سیستم‌های خبره: فناوری مدیریت دانش و تصمیم‌گیری برای قرن بیست و یکم، مجموعهٔ ۶ جلدی

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. Key Features * Expert systems techniques and applications are presented for a diverse array of topics including: * Experimental design and decision support * The integration of machine learning with knowledge acquisition for the design of expert systems * Process planning in design and manufacturing systems and process control applications * Knowledge discovery in large-scale knowledge bases * Robotic systems * Geograhphic information systems * Image analysis, recognition and interpretation * Cellular automata methods for pattern recognition * Real-time fault tolerant control systems * CAD-based vision systems in pattern matching processes * Financial systems * Agricultural applications * Medical diagnosis V. 1. -- Ch. 1. History And Applications / John Durkin. -- Ch. 2. Tools And Applications / John Durkin. -- Ch. 3. Development And Applications Of Decision Trees / Hussein Almuallom, Shigeo Kaneda, And Yasuhiro Akiba. -- Ch. 4. Reasoning With Imperfect Information / Simon Parsons. -- Ch. 5. Experimental Design And Decision Support / Tay Kiang Meng. -- Ch. 6. A Model-based Expert System Based On A Domain Ontology / Yoshinobu Kitamura, Mitsuru Ikeda, And Riichiro Mizoguchi. -- Ch. 7. Intelligent System Control: A Unified Approach And Applications / Hui-min Huang [and Others]. -- Ch. 8. Real-time Fault -- Tolerant Control Systems / Wei Liu. V.2. Ch. 9. Model Of Reasoning With Conflicting Information Sources In Knowledge-based Systems / Jinxin Lin. -- Ch. 10. Process Planning In Design And Manufacturing Systems / Mahmut Gulesin. -- Ch. 11. Intelligent Systems Techniques And Their Application In Manufacturing Systems / Tien-fu Lu And Grier C.i. Lin. -- Ch. 12. Architecture, Engineering, And Construction Design / Tom Andersen. -- Ch. 13. Neural Networks For Process Control: Application To The Temperature Control Of Batch Chemical Reactors / J.l. Dirion [and Others] -- Ch. 14. Intelligent Tools And Their Applications In Geographic Information Systems / Erh-chun Yea, Zarko Sumic, And S.s. Venkata. -- Ch. 15. Microprocessor Systems / S.m. Yuen And K.p. Lam. -- Ch. 16. Scheduling Systems For Shipbuilding / Jae Kyu Lee [and Others]. V.3. Ch. 17. Genetic Image Interpretation / Milan Sonka. -- Ch. 18. Automated Visual Assembly Inspection / Khalid W. Khawaja [and Others] -- Ch. 19. Multiresolution Invariant Image Recognition / Stefanos D. Kollias And Anastasios N. Delopoulos. -- Ch. 20. Image Processing For Automatic Roads Determination / Meir Barzohar And David B. Cooper. -- Ch. 21. Automated Visual Inspection. / I. Andreadis. -- Ch. 22. Visual Programming Technology In Expert Systems Development / Yoshiyuki Koseki [and Others]. -- Ch. 23. Cad-based Vision Systems In Pattern Matching Process / Yves Lucas [and Others]. -- Ch. 24. Celluar Automata Architectures For Pattern Recognition / P. Tzionas And I. Andreadis. -- Ch. 25. Machine Intelligent System Techniques For Automatic Harvest Systems / Seiichi Inoue [and Others]. -- Ch. 26. Integrating Machine Learning With Knowledge Acquisition / Geoffrey I. Webb. -- Ch. 27. Modeling Human Reasoning Processes Under Uncertain Conditions / Sumit Sarkar. V.4. Ch. 28. Devising An Expert System For Pediatric Syndrome Diagnosis / Oivind Braaten. -- Ch. 29. Automatic Knowledge Discovery In Larger Scale Knowledge-data Bases / Ning Zhong And Setsuo Ohsuga. -- Ch. 30. Efficient Legacy Data Utilization / David J. Russomanno. -- Ch. 31. Investment Decision Making / Sanja Vranes [and Others]. -- Ch. 32. Intelligent Systems Control In Manufacturing Cells / Yu-liang Sun And Yuehwern Yih. -- Ch. 33. Knowledge-based Approach For Automating Web Publishing From Databases / Zhangxi Lin [and Others]. -- Ch. 34. Neural Networks For Economic Forecasting Problems / Kazuhiro Kohara. -- Ch. 35. Determination Of Principal Components In Data / Ferdinand Peper [and Others]. -- Ch. 36. Time-series Prediction / Hisashi Shimodaira. V.5. Ch. 37. Hybrid Expert Systems: An Approach To Combining Neural Computation And Rule-based Reasoning / Ernesto Burattini [and Others]. -- Ch. 38. Popfnns: Fuzzy Neural Techniques For Rule-based Identification In Expert Systems / C. Quek And R.w. Zhou. -- Ch. 39. Preventive Quality Management / Gerhard Peter [and Others].-- Ch. 40. Distributed Logic Processors In Process Identification / E. Ikonen, U. Kortela, And K. Najim. -- Ch. 41. Knowledge Representation By Means Of Multilayer Perceptrons / Elena Perez Minana. -- Ch. 42. A Guide To Research In Assumption-based Truth Maintenance System Constraint Satisfaction / J. Tay, C. Quek, And S. Huang. -- Ch. 43. Method For Utilization Of Previous Experience In Design Expert Systems / Takashi Ishikawa And Takao Terano. -- Ch. 44. Model-based Process Fault Diagnosis / Hisashi Shimodaira. V. 6. Ch. 45. Automation Of Concept Development / Ryuji Kudo And Takao Terano. -- Ch. 46. Methodology For Building Case-based Reasoning Systems In Iii-structured Optimization Domains / Kazuo Miyashita. -- Ch. 47. The Trainer System: Applying Qr Techniques To Intelligent Tutoring Systems / C. Quek, W.c. Sim, And C.k. Looi. -- Ch. 48. Structuring Expert Control Using The Integrated Process Supervision Architecture / C. Quek, M. Pasquier, And P.w. Ng. -- Ch. 49. Tap: An Inquiry Teaching Shell Using Both Rule-based And State-space Approaches / C. Quek, L.h. Wopng, And C.k. Looi. -- Ch. 50. Self Teaching And Exploratory Task-learning Methods In Unknown Environments And Applications In Robotic Skills / Rui Araujo [and Others]. Edited By Cornelius T. Leondes. Includes Bibliographical References And Index.