This is a preview of subscription content, log in via an institution to check access.
References
B. G. Buchanan and T. M. Mitchell, “Model-directed learning of production rules,” in: Pattern-Directed Inference System, Academic Press, New York (1978).
R. S. Michalski, “Learning by being told and learning from examples,” Policy Analysis Inform. Sys.,4, 125–160 (1980).
R. Reiter, “A logic for default reasoning,” Artif. Intell.,13, 81–132 (1980).
D. McDermott, “Non-monotonic logic,” Artif. Intell.,13, 41–72 (1980).
R. S. Michalski, “A theory and methodology of inductive learning,” in: Machine Learning: An Artificial Intelligence Approach, Kaufmann, San Mateo, CA (1983).
J. R. Quinlan, “Induction on decision trees,” Machine Learning,1, 81–106 (1983).
P. E. Utgoff, “Incremental induction on decision trees,” Machine Learning,4, 161–186 (1989).
J. R. Quinlan, “Inferring decision trees using the minimum description length principle,” Inform. Comput.,80, 227–248 (1989).
N. Flann, “A study of explanation-based methods for inductive learning,” Machine Learning,4, 187–226 (1989).
D. Pagallo, “Boolean feature discovery in empirical learning,” Machine Learning,4, 71–99 (1990).
Additional information
Translated from Kibernetika i Sistemnyi Analiz, No. 1, pp. 174–178, January–February, 1993.
Rights and permissions
About this article
Cite this article
Tsvetkov, A.M. Development of inductive inference algorithms using decision trees. Cybern Syst Anal 29, 141–145 (1993). https://doi.org/10.1007/BF01130098
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF01130098