Expert Systems —— The Technology of Knowledge Management and Decision Making for the 21st Century

----- 专家系统：21世纪的知识管理和决策技术

ISBN: 9780124438804 出版年：2001 页码：2,125 Academic Press_RW

This six-volume set presents cutting-edge advances and applications of expert systems. Because expert systems combine the expertise of engineers, computer scientists, and computer programmers, each group will benefit from buying this important reference work. An "expert system" is a knowledge-based computer system that emulates the decision-making ability of a human expert. The primary role of the expert system is to perform appropriate functions under the close supervision of the human, whose work is supported by that expert system. In the reverse, this same expert system can monitor and double check the human in the performance of a task. Human-computer interaction in our highly complex world requires the development of a wide array of expert systems.Expert systems techniques and applications are presented for a diverse array of topics includingExperimental design and decision supportThe integration of machine learning with knowledge acquisition for the design of expert systemsProcess planning in design and manufacturing systems and process control applicationsKnowledge discovery in large-scale knowledge basesRobotic systemsGeograhphic information systemsImage analysis, recognition and interpretationCellular automata methods for pattern recognitionReal-time fault tolerant control systemsCAD-based vision systems in pattern matching processesFinancial systemsAgricultural applicationsMedical diagnosis