Reduction Techniques for Exemplar-Based Learning Algorithms (2000)

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by D. Randall Wilson , Tony R. Martinez
Venue:MACHINE LEARNING
Citations:23 - 4 self

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130 T.R.: Reduction Techniques for Instance-based Learning Algorithm – D. Randall Wilson, Tony R. Martinez, Robert Holte
24 An Integrated Instance-Based Learning Algorithm – D. Randall Wilson, Tony R. Martinez - 2000
AN INTEGRATED INSTANCE-BASED LEARNING ALGORITHM – D. Randall, Wilson, Tony R. Martinez
199 Improved heterogeneous distance functions – D. Randall Wilson, Tony R. Martinez - 1997
29 The omnipresence of case-based reasoning in science and application – David W. Aha - 1998
1 Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm – Brent D. Morring, Tony R. Martinez - 2003
68 Instance pruning techniques – D. Randall Wilson, Tony R. Martinez - 1997
An Object-Oriented Case-Based Learning System – Johann Petrak - 1995
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
IOS Press Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm – Brent D. Morring A, Tony R. Martinez B - 2003
3 Possibilistic Instance-Based Learning – Eyke Hüllermeier
14 Careful Abstraction from Instance Families in Memory-Based Language Learning – Antal van den Bosch - 1999
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
22 Proximity Graphs for Nearest Neighbor Decision Rules: Recent Progress – Godfried Toussaint - 2002
26 Prototype Selection for Composite Nearest Neighbor Classifiers – David B. Skalak - 1997
Modelling Functions From Sample Data With Classification Applications – Sirpa Helena Saarinen - 1994
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
7 The nearest subclass classifier: A compromise between the nearest mean and nearest neighbor classifier – Cor J. Veenman, Marcel J. T. Reinders - 2005