A Comparative Review of Selected Methods for Learning from Examples

Planning in a hierarchy of abstraction spaces

1974 • 1,164 citations

Learning Structural Descriptions From Examples

1970 • 1,019 citations

Experiments in induction

1966 • 671 citations

Experiments in Induction

1967 • 664 citations

Dendral and meta-dendral: Their applications dimension

1978 • 455 citations

Pattern Recognition as Rule-Guided Inductive Inference

1980 • 407 citations

Version spaces: an approach to concept learning.

1979 • 346 citations

Version spaces: a candidate elimination approach to rule learning

1977 • 333 citations

AM, an artificial intelligence approach to discovery in mathematics as heuristic search

1976 • 254 citations

Dendral and meta-dendral

1978 • 249 citations

Inductive learning of structural descriptions

1981 • 198 citations

Planning in a hierarchy of abstraction spaces

1973 • 181 citations

An interference matching technique for inducing abstractions

1978 • 127 citations

Induction of concepts in the predicate calculus

1975 • 117 citations

Inductive inference of VL decision rules

1977 • 116 citations

Applications of artificial intelligence for chemical inference. 22. Automatic rule formation in mass spectrometry by means of the meta-DENDRAL program

1976 • 101 citations

Multilevel counterfactuals for generalizations of relational concepts and productions

1980 • 96 citations

A SURVEY OF RESULTS IN GRAMMATICAL INFERENCE

1972 • 87 citations

Knowledge acquisition from structural descriptions

1977 • 64 citations

Discovering classification rules using variable-valued logic system VL

1973 • 58 citations

Induction of relational productions in the presence of background information

1977 • 58 citations

Applications of artificial intelligence for chemical inference—XXI

1976 • 58 citations

variable-valued logic and its applications to pattern recognition and machine learning

1977 • 55 citations

Induction over large data bases

1979 • 43 citations

A heuristic programming study of theory formation in science

1971 • 32 citations

THE AMERICAN CHEMICAL SOCIETY

1978 • 24 citations

The Locus model of search and its use in image interpretation

1977 • 22 citations

Inductive inference in the variable valued predicate logic system vl21: methodology and computer implementation.

1977 • 22 citations

Learning Disjunctive Concepts From Examples

1979 • 21 citations

Inductive learning of relational productions

1977 • 20 citations

Patterns of induction and associated knowledge acquisition algorithms

1976 • 19 citations

Learning = interpretation + generalization: a case study in knowledge-directed learning.

1978 • 19 citations

Collected papers on the learning and recognition of structured patterns

1975 • 8 citations

Computer-Assisted Structure Elucidation Using Automatically Acquired ¹³C NMR Rules

1977 • 5 citations