Optimizing Expert Systems: Heuristics for Efficiently Generating Low-Cost Information Acquisition Strategies

Classification and Regression Trees.

1986 • 21,574 citations

Classification And Regression Trees

2017 • 5,125 citations

Heuristics: Intelligent Search Strategies for Computer Problem Solving

1986 • 1,113 citations

Constructing optimal binary decision trees is NP-complete

1976 • 940 citations

Heuristics: Intelligent search strategies for computer problem solving

1985 • 662 citations

Untitled

1997 • 604 citations

Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm

1995 • 560 citations

Expert systems for configuration at Digital: XCON and beyond

1989 • 331 citations

Application of heuristic search and information theory to sequential fault diagnosis

1990 • 245 citations

Decision-theoretic troubleshooting

1995 • 223 citations

Untitled

1991 • 199 citations

Optimizing decision trees through heuristically guided search

1978 • 150 citations

The use of background knowledge in decision tree induction

1991 • 105 citations

A model of decision-making with sequential information-acquisition (Part 1)

1986 • 102 citations

AND/OR graph heuristic search methods

1985 • 91 citations

Conversion of Limited-Entry Decision Tables to Optimal Computer Programs I: Minimum Average Processing Time

1966 • 79 citations

A model of decision-making with sequential information-acquisition (part 2)

1987 • 72 citations

The synthetic approach to decision table conversion

1976 • 66 citations

Admissibility of AO∗ when heuristics overestimate

1987 • 49 citations

Three approaches to heuristic search in networks

1985 • 45 citations

Inductive Expert System Design: Maximizing System Value

1993 • 44 citations

Sequential decision models for expert system optimization

1997 • 43 citations

Information theory applied to the conversion of decision tables to computer programs

1973 • 30 citations

Improving the Performance Stability of Inductive Expert Systems Under Input Noise

1995 • 27 citations

Innovative Applications of Artificial Intelligence 2.

1993 • 19 citations

Redesigning Case Retrieval to Reduce Information Acquisition Costs

1997 • 17 citations

Minimizing information acquisition costs

1993 • 11 citations

Evaluation of learning systems : An artificial data-based approach

1991 • 11 citations

Maintenance of expert systems

1985 • 2 citations