Learning Boolean concepts in the presence of many irrelevant features
Tài liệu tham khảo
Almuallim, 1991, Exploiting symmetry properties in the evaluation of inductive learning algorithms: an empirical domain-independent comparative study
Almuallim, 1992, Concept Coverage and Its Application to Two Learning Tasks
Almuallim, 1991, Learning with many irrelevant features, 547
Almuallim, 1992, Efficient algorithms for identifying relevant features, 38
Buntine, 1990, Myths and legends in learning classification rules, 736
Blumer, 1987, Occam's razor, Inf. Process. Lett., 24, 377, 10.1016/0020-0190(87)90114-1
Blumer, 1989, Learnability and the Vapnik-Chervonenkis dimension, J. ACM, 36, 929, 10.1145/76359.76371
Chvatal, 1979, A greedy heuristic for the set covering problem, Math. Oper. Res., 4, 233, 10.1287/moor.4.3.233
Ehrenfeucht, 1988, A general lower bound on the number of examples needed for learning, 139
Garey, 1979
Ichino, 1984, Optimum feature selection by zero-one integer programming, IEEE Trans. Syst. Man Cybern., 14, 737, 10.1109/TSMC.1984.6313294
Ichino, 1984, Feature selection for linear classifiers, 124
Kearns, 1988, Learning in the presence of malicious errors, 267
Kittler, 1980, Computational problems of feature selection pertaining to large data sets, 405
Laird, 1988
Littlestone, 1988, Learning quickly when irrelevant attributes abound: a new linear-threshold algorithm, Mach. Learn., 2, 285, 10.1007/BF00116827
Mitchell, 1982, Generalization as search, Artif. Intell., 18, 203, 10.1016/0004-3702(82)90040-6
Morgera, 1986, Computational complexity and VLSI implementation of an optimal feature selection strategy, 389
Mucciardi, 1971, A comparison of seven techniques for choosing subsets of pattern recognition properties, IEEE Trans. Comput., 20, 1023, 10.1109/T-C.1971.223398
Narendra, 1977, A branch and bound algorithm for feature subset selection, IEEE Trans. Comput., 26, 917, 10.1109/TC.1977.1674939
Pagallo, 1990, Boolean feature discovery in empirical learning, Mach. Learn., 5, 71, 10.1023/A:1022611825350
Queiros, 1984, On feature selection, 128
Quinlan, 1986, Induction of decision trees, Mach. Learn., 1, 81, 10.1007/BF00116251
Wolpert, 1990, A mathematical theory of generalization: parts I and II, Complex Syst., 4, 151