Types of Cost in Inductive Concept Learning

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 • 17,362 citations

Data mining and knowledge discovery: making sense out of data

1996 • 4,769 citations

Neural Network Ensembles, Cross Validation, and Active Learning

1994 • 1,777 citations

Active learning with statistical models

1996 • 1,422 citations

Untitled

1997 • 868 citations

Untitled

1989 • 627 citations

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

1995 • 560 citations

Activity monitoring

1999 • 428 citations

Efficient progressive sampling

1999 • 355 citations

Untitled

1991 • 199 citations

Combining data mining and machine learning for effective user profiling

1996 • 173 citations

Untitled

1993 • 135 citations

Knowledge discovery via multiple models

1998 • 118 citations

Technical note: Bias and the quantification of stability

1995 • 117 citations

Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies

1997 • 61 citations

Untitled

1998 • 44 citations

Economic Induction: A Case Study.

1988 • 37 citations

Feature discovery for problem solving systems

1993 • 30 citations

Cost-sensitive reinforcement learning for adaptive classification and control

1991 • 29 citations

Learning a Cost-Sensitive Internal Representation for Reinforcement Learning

1991 • 20 citations

An Artificial Intelligence Approach to Analog Systems Diagnosis

1991 • 16 citations

A method for inductive cost optimization

1991 • 15 citations

A systematic description of greedy optimisation algorithms for cost sensitive generalisation

1997 • 5 citations