

Chapter 1: The Potential for Knowledge Technology in Telecommunications: A Quick Look ..... 10

Chapter 2: Expert Systems for Telecommunications Dispatch Analysis and Remote Trouble Resolution ..... 5

Chapter 3: Expert System for Service Order Information Entry ..... 40

Chapter 4: Help Desk Applications at Telesoft ..... 55

Chapter 5: Network Management Using Real-Time Expert Systems ..... 70

Chapter 6: AI for Managing Telecommunication Networks ..... 87

Chapter 7: AI and Intelligent Networks in the 1990s and into the 21st Century ..... 109

Chapter 8: Speech Recognition and Understanding ..... 125

Chapter 9: Neural Networks in Telecommunications: Applying Adaptive AI ..... 163

Chapter 10: The Use of Hybrid Intelligent Systems in Telecommunications ..... 186

Chapter 11: Distributed AI and Cooperative Systems for Telecommunications ..... 227

Chapter 12: Learning Agents for Telecommunication ..... 261

Author Index ..... 279

Affiliation Index ..... 279