Maintaining Diagnostic Knowledge-Based Systems: A Control-Theoretic Approach
Published Online:17 Sep 2008https://doi.org/10.1287/mnsc.1080.0908
References
- Credit risk measurement: Developments over the last 20 years. J. Banking Finance (1988) 21:1721–1742Crossref, Google Scholar
- Guaranteeing real-time response with limited resources. Artificial Intelligence in Medicine (1993) 5(1):49–66Crossref, Google Scholar
- The base-rate fallacy and the difficulty of intrusion detection. ACM Trans. Inform. System Security (2000) 3(3):186–205Crossref, Google Scholar
- Expert systems for configuration at digital. Comm. ACM (1989) 32(3):298–318Crossref, Google Scholar
- Classification and Regression Trees (1984) (Chapman & Hall/CRC, Boca Raton, FL) Google Scholar
- Targeted advertising with inventory management. Interface (2003) 33:71–77Link, Google Scholar
- Maintenance of Knowledge-Based Systems (1993) (Academic Press, London) Google Scholar
- An economic interpretation of optimal control theory. Amer. Econom. Rev. (1969) 59(5):817–831Google Scholar
- A truth maintenance system. Artificial Intelligence (1979) 12:231–272Crossref, Google Scholar
- The foundations of cost-sensitive learning. IJCAI'01: Proc. 17th Internat. Joint Conf. Artificial Intelligence, Seattle (2001) 973–978Google Scholar
- Survey of real-time and on-line diagnostic expert systems. Proc. Euromicro '91 Workshop on Real Time Systems, Paris (1991) 61–69Crossref, Google Scholar
- , Pau L. F. A theoretical basis for expert systems. Artificial Intelligence in Economics and Management (1986) (Elsevier Science, North-Holland, The Netherlands) 11–19Google Scholar
- Decision-theoretic troubleshooting. Comm. ACM (1995) 38(3):49–57Crossref, Google Scholar
- Inductive expert system design: Maximizing system value. Inform. Systems Res. (1993) 4(2):111–139Link, Google Scholar
- Redesigning case based reasoning algorithms to reduce information acquisition costs. Inform. Systems Res. (1997a) 8(1):51–68Link, Google Scholar
- Sequential decision models for expert system optimization. IEEE Trans. Knowledge Data Engrg. (1997b) 9(5):675–687Crossref, Google Scholar
- A model of decision-making with sequential information (part 1). Decision Support Systems (1986) 2:285–307Crossref, Google Scholar
- A model of decision-making with sequential information (part 2). Decision Support Systems (1987) 3:47–72Crossref, Google Scholar
- Computer-Based Diagnostic Systems (1999) (Springer, London) Crossref, Google Scholar
- C4.5: Programs for Machine Learning (1993) (Morgan Kaufmann, San Francisco) Google Scholar
- Decision-centric active learning of binary-outcome models. Inform. Systems Res. (2007) 18(1):4–22Link, Google Scholar
- Real-time knowledge-based control systems. Comm. ACM (1991) 34(8):27–30Crossref, Google Scholar
- Sethi S. P., Thompson G. L.Optimal Control Theory: Applications to Management Science and Economics (2000) (Kluwer Academic, Norwell, MA) Google Scholar
- Measuring the discrimination ability of diagnostic systems. Science (1988) 240(4857):1285–1293Crossref, Google Scholar
- Selecting construction formwork: An expert system adds economy. Expert Systems J. (1991) 3(1):5–16Google Scholar
- Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm. J. Artificial Intelligence (1995) 2:369–409Crossref, Google Scholar
- A decision analysis method for evaluating computer intrusion detection systems. Decision Anal. (2004) 1(1):35–50Link, Google Scholar
- Relevant data expansion for learning concept drift from sparsely labeled data. IEEE Trans. Knowledge Data Engrg. (2005) 17(3):401–412Crossref, Google Scholar
- Selectively acquiring customer information. A new data acquisition problem and an active learning based solution. Management Sci. (2006) 52(5):697–712Link, Google Scholar
- Learning cost-sensitive diagnostic policies from data. (2003) . Ph.D. dissertation thesis, University of Oregan, EugeneGoogle Scholar

