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Unimprovable Upper Bounds on Time Complexity of Decision Trees (1998)  (Make Corrections)  
Mikhail Moshkov
Fundamenta Informaticae



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Abstract: . The paper is devoted to investigation of behavior of global Shannon functions which produce unimprovable upper bounds on time complexity of decision trees over arbitrary information systems. Keywords: Information system, decision tree, time complexity 1. Introduction Decision trees are used in different fields as algorithms and as a form of knowledge representation. Decision trees over finite (ordinary) information systems are widely studied. The notion of infinite information system is... (Update)

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BibTeX entry:   (Update)

@article{ moshkov97unimprovable,
    author = "Mikhail Moshkov",
    title = "Unimprovable Upper Bounds on Time Complexity of Decision Trees",
    journal = "Fundamenta Informaticae",
    volume = "31",
    number = "2",
    pages = "157-184",
    year = "1997",
    url = "citeseer.ist.psu.edu/moshkov98unimprovable.html" }
Citations (may not include all citations):
465   Learnability and the VapnikChervonenkis dimension (context) - Blumer, Ehrenfeucht et al. - 1989
454   the uniform convergence of relative frequencies of events to.. (context) - Vapnik, Ya et al. - 1971
220   Rough Sets - Theoretical Aspects of Reasoning about Data (context) - Pawlak - 1991
124   Lower bounds for algebraic computation trees (context) - Ben-Or - 1983
115   the density of families of sets (context) - Sauer - 1972
83   Generating production rules from decision trees (context) - Quinlan - 1987
82   The discernibility matrices and functions in information sys.. (context) - Skowron, Rauszer - 1992
49   Lower bounds for algebraic decision trees (context) - Steele, Yao - 1982
45   Multidimensional searching problems (context) - Dobkin, Lipton - 1976
36   Discovering rules by induction from large collections of exa.. (context) - Quinlan - 1979
26   the complexity of computations under varying sets of primiti.. (context) - Dobkin, Lipton - 1979
20   Information Systems - Theoretical Foundations (context) - Pawlak - 1981
12   stability and order for models and theories in infinitary la.. (context) - Shelah, problem - 1972
11   dimensional restrictions of hard problems (context) - auf, Fast et al. - 1988
11   A polynomial linear search algorithm for the n-dimensional k.. (context) - auf - 1984
9   On conditional tests (context) - Ju - 1982
9   Conditional tests (context) - Ju - 1983
7   Logical methods of electric circuit control (context) - Chegis, Yablonskii - 1958
6   Theory and Applications (context) - Ju, Decision - 1994
4   on linear search programs for the knapsack problem (context) - Dobkin, Lipton et al. - 1978
4   Theorie des Questionnaires (context) - Picard - 1965
2   London and American Elsevier (context) - Humby, Decision et al. - 1973
2   Decision trees with quasilinear checks (context) - Ju - 1994
2   Optimization problems for decision trees (context) - Ju - 1994
1   the complexity of discrete programming problems (context) - Moravek - 1969
1   the depth of conditional tests for tables from closed classe.. (context) - Ju, On - 1989
1   On entropy of two-dimensional fragmentary closed languages (context) - Alexeyev - 1987
1   Graphes et Questionnaires (context) - Picard - 1972
1   Test approach to extremal combinatorial problems (context) - Ju - 1982
1   Opponent Strategy Method in Optimal Search Problems (context) - Tarasova - 1988
1   a class of partial Boolean functions (context) - Zhuravlev - 1964
1   Nauka Publishers (context) - Soloviev, Theory et al. - 1978
1   the depth of decision trees over infinite information system.. (context) - Ju, On - 1996
1   Unimprovable Upper Bounds on Time Complexity of Decision Tre.. (context) - Quinlan, decision et al. - 1986
1   A localization problems in geometry and complexity of discre.. (context) - Moravek - 1972
1   On tests for electric circuits (context) - Yablonskii, Chegis - 1955
1   the depth of decision trees over arbitrary check system (context) - Ju, On - 1996

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