Untitled

Machine Learning: An Artificial Intelligence Approach

2013 • 2,595 citations

The Handbook of Artificial Intelligence

1982 • 1,791 citations

Logical Foundations of Artificial Intelligence

1987 • 1,599 citations

Generalization as search

1982 • 1,460 citations

Untitled

1986 • 1,206 citations

Learning Efficient Classification Procedures and Their Application to Chess End Games

1983 • 1,071 citations

Untitled

1986 • 857 citations

A theory and methodology of inductive learning

1983 • 776 citations

Explanation-based generalization: A unifying view

1986 • 703 citations

The handbook of artificial intelligence

1982 • 519 citations

Untitled

1986 • 518 citations

AutoClass: A Bayesian Classification System

1988 • 513 citations

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

1988 • 507 citations

Explanation-based learning: An alternative view

1986 • 456 citations

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

1989 • 435 citations

Learning by Experimentation: Acquiring and Refining Problem-Solving Heuristics

1983 • 321 citations

Shift of bias for inductive concept learning

1984 • 294 citations

LEARNING EFFICIENT CLASSIFICATION PROCEDURES AND THEIR APPLICATION TO CHESS END GAMES

1983 • 278 citations

Chunking in Soar: The anatomy of a general learning mechanism

1986 • 239 citations

A Theory and Methodology of Inductive Learning

1983 • 229 citations

Untitled

1986 • 207 citations

Schaum's Outline of Theory and Problems of Probability and Statistics

1980 • 162 citations

Generalization as Search

1981 • 157 citations

Learning and Problem Solving.

1983 • 157 citations

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

1988 • 131 citations

Explanation-Based Generalization as Resolution Theorem Proving

1987 • 123 citations

Learning and Inductive Inference

1982 • 111 citations

Learning at the knowledge level

1986 • 108 citations

Explanation-based generalisation = partial evaluation

1988 • 106 citations

A domain independent explanation-based generalizer

1986 • 102 citations

Machine learning: An artificial intelligence approach (vol. 2)

1987 • 95 citations

Explanation-based generalization in a logic-programming environment

1987 • 54 citations

Generalizing Number and Learning from Multiple Examples in Explanation Based Learning

1988 • 53 citations

LEARNING BY EXPERIMENTATION: ACQUIRING AND REFINING PROBLEM-SOLVING HEURISTICS

1983 • 53 citations

Lazy explanation-based learning: a solution to the intractable theory problem

1989 • 51 citations

The compleat guide to MRS

1985 • 43 citations

Learning and representation change

1987 • 39 citations

Learning causal relationships: an integration of empirical and explanation-based learning methods

1988 • 37 citations

An explanation-based approach to generalizing number

1987 • 26 citations

Soar User's Manual.

1986 • 17 citations

Purpose-Directed Analogy: A Summary of Current Research

1986 • 16 citations

Knowledge as Bias

1990 • 13 citations