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Lower Bounds on Complexity of Deterministic Decision Trees for Decision Tables
, 2020In this chapter, lower bounds on complexity of deterministic decision trees for decision tables are studied that are based on the notions of super-cover, super-partition, test, and system of representatives for decision tables. An approach to the proof of lower bounds is also considered which is based on the use of so-called proof-trees.
M. Moshkov
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Comparative Analysis of Deterministic and Nondeterministic Decision Trees
Intelligent Systems Reference Library, 2020This book compares four parameters of problems in arbitrary information systems: complexity of problem representation and complexity of deterministic, nondeterministic, and strongly nondeterministic decision trees for problem solving. Deterministic decision trees are widely used as classifiers, as a means of knowledge representation, and as algorithms.
M. Moshkov
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Time and Space Complexity of Deterministic and Nondeterministic Decision Trees: Local Approach
2023 IEEE International Conference on Big Data (BigData), 2023Extensive research has been conducted on rough set theory, specifically focusing on the study of decision trees (DTs) and decision rule systems (DRSs).
Kerven Durdymyradov, M. Moshkov
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