Engineering semantic evaluation of decision rules

Journal of Intelligent and Fuzzy Systems

Volumn 5, Issue 3, 1997, Pages 285-295

  Arciszewski, Tomasz ^a  

^a GEORGE MASON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 22044436488     PISSN: 10641246     EISSN: None     Source Type: Journal    
DOI: 10.3233/ifs-1997-5309     Document Type: Review

References (20)

1. Arciszewski T (1996): "Learning engineering: the key to automatic knowledge acquisition" (Extended Abstract). In Maher ML, Duffy A, Brown D (eds): Special Issue of AI EDAM on Machine Learning in Design, No. 10, pp. 127-129.
2. Arciszewski T, Michalski RS, Wnek J (1995): "Constructive induction: the key to design creativity." In Proc. 3d Int. Round-Table Conf. Comput. Models Creative Design, Heron Island, Queensland, Australia.
3. Arciszewski T, Bloedorn E, Michalski RS, Mustafa M, Wnek J (1994): "Learning design rules for wind bracings in tall buildings." ASCE J. Comput. Civil Eng. 8(2).
4. Arciszewski T (1992): "The inductive system: a new tool in civil engineering," chapter. In Topping B (ed): Optimization and Artificial Intelligence, Kluwer Academic Publishers.
5. Bohn D (1994): Private communication with the author.
6. Bloedorn E, Michalski RS (1991): "Data driven constructive induction in AQ17-PRE: a method and experiments." In Proc. 3d Int. Conf. Tools AI, San Jose, CA.
7. Cleaves DA (1988): "Cognitive biases and corrective techniques: proposal for improving elicitation procedures for knowledge-based systems." In Ganes B, Boose J (eds): Knowledge Acquisition for Knowledge-Based Systems, Academic Press.
8. Grierson DE (1989): "Computer-automated optimal design for structural steel frameworks." In Topping BHV (ed):Optimization and Artificial Intelligence in Civil and Structural Engineering, NATO ASI Series, Vol. 1, Dordrecht: Kluwer Academic Publishers, pp. 217-249.
9. Keeney RL, Raiffa H (1976): Decisions with Multiple Objectives: Preferences and Value Tradeoff. John Wiley and Sons.
10. McGraw KM, Harbison-Briggs K (1989): Knowledge Acquisition: Principles and Guidlines. Prentice Hall.
11. Michalski RS, Mozetic I, Hong J, Lavrac N (1986): "The multipurpose incremental learning system AQ15 and its testing application to three medical domains." In Proc. AAAI-86, Philadelphia, PA, pp. 1041-1045.
12. Modesitt KL (1992): "Basic principles and techniques in knowledge acquisition," chapter. In Arciszewski T, Rossman L (eds): Knowledge Acquisition in Civil Engineering, American Society of Civil Engineers.
13. Mustafa M (1993): Methodology of Inductive Learning: Structural Applications. Ph.D. Dissertation, Civil Engineering Department, Wayne State University, Detroit, MI 48202.
14. Pettit EJ, Pettit MJ (1988): "Analysis of the performance of a genetic algorithm-based system for message classification in noisy environments." In Ganes B, Boose J (eds): Knowledge Acquisition for Knowledge-Based Systems, Academic Press.
15. Suwa M, Scott AC, Shortliffe EH (1985): "Completeness and consistancy in a rule-based system." In Buchanan B, Shortliffe EH (eds): Rule-Based Expert Systems, Addison-Wesleey Publishing Company.
16. Szczepanik W, Arciszewski T, Wnek J (1995): "Empirical performance comparison of two symbolic learning systems based on selective and constructive induction." In Proc. IJCAI-95 Workshop Machine Learning Eng., Montreal, Canada.
17. Weiss SM, Kulikowski CA (1991): Computer Systems That Learn. San Mateo, CA: Morgan Kaufman Publishers.
18. Wnek J, Michalski RS (1991): "Hypothesis-driven constructive induction in AQ17 - a method and experiments." In Proc. IJCAI-91 Workshop Evaluating Changing Represent. Machine Learning, Sydney, Australia, pp. 13-22.
19. Wnek J, Michalski RS (1994a): "Hypothesis-driven constructive induction in AQ17-HCI: a method and experiments." Machine Learning 14: 139-168.
20. Wnek J, Michalski RS (1994b): "Comparing symbolic and subsymbolic learning: three studies." In Michalski RS, Tecuci G (eds): Machine Learning: A Multistrateegy Approach. Vol. IV, San Mateo, CA: Morgan Kaufman Publishers.