Untitled

Computers and Intractability: A Guide to the Theory of NP-Completeness

1979 • 45,565 citations

Pattern classification and scene analysis

1973 • 12,976 citations

A theory of the learnable

1984 • 4,471 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

2015 • 3,217 citations

The psychology of computer vision

1976 • 2,609 citations

Machine Learning: An Artificial Intelligence Approach

2013 • 2,595 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

1971 • 2,313 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

Learnability and the Vapnik-Chervonenkis dimension

1989 • 1,855 citations

Untitled

1988 • 1,677 citations

What Size Net Gives Valid Generalization?

1989 • 1,555 citations

Generalization as search

1982 • 1,460 citations

Untitled

1986 • 1,206 citations

Learning Structural Descriptions From Examples

1970 • 1,019 citations

Queries and concept learning

1988 • 799 citations

A theory and methodology of inductive learning

1983 • 776 citations

ɛ-nets and simplex range queries

1987 • 754 citations

Estimation of Dependences Based on Empirical Data.

1984 • 721 citations

Computational Complexity of Probabilistic Turing Machines

1977 • 709 citations

Computational limitations on learning from examples

1988 • 542 citations

The Need for Biases in Learning Generalizations

2007 • 530 citations

The handbook of artificial intelligence

1982 • 519 citations

Quantifying inductive bias: AI learning algorithms and Valiant's learning framework

1988 • 507 citations

Machine Invention of First-order Predicates by Inverting Resolution

1988 • 447 citations

A general lower bound on the number of examples needed for learning

1989 • 435 citations

Pattern Recognition as Rule-Guided Inductive Inference

1980 • 407 citations

Shift of bias for inductive concept learning

1984 • 294 citations

A Comparative Review of Selected Methods for Learning from Examples

1983 • 238 citations

A Theory and Methodology of Inductive Learning

1983 • 229 citations

A THEORY AND METHODOLOGY OF INDUCTIVE LEARNING

1983 • 189 citations

Learning disjunction of conjunctions

1985 • 179 citations

Classifying learnable geometric concepts with the Vapnik-Chervonenkis dimension

1986 • 168 citations

Generalization as Search

1981 • 157 citations

Epsilon-nets and simplex range queries

1986 • 143 citations

Recent Results on Boolean Concept Learning

1987 • 133 citations

An interference matching technique for inducing abstractions

1978 • 127 citations

An analytical comparison of some rule-learning programs

1985 • 124 citations

Induction of concepts in the predicate calculus

1975 • 117 citations

LEARNING CONCEPTS BY ASKING QUESTIONS

1998 • 116 citations

ON THE CONNECTION BETWEEN THE COMPLEXITY AND CREDIBILITY OF INFERRED MODELS

1978 • 97 citations

On learning sets and functions

1989 • 90 citations

Equivalence of models for polynomial learnability

1988 • 76 citations

Bias, Version Spaces and Valiant's Learning Framework

1987 • 59 citations

Learning conjunctive concepts in structural domains

1989 • 59 citations

Learning Improved Integrity Constraints and Schemas From Exceptions in Data and Knowledge Bases

1986 • 46 citations

Factorization in experiment generation

1986 • 43 citations

Quantifying the inductive bias in concept learning (extended abstract)

1986 • 22 citations

Induction of Horn clauses: methods and the plausible generalization algorithm

1987 • 16 citations

Machine Learning from Structured Objects

1987 • 13 citations

Learning Improved Integrity Constraints and Schemes From Exceptions in Data and Knowledge Bases.

1985 • 11 citations

Artificial intelligence

1981 • 10 citations

Explanation-Based Generalization: A Unifying View

1988 • 10 citations