Improved Heterogeneous Distance Functions (1997)

by D. Randall Wilson , Tony R. Martinez
Venue:Journal of Artificial Intelligence Research
Citations:199 - 10 self

Active Bibliography

AN INTEGRATED INSTANCE-BASED LEARNING ALGORITHM – D. Randall, Wilson, Tony R. Martinez
24 An Integrated Instance-Based Learning Algorithm – D. Randall Wilson, Tony R. Martinez - 2000
130 T.R.: Reduction Techniques for Instance-based Learning Algorithm – D. Randall Wilson, Tony R. Martinez, Robert Holte
23 Reduction Techniques for Exemplar-Based Learning Algorithms – D. Randall Wilson, Tony R. Martinez - 2000
29 The omnipresence of case-based reasoning in science and application – David W. Aha - 1998
3 Possibilistic Instance-Based Learning – Eyke Hüllermeier
An Object-Oriented Case-Based Learning System – Johann Petrak - 1995
111 A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms – Dietrich Wettschereck , David W. Aha, Takao Mohri - 1997
Machine Learning: An Annotated Bibliography for the 1995 AI & . . . – David W. Aha - 1995
26 Prototype Selection for Composite Nearest Neighbor Classifiers – David B. Skalak - 1997
k. Results indicate that this procedure is very effective in estimating good feature weights (Table 4.8). Particularly the results obtained in the – Banded Sinusoidal Tasks - 1994
14 Careful Abstraction from Instance Families in Memory-Based Language Learning – Antal van den Bosch - 1999
1 Dimensionality Reduction for Agent-Based Learning – Terry R. Payne
3 Weighting Unusual Feature Types – Nicholas Howe, Claire Cardie - 1999
11 The RISE 2.0 System: A Case Study in Multistrategy Learning – Pedro Domingos - 1995
86 Unifying instance–based and rule–based induction – Pedro Domingos, J. Mooney - 1996
Adaptive Agents for Information Retrieval and Data-Driven Knowledge Discovery – Jihoon Yang - 1999
7 Instance-Family Abstraction in Memory-Based Language Learning – Antal van den Bosch - 1999
68 Instance pruning techniques – D. Randall Wilson, Tony R. Martinez - 1997