A Survey of Decision Tree Classifier Methodology

A Survey of Decision Tree Classifier Methodology (1991)

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by S. Rasoul Safavian , David Landgrebe

Citations:

160 - 2 self

Citations

6206	Fuzzy sets - Zadeh - 1965
5951	Classification and Regression Trees - Breiman, Friedman, et al. - 1984
4361	Induction of decision trees - Quinlan - 1986
3767	Introduction to Statistical Pattern Recognition - Fukunaga - 1972
2880	The Design and Analysis of Computer Algorithms - Aho, Hopcroft, et al. - 1974
839	Sequential Analysis - Wald - 1947
728	An introduction to computing with neural nets - Lippmann - 1987
321	Inferring Decision Trees Using the Minimum Description Length Principle - Quinlan, Rivest - 1989
283	On the mean accuracy of statistical pattern recognizers - Hughes - 1968
230	Constructing optimal binary decision trees is NPcomplete - Hyafil, Rivest - 1976
211	P.E.: Pattern classification and scene analysis. Wiley Interscience Publication - Duda, Hart - 1973
157	Z.Daróczy, On measures of information and their characterizations - Aczél - 1975
146	A branch and bound algorithm for computing k-nearest neighbors - Fukunaga, Narendra - 1975
132	Optimum binary search trees - Knuth - 1971
129	Optimal pruning with applications to tree-structured source coding and modeling - Chou, Lookabaugh, et al. - 1989
115	Backtrack programming - Golomb, Baumert - 1965
86	Problem Solving Methods - Nilsson - 1971
69	An iterative growing and pruning algorithm for classification tree design - Gelfand, Ravishankar, et al. - 1991
64	Entropy nets: from decision trees to neural networks. - Sethi - 1990
47	Karhunen-Loève Expansion and Factor Analysis: Theoretical Remarks and Applications, - Watanabe - 1965
40	A performance comparison of trained multilayer perceptrons and trained classification trees - ATLAS, COLE, et al. - 1990
39	Hierarchical classifier design using mutual information - Sethi, Sarvarayudu - 1982
31	Decision tree design from a communication theory standpoint - Goodman, Smyth - 1988
29	The Art of Computer Programming 1: Fundamental Algorith ms - Knuth - 1973
28	A Partitioning Algorithm With Application in Pattern Classification and the Optimization of Decision Trees," - Meisel, Michalopoulos - 1973
28	Analysis and design of a decision tree based on entropy reduction and its application to large character set recognition - Wang, Suen - 1977
26	Knowing and Guessing - Watanabe - 1969
26	Pattern Recognition as a Quest for Minimum Entropy - Watanabe - 1981
22	A nonparametric partitioning procedure for pattern classification - FU - 1969
22	A combined nonparametric approach to feature selection and binary decision tree design. - Rounds - 1980
22	The decision tree classifier : design and potential - Swain, H
19	Decision tree design using a probabilistic model - CASEY, NAGY - 1984
19	Decision trees in pattern recognition - Dattatreya, Kanal - 1985
19	An algorithm for constructing optimal binary decision trees,” - Payne, Meisel - 1977
18	Fuzzy decision tree algorithms - Chang, Pavlidis - 1977
18	Sequential Methods in Pattern Recognition and Machine Learning, - Fu - 1968
18	Application of information theory to the construction of efficient decision trees - HARTMANN, VARSHNEY, et al. - 1982
17	Information-theoretic aspects of inductive and deductive inference - Watanabe - 1960
15	K.S.Fu, “Automatic classification of cervical cells using a binary tree classifier,” - Lin - 1983
13	L.N.Kanal, “An optimization approach to hierarchical classifier design,” - Kulkarni - 1976
13	Automated classification of nucleated blood cells using a binary tree classifier - Mui, Fu - 1980
13	Large tree classifier with heuristic search and global training - Suen, Wang - 1987
11	The optimal strategy of a tree classifier - Kurzynski - 1983
10	Comparison between entropy net and decision tree classifiers - Sethi, Otten - 1990
9	An automated approach to the design of decision tree classifiers - ARGENTIERO, CHIN, et al. - 1982
9	and bound and beyond - Hall, “Branch - 1971
9	eds), "Parallel distributed processing - Rumelhart, McClelland - 1986
9	A multiclass nonparametric partitioning algorithm - Talmon - 1986
8	An approach to the design of a linear binary tree classifier - You, K
7	On the maximum discrepancy between two empirical distributions - GNEDENKO, KOROLYUK - 1951
7	Application of multilayer decision tree in computer recognition of Chinese characters - Gu, Wang, et al. - 1983
7	ISOETRP - an interactive clustering algorithm with new objectives - Suen, Wang - 1984
6	Binary tree versus single level tree classification of white blood cells - Landeweerd, Timmers, et al. - 1983
6	Mathematical Programming - McMillan - 1975
6	decision tree approach to classification - Wu - 1975
5	Landgrebe D.” A Survey of Decision Tree Classifier Methodology - Safavian - 1998
5	Bayesian and decision tree approaches to pattern recognition including feature measurement costs - DATTATREYA, SARMA - 1981
5	Admissible search strategies for parametric and nonparametric hierarchical classifiers - Kulkarni, L - 1978
5	the mean accuracy of hierarchical classifiers,” - Kulkarni - 1978
5	A decision-theoretic approach to hierarchical classifier design. Pattern Recognition /7 - Schuermann, Doster - 1984
5	Efficient decision tree design for discrete variable pattern recognition problems - Sethi, Chatterjee - 1977
5	A method for the design of binary tree classifiers - Yun, Fu - 1983
4	Selective radiant temperature mapping using a layered classifier - Bartolucci, Swain, et al. - 1976
4	On decision trees for pattern recognition - Chou, Gray - 1986
4	itA Nonparametric Multiclass Partitioning Method for Classification," - Gustafson, Gelfand, et al. - 1980
4	Incremental Induction of Decision Tress - Utgoff - 1989
3	Adaptive pattern recognition with random costs and its application to decision trees. - Kanal - 1986
3	Learning hierarchical clustering from examples -- Applications to the adaptive construction of dissimilarity indices," Pattern Recognition Lett - Diday, Moreau - 1986
3	A variable metric decision rule for nonparametric classification - Friedman - 1975
3	Problem solving methods and search strategies for pattern recognition - Kanal - 1979
3	Hierarchical decision tree classifiers in high-dimensional and large class data - Kim, Landgrebe - 1991
2	Ahlsmede and Ingo Wegeru, Search problems - Rudolf - 1987
2	Application of fuzzy decision techniques to pattern recognition and curve fitting - Chang - 1976
2	Decision tree design for pattern recognition including feature measurement cost - Dattatreya, Sarma - 1980
2	Powell,"A rapid decent method for minimization - Fletcher, D - 1963
2	A growth algorithm for neural networks - Golea, Marchand - 1990
2	H.Guo, “Tree Classifier With Multilayer Perceptron Feature Extraction - Gelfand - 1990
2	On hierarchical classifier and interactive design, in Applications of Statistics - Krishnaiah, Ed - 1971
2	Optimal and heuristic synthesis of hierarchical classifiers - Kulkarni - 1976
2	Branch-and-Bound: A Survey - Lawler, Wood - 1966
2	Dubes, "Tree classifier design with a Permutation statistic - Li, C - 1986
2	Error and reject rates in a hierarchical pattern recognizer - Nadler - 1970
2	Classification of Chinese characters by phase feature and fuzzy logic search - Wang, Suen - 1983
2	A Preliminary study on computer recognition of Chinese characters printed in different fonts - Wang, Gu, et al. - 1982
2	Pattern recognition as conceptual morphogenesis - Watanabe - 1980
2	Pattern recognition: human and machine - Watanabe - 1985
2	Learning process and inverse H-theorem - Watanabe - 1962
2	Application of dynamical coalescence model of clustering - Watanabe - 1976
2	A dynamical model of clustering - Watanabe, Harada - 1974
2	A heuristic program that constructs decision trees," MIT project MAC, Memo #173 - Winston - 1969
2	Least mean square approach to pattern classification - Yau, Garnet - 1972
1	Haralick,"The table look-up rule - M - 1976
1	Searching probabilistic decision tress - Hart - 1969
1	Decision rules for a hierarchical classifier - Kurzynski - 1983
1	Computation of two-sample Kolmogorov-Smirnov statistic - Rounds - 1978